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Fwd: Registration to the Summer School "Risk and Uncertainty in Economics, Insurance and Finance" (Bielefeld, July 3-7, 2023) is now open
by Thomas Augustin 14 Apr '23

14 Apr '23

Forwarding with best wishes from Munich, Thomas Augustin Von: "Ferrari, Giorgio" <giorgio.ferrari(a)uni-bielefeld.de> --- Dear All, this is to inform you that the registration to the Summer School "Risk and Uncertainty in Economics, Insurance and Finance" (https://sites.google.com/view/summer-school-23/overview ) is now open: https://sites.google.com/view/summer-school-23/registration Please note that the deadline for registration is May 7. All the important dates are listed here: https://sites.google.com/view/summer-school-23/important-dates Details about the courses offered during the Summer School can be found here: https://sites.google.com/view/summer-school-23/lectures A selected number of short contributed talks by participants is also planned. Please send a proposed title and abstract of your talk during the registration procedure. Acceptance will be communicated on May 21st. Looking forward to having you in Bielefeld in July! Best wishes, Giorgio Ferrari and Frank Riedel -------------------------------------------------------------------- St-net mailing list -- st-net(a)lists.math.uni-sb.de To unsubscribe send an email to st-net-leave(a)lists.math.uni-sb.de -------------------------------------------------------------------- Dies ist das ST-NET, der (moderierte) Mail-Verteiler der DMV-Fachgruppe Stochastik e.V. Weitere Informationen finden Sie auf unserer Homepage: http://www.fg-stochastik.de This is ST-NET, the (moderated) mailing list of the DMV-Fachgruppe Stochastik e.V. For further information, please refer to our homepage: http://www.fg-stochastik.de Please note the guidelines for posting at http://www.fg-stochastik.de/beitraege-verschicken.html --------------------------------------------------------------------

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CoProD'2023: deadline extended to April 20
by Kreinovich, Vladik 10 Apr '23

10 Apr '23

Papers related to imprecise probabilities are always welcome at this series of workshops ********************************************************* 16th International Workshop on Constraint Programming and Decision Making CoProD'2023 https://www.cs.utep.edu/interval-comp/coprod23.html May 30, 2023, Cincinnati, Ohio, USA. CoProD'2023 is the sixteenth edition of CoProD http://coprod.constraintsolving.com/. It will be held on May 30, 2023, right before the Annual Conference of the North American Fuzzy Information Processing Society NAFIPS'2023, Cincinnati, Ohio, USA, May 31 - June 2, 2023, https://nafips2023.com/ Constraint programming techniques are important components of intelligent systems. They constitute a declarative and efficient methodology to represent and solve many practical problems. They have been applied successfully to a number of fields, such as scheduling of air traffic, software engineering, networks security, chemistry, and biology. Despite the proved usefulness of these techniques, they are still under-utilized in real-life applications. One reason is the perceived lack of effective communication between constraint programming experts and domain practitioners about constraints, in general, and their use in decision making, in particular. Objectives of CoProD: * To present advances in constraint solving, optimization, and related topics; * To develop a network of researchers interested in constraint techniques, in particular researchers and practitioners that use numeric and symbolic approaches (or a combination of them) to solve constraint and optimization problems; * To address the gap between the great capacity of these techniques and their limited use. CoProD aims at encouraging presentation and discussion of on-going work. In particular, please note that there is room for presentation of ideas, as opposed to results only. It also aims at facilitating networking opportunities as well as cross-fertilization between the approaches used in the different attending communities. Therefore, besides active researchers in decision making and constraint programming techniques, we expect to have a wide attendance and participation of domain scientists -- whose input is highly valued in this workshop. Proceedings / Publication: Submissions are expected in the form of extended abstracts of at least 2 pages and ideally no more than 5 pages (a few more pages is OK), formatted using the Springer edited book format, style file svmult.cls and an example of using this file (not related to CoProD) are attached to the workshop website. Submissions have to be sent in pdf format AND LaTeX format to mceberio [at] utep [dot] edu and vladik [at] utep [dot] edu. A contact author should be specified in the submission email. The deadline for submissions is April 20, 2023 (Let us know if you need a few more days). Authors of accepted abstracts are expected to participate and present their work at the workshop. Participation / Submission: Participation is encouraged from people doing research in the area of decision making as well as from domain scientists. Submissions of ideas are also encouraged. Important dates: April 20, 2023: paper submission April 30, 2023: notification of acceptance May 8, 2023: camera-ready copy of abstracts due May 30, 2022: workshop Organizers: Martine Ceberio, the University of Texas at El Paso, mceberio(a)utep.edu<mailto:mceberio@utep.edu> Vladik Kreinovich, the University of Texas at El Paso, vladik(a)utep.edu<mailto:vladik@utep.edu> The previous editions of CoProD featured invited talks by highly recognized experts (listed in alphabetic order): * Purushotham Bangalore, CIS department, University of Alabama at Birmingham, USA * Martin Berz, Michigan State University, USA * Stefano Bistarelli, University of Perugia, Italy * Alessandro Dal Palu, University of Parma, Italy * Rina Dechter, Information and Computer Sciences, University of California Irvine, USA * Scott Ferson, Applied Bioinformatics, New York, USA * Juan Carlos Figueroa, Universidad Distrital de Bogota, Colombia * Patty Hough, Sandia National Lab, Livermore, California, USA * Luc Jaulin, Ecole Nationale Superieure des Techniques Avancees (ENSTA) Bretagne, France * Weldon Lodwick, University of Colorado Denver, Denver, Colorado, USA * Kyoko Makino, Michigan State University, USA * Francois Modave, Texas Tech Health Center, El Paso, Texas, USA * Tiago Oliveira, National Institute of Informatics (NII) in Tokyo, Japan. * Enrico Pontelli, New Mexico State University, Las Cruces, New Mexico, USA * James Raynolds, College of Nanoscale and Engineering, SUNY Albany, USA * Siegfried Rump, Hamburg University of Technology and Waseda University, Japan * Ken Satoh, National Institute of Informatics (NII) in Tokyo, Japan * Bart Selman, CS department, Cornell University, USA * Yaroslav D. Sergeyev, Università della Calabria, Italy * Sergey Shary, Novosibirsk State University, Russia * Young Jun Son, The University of Arizona, Tucson, USA * Xiaobai Sun, Duke University, USA * Alfredo Vaccaro, University of Sannio, Department of Engineering, Benevento, Italy * Leticia Velazquez, The University of Texas at El Paso, USA

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Thesis proposals in robust AI related fields
by sdesterc 07 Apr '23

07 Apr '23

Dear Colleagues, Our team is offering various PhD proposals, whose topics concern * Uncertainties and imprecision in Spatial Interpolations for Urban Risk Mapping: the PhD student would integrate the HOUSES national project, that aims at handling severe uncertainties in geostatistics, notably to assess pollutants levels in water and grounds. * Robustness in Explainable AI: the PhD student would join our junior professor chair and develop robust explanation methods for AI predictive models, as well as explanation methods for uncertain predictions. * Robust event detection: the PhD student would join the SAFE AI chaire and develop statistical learning method that would detect events with pre-specified statistical guarantees, notably by working on how to obtain calibrated predictions for such tasks. The first retained case studies would concern obstacle detection for aid-decision in partially or fully automated vehicles, a domain on which our laboratory has significant expertise. For each of these, we seek highly motivated students having a strong background in mathematics or computer science, with a focus on a topic connected to the PhD proposals (e.g., statistics, machine learning, …) Potentially interested candidates can find more details on the page https://www.hds.utc.fr/~sdesterc/dokuwiki/. Best regards Sébastien -- ==================================== Sebastien Destercke, Ph. D. CNRS researcher in computer science. Université de Technologie de Compiegne U.M.R. C.N.R.S. 7253 Heudiasyc Avenue de Landshut F-60205 Compiegne Cedex FRANCE Tel: +33 (0)3 44 23 79 85 Fax: +33 (0)3 44 23 44 77 ====================================

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are you interested in submitting a paper to the special issue on Decision Making and Optimization under Uncertainty? let us know ASAP
by Kreinovich, Vladik 05 Apr '23

05 Apr '23

Dear Friends, Based on several recommendations, the MDPI open-access journal Mathematics http://www.mdpi.com/journal/mathematics contacted us to edit a special issue on Decision Making and Optimization under Uncertainty. The plan is to welcome papers related to all kinds of uncertainty: probabilistic (in particular, related to imprecise probabilities), interval, fuzzy, etc. The planned deadline for submissions is November 1, 2023. For the journal to better plan this issue, the journals asks all editors of special issues to provide a tentative list of possible submissions, with tentative title and list of authors - including their affiliation and emails. If you are interested in submission, please let us know as soon as possible, by April 18, 2023. To help you make your decision, here are two important facts about the journal: * Latest impact factor for Mathematics is 2.592 * This open access journal, this means that authors have to pay publication fee if the paper is accepted. Yours Martine Ceberio, Christoph Lauter, and Vladik Kreinovich.

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ISIPTA 2023: Call for Posters (deadline 1 May)
by Enrique Miranda 03 Apr '23

03 Apr '23

** *Apologies if you receive multiple announcements* *** The Thirteenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2023) Oviedo, 11-14 July, 2023. In our call for papers we stated that there is “Uncertainty modelling beyond probability” and tried to convince you that ISIPTA 2023 is a good place for discussing such matters. The paper submission deadline has passed, but rest assured, you can still present your work at ISIPTA, because poster abstract submission is open. These poster abstracts are intended for discussing preliminary results and open questions, or for bringing published results to the attention of the ISIPTA audience. Each accepted poster abstract will be announced in a short plenary spotlight presentation, and the accompanying poster will be presented at length during one of the discussion sessions. Given the prominent role of poster presentations at ISIPTA, these sessions provide you with a genuine opportunity for presenting your work to the ISIPTA audience. The deadline for poster submission is May 1. You can submit at any time before that, though, and we will provide you with a decision within two weeks. Not convinced yet? Then perhaps the following features can persuade you. Basic info:ISIPTA 2023 will take place in hotel ACForum in Oviedo, from July 11 to July 14, 2023. Additional information is available on our website: https://isipta23.sipta.org/ Scope:The ISIPTA conferences are devoted to robustness and imprecision in uncertainty modelling, inference and decision making, focusing in particular on uncertainty frameworks that extend or replace the probabilistic one. Invited speakers:ISIPTA 2023 will feature keynote talks by Gert de Cooman (Ghent University, Belgium), Marta Kwiatkowska (University of Oxford, United Kingdom) and Michel Grabisch (Université Paris I- Panthéon Sorbonne). In addition, a homage to the late Professor Terrence Fine will take place. Concept: Each accepted contribution is presented anddiscussed, in two separate sessions. Presentations are short and always plenary. Detailed explanations and discussions will take place in a poster session. Registration: Registration is open. The deadline for early registration is May 20, while the extended registration deadline is June 15. The early registration fees are 450 for regular, 250 for students and 150 for accompanying people. Atmosphere: ISIPTA conferences are characterised by a friendly and cooperative style, a strong emphasis on in-depth discussion and openness to new ideas. We hope that you too will enjoy and contribute to this unique atmosphere. Awards:ISIPTA 2023 will hand out an IJAR Young Researcher Award (for excellent research in the area of imprecise probabilities) and several poster awards. The IJAR award is sponsored by the International Journal of Approximate Reasoning. The deadline for applying for the IJAR Young Researcher Award is May 20; the rules for application are available on our website. Anyone who presents a poster (either for a paper or poster abstract) is eligible for the poster prizes. In addition, Artificial Intelligence Journal is sponsoring 4 fellowships of 750 euros for PhD or master students. We look forward to receiving your contribution. The ISIPTA 2023 Steering Committee F. Cozman (University of Sao Paulo, Brazil) J. De Bock (Ghent University, Belgium) E. Miranda (University of Oviedo, Spain) I.Montes (University of Oviedo, Spain) E. Quaeghebeur (Technical University of Eindhoven, The Netherlands) B. Vantaggi (University La Sapienza of Rome, Italy) *

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Call for Papers: papers using imprecise probabilities are welcome at this series of conferences
by Kreinovich, Vladik 29 Mar '23

29 Mar '23

CALL FOR PAPERS The Seventh International Econometric Conference of Vietnam - ECONVN2024 Ho Chi Minh City, Vietnam, January 09-11, 2024 Main theme: PARTIAL IDENTIFICATION IN ECONOMETRICS AND RELATED TOPICS We have witnessed recent developments in the partial identification approach in econometrics since the early 1990s. Therefore, the Seventh International Econometric Conference of Vietnam (ECONVN2024) aims to address the latest ideas and developments in econometrics for economics and related topics, emphasising the benefits and challenges of using partially identified models in empirical research. Selected papers will be published in the Springer series "Studies in Systems, Decision, and Control" (Scopus, DBLP, WTI Frankfurt eG, zbMATH, SCImago) and will be submitted for consideration in Web of Science (ISI). Venue: Ho Chi Minh University of Banking (HUB), 36 Ton That Dam Street, District 1, Ho Chi Minh City, Vietnam Format: A Hybrid Conference with both Online and Offline Conference Date: January 9-11, 2024 Conference Website: hcm-hn.conference-econ-buh-bav-rist.vn Point of Contact: vietnam.buh.econvn(a)gmail.com<mailto:vietnam.buh.econvn@gmail.com> Tel: (84) 28.382.102.38 The Conference welcomes research contributions to all aspects of partial identification in econometrics, with special emphasis on, but not limited to different techniques: Partial identification Bayesian statistics and computation; Uncertainty formalisms; Modelling uncertainty and inconsistency in big data; Uncertainty modelling in machine learning and deep learning; Information fusion and knowledge; Aggregation operators; Copulas for dependence modelling; Information fusion and knowledge integration in uncertain environments; Etc. and their applications to economics and econometrics. Publications: Accepted papers must be presented at the Conference which will be published (a few months after the conference dates) in the Springer Volume, Series: STUDIES IN SYSTEMS, DECISION AND CONTROL (Economics, Social and Life Science Classifications) Indexed by SCOPUS, SCImago (submitted for Web of Science) Important Dates: ● Paper submission deadline: July 31, 2023. ● Notification of acceptance: October 1, 2023. ● Camera-Ready Manuscript: October 31, 2023. Instructions for Submissions: ● Get your account on EasyChair (then click on Conferences, on ECONVN2024) and submit your PDF files to EasyChair. Link: https://easychair.org/conferences/?conf=econvn2024 ● Make sure your PDF files have Authors' EMAILS on them for correspondence. Registration Fee 1. Presenters ● Presenter + publication USD 200 (non-residents)/VND 7,000,000 (residents) ● Student + publication USD 100 (non-residents)/VND 4,800,000 (residents) 2. Participants: ● General USD 100 (non-residents)/VND 2,300,000 (residents) ● Student USD 30 (non-residents)/VND 1,000,000 (residents) *Authors from Ho Chi Minh University of Banking (HUB) and Co-organizers are discounted by 50%. Plenary Invited Speakers Arnab Bhattacharjee (UK) Christian Bontemps (France) William Briggs (USA) Boualem Djehiche (Sweden) Daniel S. Hain (Denmark) Marc Hallin (Belgium) Toru Kitagawa (UK) Vladik Kreinovich (USA) Poom Kumam (Thailand) Hung T. Nguyen (USA & Thailand) Tonghui Wang (USA) Calla Wiemer (Philippines) Woraphon Yamaka (Thailand) General Chair Doan Thanh Ha (Chair) Nguyen Duc Trung (Co-chair) Nguyen Tran Phuc Ha Thi Thieu Dao Organizing Committee CHAIR: NGUYEN NGOC THACH Secretary: Diem Pham Thi Thuy Scientific Committee CHAIR: HUNG T. NGUYEN (USA & Thailand) Members: Akira Namatame (Japan) Arnab Bhattacharjee (UK) Bernadette Bouchon-Meunier (France) Boris Choy (Australia) Boualem Djehiche (Sweden) Calla Wiemer (Philippines) Cathy Chen (Taiwan) Christian Bontemps (France) Daniel S. Hain (Denmark) Daniel Schmidt (Australia) David Trafimov (USA) Duan Jin-Chuan (Singapore) Poom Kumam (Thailand) Galit Shmueli (Taiwan) Irina Perfilieva (Czech Republic) John Harding (USA) Katsuhiro Sugita (Japan) Marc Hallin (Belgium) Marc Paolella (Switzerland) Mark Schaffer (UK) Michael Eichter (Netherlands) Michael Wolf (Switzerland) Michio Sugeno (Japan) Nguyen Duc Trung (Vietnam) Nguyen Ngoc Thach (Vietnam) Niels Haldrup (Denmark) Paulo Fraga Martins Maio (Finland) Polina Khrennikova (UK) Poom Kumam (Thailand) Radim Jirousek (Czech Republic) Rakesh Gupta (Australia) Sa-At Nipong (Thailand) Tonghui Wang (USA) Vilem Novak (Czech Republic) Vladik Kreinovich (USA) Vyacheslav Yukalov (Russia) William Briggs (USA) Mark Schaffer (UK) Janusz Kacprzyk (Poland) Emmanuel Haven (Canada) Polina Khrennikova (UK) Toru Kitagawa (UK) Woraphon Yamaka (Thailand) Ying Chen (Singapore)

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PhD position in Deep Neural Networks with Dempster Shafer Theory
by Sébastien Ramel 28 Mar '23

28 Mar '23

Description PhD position in Deep Neural Networks with Dempster Shafer Theory (Fully funded) Place: LGI2A, Université d’Artois, Béthune, France Starting date: October 2023 Candidate before May 2023 Duration : 3 years Website: https://www.lgi2a.univ-artois.fr/spip/en/open_positions/open-position-25 Subject Deep neural networks (DNNs) refer to predictive models that exploit multiple layers of artificial neurons to compute a prediction [1,4]. In the original version, the layers are sequential and each neuron in a layer is connected with neurons in the previous layer. Many other alternative architectures have been proposed to adapt DNNs to solve specific and complex problems. On the other hand, a theory called Dempster-Shafer theory of belief functions, or theory of evidence [15], has emerged as a rich and flexible generalization of the Bayesian probability theory, able to deal with imperfect (uncertain, imprecise, …) information. It is notably used in a growing number of applications such as classification (e.g. [2]), clustering (e.g. [3,7]) or information fusion (e.g. [5,13]). Recent works [6,16,17] have shown the interest of enriching a DNN with an additional distance-based Dempster Shafer layer [2] for predicting belief functions. These belief functions can be of great interest to represent a reality as faithfully as possible, for example to perform a partial classification [8], i.e. decisions in favor of a group of classes. The main idea of this thesis is to develop such deep evidential networks in more depth by exploiting methods developed at LGI2A allowing one to consider finer knowledge about the quality [12, 14] and the dependence of information [11], or the ignorance in predictions [9,10]. Two applications are envisaged: Image analysis from drones and fish population analysis. To apply, please send the following documents grouped in one pdf file: your CV, your grades for the current and past years, a motivation letter, and at most two recommendations (optional) to sebastien.ramel(a)univ-artois.fr, frederic.pichon(a)univ-artois.fr and david.mercier(a)univ-artois.fr References [1] C. M. Bishop. Pattern recognition and machine learning, 5th Edition. Information science and statistics. Springer, 2007. [2] T. Denoeux. A neural network classifier based on dempster-shafer theory. IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans, 30(2):131–150, 2000. [3] T. Denœux. Calibrated model-based evidential clustering using bootstrapping. Information Science, 528:17–45, 2020. [4] I. Goodfellow, Y. Bengio and A. Courville: Deep Learning (Adaptive Computation and Machine Learning), MIT Press, Cambridge (USA), 2016. [5] L. Huang, T. Denoeux, P. Vera, and S. Ruan. Evidence fusion with contextual discounting for multi-modality medical image segmentation. In International Conference on Medical Image Computing and Computer-Assisted Intervention, pages 401–411. Springer, 2022. [6] L. Huang, S. Ruan, P. Decazes, and T. Denoeux. Lymphoma segmentation from 3D PET-CT images using a deep evidential network. International Journal of Approximate Reasoning, Volume 149, pages 39-60, 2022. [7] F. Li, S. Li, and T. Denœux. Combining clusterings in the belief function framework. Array, 6:100018, 2020. [8] L. Ma and T. Denœux. Partial classification in the belief function framework. Knowledge-Based Systems, 214: article 106742, 2021. [9] P. Minary, F. Pichon, D. Mercier, E. Lefèvre and B. Droit. Evidential joint calibration of binary SVM classifiers, Soft Computing, pp 4655-4671, Vol. 23, No. 13, 2019. [10] S. Ramel, F. Pichon and F. Delmotte. A reliable version of choquistic regression based on evidence theory, Knowledge-Based Systems, KBS, pp 106252, Vol. 205, 2020. [11] F. Pichon. Canonical decomposition of belief functions based on Teugels' representation of the multivariate Bernoulli distribution. Information Sciences, 428:76-104, 2018. [12] F. Pichon, D. Dubois, and T. Denœux. Relevance and truthfulness in information correction and fusion. International Journal Approximate Reasoning, 53(2):159–175, 2012. [13] F. Pichon, D. Dubois, and T. Denoeux. Quality of information sources in information fusion. In Éloi Bossé and Galina L. Rogova, editors, Information Quality in Information Fusion and Decision Making, pages 31–49. Springer, 2019. [14] F. Pichon, D. Mercier, E. Lefèvre, and F. Delmotte. Proposition and learning of some belief function contextual correction mechanisms. International Journal Approximate Reasoning, 72:4–42, 2016. [15] G. Shafer. A mathematical theory of evidence, volume 42. Princeton university press, 1976. [16] Z. Tong, P. Xu, and T. Denoeux. An evidential classifier based on dempster-shafer theory and deep learning. Neurocomputing, 450:275–293, 2021. [17] Z. Tong, P. Xu, and T. Denœux. Fusion of evidential cnn classifiers for image classification. In International Conference on Belief Functions, pages 168–176. Springer, 2021.

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Call for papers: GRID Workshop @ KR2023
by Sihem Belabbes 22 Mar '23

22 Mar '23

** Apologies for multiple postings ** CALL FOR PAPERS The First International Workshop on Graphical Reasoning with Imperfect Data, collocated with KR2023 (https://imsva91-ctp.trendmicro.com:443/wis/clicktime/v1/query?url=https%3a%…) Website: GRID2023 [1] INTRODUCTION The quality of real-world data is a major issue in many application domains, especially in data-intensive AI applications. As a matter of fact, the presence of inconsistent, incomplete, inaccurate or uncertain data may not only hamper problem modeling and solving, but also the process of explaining the solutions. More theoretical approaches, on the other hand, have provided graphical tools for principled knowledge representation and reasoning that are much more transparent than opaque real-world AI applications. Indeed, graphical models such as Bayesian networks, knowledge graphs and ontologies have long been used to facilitate the representation of and the reasoning with imperfect data. By providing a visual dimension, they contribute to increasing the understanding of the problem, and thus help practitioners, users (lay and expert) as well as engineers in designing solutions that improve trust, efficiency and transparency. The GRID workshop aims at bringing the applied and the theoretical approaches together for the benefit of both. Real-world applications can gain in explainability through the use of graphical models, while addressing the intrinsic challenges of poor quality data can improve the understanding and use of graphical models. Small workshops are often organised around one unifying theme, be it a methodological theme or a challenge. We here focus on both a methodological theme and a challenge. Our approach will bring together 1) a variety of methods drawing on graphical representation and 2) a variety of application domains dealing with different aspects of imperfect data. The varieties generate the necessary distance between approaches to provide opportunities for cross-pollination, while similarities of methods and domains make for a sufficient closeness guaranteeing mutual relevance. TOPICS This workshop welcomes submissions dealing with the general topics of graphical models and imperfect data and their integration, from the perspective of knowledge representation and reasoning. A non-exhaustive list of keywords includes: + Bayesian nets + Markov nets + Credal nets + Dung-style argumentation + Knowledge graphs + Ontologies + Data visualization tools + Inconsistent data + Uncertain data + Data integration + Multi-source data + Heterogeneous data + Consistency maintenance + Real-world data + Data imputation + Missing data + Spurious data + Data loss + Outliers + Adversarial data SUBMISSION GUIDELINES Papers should be formatted according to the LNCS style and submitted as a single PDF file. We welcome submissions of theoretical and practical work including early-stage research ideas, methods, tools and applications. We welcome short papers (2-6 pages), and long papers (up to 12 pages). All accepted papers will be considered for an oral presentation. The reviewing process will be light and driven more by relevance to the workshop and the paper's potential to foster discussion than by the technical maturity of the contribution. Workshop submissions and camera-ready versions will be handled by EasyChair. Please submit at: https://easychair.org/my/conference?conf=grid2023 IMPORTANT DATES - May 31, 2023: Submission deadline - July 4, 2023: Paper notification - July 31, 2023: Camera-ready papers due PROCEEDINGS The accepted papers will appear on the workshop website and the online proceedings will be non-archival. The copyright will remain with the authors. ORGANIZING COMMITTEE Sihem Belabbes, LIASD, IUT de Montreuil, Université Paris 8, France. Jürgen Landes, University of Milan, Italy. PROGRAM COMMITTEE Leila Amgoud (CNRS, Université Toulouse 3, FR), Martin Adamčík (Assumption University, TH), Paolo Baldi (University of Milan, IT), Sadok Ben Yahia (Tallinn University of Technology, EE), Salem Benferhat (Université d'Artois, FR), Meghyn Bienvenu, (CNRS, Université de Bordeaux, FR), Richard Booth (Cardiff University, UK), Camille Bourgaux (Ecole Normale Supérieure, FR), Katarina Britz (Stellenbosch University, SA), Giovanni Casini (ISTI-CNR, IT), Esther Anna Corsi (University of Milan, IT), Madalina Croitoru (Université de Montpellier, FR), Glauber De Bona (Universidade de São Paulo, BR), Francesco De Pretis (University of Modena and Reggio Emilia, IT), Andreas Herzig (CNRS, Université Toulouse 3, FR), Sa ̈ıd Jabbour (Université d'Artois, FR), Mardi Jankowitz (University of South Africa, SA), Souhila Kaci (Université de Montpellier, FR), Myriam Lamolle (Université Paris 8, FR), Marie-Jeanne Lesot (Sorbonne Université, FR), Quentin Manière (Universität Leipzig, DE), Nédra Mellouli (Université Paris 8, FR), Tommie Meyer (University of Cape Town, SA), Petrus Potgieter (University of South Africa, SA), Soroush Rafiee Rad (ILLC Universiteit van Amsterdam, NL), Adrien Revault d'Allonnes (Université Paris 8, FR), Kai Sauerwald (FernUniversität in Hagen, DE), Karima Sedki (Université Paris 13, FR), Tom Sterkenburg (Ludwig-Maximilians-Universität Munich, DE), Chris Swanepoel (University of South Africa, SA), Karim Tabia (Université d'Artois, FR), Matthias Thimm (FernUniversität in Hagen, DE), Ivan Varzinczak (Université Paris 8, FR), Srdjan Vesic (CNRS, Université d'Artois, FR). CONTACT belabbes@1 and juergen_landes@2 1: iut.univ-paris8.fr 2: yahoo.de Links: ------ [1] https://jlandes.wordpress.com/graphical-reasoning-with-imperfect-data-grid-…

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[CFP] 28th International Conference on Conceptual Structures (ICCS 2023) at the HU Berlin, Final Call (Deadline Extended)
by Kai Sauerwald 21 Mar '23

21 Mar '23

[Apologies for multiple postings.] ****************************************************************** Final Call for Papers: 28th International Conference on Conceptual Structures (ICCS 2023) September 11th-13rd, 2023, Berlin, Germany Website: https://iccs-conference.org/ Twitter: @iccs_confs Contact us: contact(a)iccs-conference.org ****************************************************************** ********** About ICCS ********** The International Conferences on Conceptual Structures (ICCS) focus on the formal analysis and representation of conceptual knowledge at the crossroads of artificial intelligence, human cognition, computational linguistics, and related areas of computer science and cognitive science. The ICCS conferences evolved from seven annual workshops on conceptual graphs, starting with an informal gathering hosted by John F. Sowa in 1986. Recently, graph-based knowledge representation and reasoning (KRR) paradigms have been getting more and more attention. With the rise of quasi-autonomous AI, graph-based representations provide a vehicle for making machine cognition explicit to human users. ICCS 2023 will take place in Berlin, Germany, in September 2023. Scholars, students and industry participants from different disciplines will meet for several weeks of conferences, workshops, summer schools, and public events to engage with the broad topics, issues and challenges related to knowledge in the 21st century. Submissions are invited on significant, original, and previously unpublished research on the formal analysis and representation of conceptual knowledge in artificial intelligence (AI). All papers will receive mindful and rigorous reviews that will provide authors with useful critical feedback. The aim of the ICCS 2023 conference is to build upon its long-standing expertise in graph-based KRR and focus on providing modelling, formal and application results of graph-based systems. In particular, the conference welcomes contributions that address graph-based representation and reasoning paradigms (e.g. Bayesian Networks (BNs), Semantic Networks (SNs), RDF(S), Conceptual Graphs (CGs), Formal Concept Analysis (FCA), CP-Nets, GAI-Nets, Graph Databases, Diagrams, Knowledge Graphs, Semantic Web, etc.) from a modelling, theoretical and application viewpoint. **************** Invited Speakers **************** The following speaker will give keynote talks in addition to the technical programme: - Camille Roth (French National Centre for Scientific Research, Centre Marc Bloch) - Henrik Müller (TU Dortmund University) - Nina Gierasimczuk (Technical University of Denmark) ****** Topics ****** - Topics include but are not limited to: - Existential and Conceptual Graphs - Graph-based models for human reasoning - Social network analysis - Formal Concept Analysis - Conceptual knowledge acquisition - Data and Text mining - Human and machine reasoning under inconsistency - Human and machine knowledge representation and uncertainty - Automated decision-making - Argumentation - Constraint satisfaction - Preferences - Contextual logic - Ontologies - Knowledge architecture and management - Semantic Web, Web of Data, Web 2.0, Linked (Open) Data - Conceptual structures in natural language processing and linguistics - Metaphoric, cultural or semiotic considerations - Resource allocation and agreement technologies - Philosophical, neural, and didactic investigations of conceptual, graphical representations ************************** Important Dates (Extended) ************************** - Abstract registration deadline: April 3, 2023 (AoE) - Submission deadline: April 10, 2023 (AoE) - Paper Reviews Sent to Authors: May 21, 2023 (AoE) - Rebuttals Due: May 28, 2023 (AoE) - Notification to authors: June 7, 2023 (AoE) - Camera-ready papers due: June 21, 2023 (AoE) ****************** Submission Details ****************** We invite scientific papers of up to fourteen pages, short contributions of up to eight pages, and extended poster abstracts of up to three pages. Papers and poster abstracts must be formatted according to Springer’s LNCS style guidelines and not exceed the page limit. Papers will be subject to double-blind peer review, in which the reviewers do not know the author's identity. We recommend using services like https://anonymous.4open.science/ to anonymously share code or data. Anonymized works that are available as preprints (e.g., on arXiv or SSRN) may be submitted without citing them. Submission should be made via EasyChair: https://easychair.org/conferences/?conf=iccs2023. All paper submissions will be refereed, and authors will have the opportunity to respond to reviewers’ comments during the rebuttal phase. Accepted papers will be included in the conference proceedings, published by Springer in the LNCS/LNAI series. Poster submissions will also be refereed, and selected poster abstracts might be included in the conference proceedings. At least one author of each accepted paper or poster must register for the conference and present the paper or poster there. Proceedings will be indexed by DBLP. ********** Organizers ********** General Chair: Robert Jäschke, Information Processing and Analytics, Humboldt University of Berlin, Germany Program Chairs: Manuel Ojeda Aciego, Dept. Applied Mathematics, University of Málaga, Spain Kai Sauerwald, Artificial Intelligence Group, FernUniversität in Hagen, Germany ***************** Program committee ***************** - Bernd Amann – Sorbonne Université – LIP6, France - Simon Andrews – Sheffield Hallam University, UK - L’ubomír Antoni – Univ. P.J. Safárik, Slovakia - Pierre Bisquert – INRAE, France - Tanya Braun – Univ. of Münster, Germany - Peggy Cellier – IRISA/INSA Rennes, France - Pablo Cordero — Univ. de Málaga, Spain - M.Eugenia Cornejo — Univ. de Cádiz, Spain - Diana Cristea – Babes-Bolyai Univ. Cluj-Napoca, Romania - Licong Cui – The Univ. of Texas Health Science Center at Houston, USA - Harry Delugach – Univ. of Alabama in Huntsville, USA - Dominik Endres – Univ. of Marburg, Germany - Jérôme Euzenat – INRIA, France - Marcel Gehrke – Univ. of Lübeck, Germany - Raji Ghawi – Technical Univ. of Munich, Germany - Ollivier Haemmerlé – IRIT, Univ. Toulouse le Mirail, France - Tom Hanika – Univ. of Kassel, Germany - Dmitry Ignatov – National Research Univ., Higher School of Economics, Russia - Hamamache Kheddouci – Univ. Claude Bernard, France - Petr Krajca – Univ. Palacky Olomouc, Czech Republic - Ondrej Krídlo — Univ. P.J. Safárik, Slovakia - Leonard Kwuida – Bern Univ. of Applied Sciences, Switzerland - Domingo López-Rodríguez — Univ. de Málaga, Spain - Philippe Martin – UEA2525 LIM, Univ. of La Réunion, France - Jesús Medina — Univ. de Cádiz, Spain - Amedeo Napoli – LORIA Nancy (CNRS – Inria – Univ. de Lorraine), France - Sergei Obiedkov – National Research Univ., Higher School of Economics, Russia - Carmen Peláez-Moreno – Univ. Carlos III Madrid, Spain - Heather D. Pfeiffer – Akamai Physics, Inc., USA - Uta Priss – Ostfalia University, Germany - Christian Sacarea – Babes-Bolyai Univ. Cluj-Napoca, Romania - Diana Sotropa – Babes-Bolyai Univ. Cluj-Napoca, Romania - Francisco Valverde-Albacete — Univ Rey Juan Carlos, Madrid, Spain *****************************************

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8th SIPTA seminar: Frank Riedel ("Knightian Uncertainty in Finance and Economics") 30th March
by sdesterc 16 Mar '23

16 Mar '23

Dear SIPTians and IP enthusiasts, We are delighted to announce our upcoming eight SIPTA online seminar on imprecise probabilities (IP). These monthly events are open to anyone interested in IP, and will be followed by a Q&A and open discussion. They also provide an occasion for the community to meet, keep in touch and exchange between in-person events. The eigth seminar will take place on the 30th of March (Thrusday). The zoom link for this seminar is https://utc-fr.zoom.us/j/83400465706 For this eigth seminar, we are very happy to have Frank Riedel as our speaker. Frank Riedel is, among other things, Professor for Mathematics and Economics at Bielefeld University, as well as Director of the Center for Mathematical Economics and Editor in Chief of Mathematics and Financial Economics. He has made many core contribution to the handling of uncertainty in Finance, in particular to deal with ambiguity and knighting uncertainty. On the 30th March, at 15:00 CET paris time (up to 17:00 CET, with a talk duration of 45min/1h), he will talk about "Knightian Uncertainty in Finance and Economics”. Curious? Then check out the abstract on the webpage of the SIPTA seminars: sipta.org/events/sipta-seminars. The zoom link for attending the seminar can be found on that same page. So please mark your calendars on the 30th March, at 15:00 CET, and join us for the occasion. And for those who missed the previous seminar and want to catch up, or simply want to see it again and again, it is now online at https://www.youtube.com/watch?v=4Xv-7P7J1og. See you at the seminar! Sébastien, Enrique and Jasper

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FW: IUKM 2023 Call for Papers
by Kreinovich, Vladik 12 Mar '23

12 Mar '23

FYI, imprecise probabilities are one of the highlighted topics. -----Original Message----- From: Van Nam Huynh <huynh(a)jaist.ac.jp> Dear All, The IUKM 2023 — The Tenth International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making is being held from November 02 — 04, 2023, in Kanazawa, Japan. Attached please find the call for papers and I appreciate your help in circulating it among your colleagues and students. Thanks a lot. Best wishes, Nam

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16th International Workshop on Constraint Programming and Decision Making CoProD'2023
by Kreinovich, Vladik 12 Mar '23

12 Mar '23

Typo corrected, my apologies FYI, papers related to imprecise probabilities are always welcome at this series of workshops ************************************************************ 16th International Workshop on Constraint Programming and Decision Making CoProD'2023 https://www.cs.utep.edu/interval-comp/coprod23.html May 30, 2023, Cincinnati, Ohio, USA. CoProD'2023 is the sixteenth edition of CoProD http://coprod.constraintsolving.com/. It will be held on May 30, 2023, right before the Annual Conference of the North American Fuzzy Information Processing Society NAFIPS'2023, Cincinnati, Ohio, USA, May 31 - June 2, 2023, https://nafips2023.com/ Constraint programming techniques are important components of intelligent systems. They constitute a declarative and efficient methodology to represent and solve many practical problems. They have been applied successfully to a number of fields, such as scheduling of air traffic, software engineering, networks security, chemistry, and biology. Despite the proved usefulness of these techniques, they are still under-utilized in real-life applications. One reason is the perceived lack of effective communication between constraint programming experts and domain practitioners about constraints, in general, and their use in decision making, in particular. Objectives of CoProD: * To present advances in constraint solving, optimization, and related topics; * To develop a network of researchers interested in constraint techniques, in particular researchers and practitioners that use numeric and symbolic approaches (or a combination of them) to solve constraint and optimization problems; * To address the gap between the great capacity of these techniques and their limited use. CoProD aims at encouraging presentation and discussion of on-going work. In particular, please note that there is room for presentation of ideas, as opposed to results only. It also aims at facilitating networking opportunities as well as cross-fertilization between the approaches used in the different attending communities. Therefore, besides active researchers in decision making and constraint programming techniques, we expect to have a wide attendance and participation of domain scientists -- whose input is highly valued in this workshop. Proceedings / Publication: Submissions are expected in the form of extended abstracts of at least 2 pages and ideally no more than 5 pages (a few more pages is OK), formatted using the Springer edited book format, style file svmult.cls and an example of using this file (not related to CoProD) are attached to the workshop website. Submissions have to be sent in pdf format AND LaTeX format to mceberio [at] utep [dot] edu and vladik [at] utep [dot] edu. A contact author should be specified in the submission email. The deadline for submissions is April 15, 2023 (Let us know if you need a few more days). Authors of accepted abstracts are expected to participate and present their work at the workshop. Participation / Submission: Participation is encouraged from people doing research in the area of decision making as well as from domain scientists. Submissions of ideas are also encouraged. Important dates: April 10, 2023: paper submission April 20, 2023: notification of acceptance May 1, 2023: camera-ready copy of abstracts due May 30, 2022: workshop Organizers: Martine Ceberio, the University of Texas at El Paso, mceberio(a)utep.edu<mailto:mceberio@utep.edu> Vladik Kreinovich, the University of Texas at El Paso, vladik(a)utep.edu<mailto:vladik@utep.edu> The previous editions of CoProD featured invited talks by highly recognized experts (listed in alphabetic order): * Purushotham Bangalore, CIS department, University of Alabama at Birmingham, USA * Martin Berz, Michigan State University, USA * Stefano Bistarelli, University of Perugia, Italy * Alessandro Dal Palu, University of Parma, Italy * Rina Dechter, Information and Computer Sciences, University of California Irvine, USA * Scott Ferson, Applied Bioinformatics, New York, USA * Juan Carlos Figueroa, Universidad Distrital de Bogota, Colombia * Patty Hough, Sandia National Lab, Livermore, California, USA * Luc Jaulin, Ecole Nationale Superieure des Techniques Avancees (ENSTA) Bretagne, France * Weldon Lodwick, University of Colorado Denver, Denver, Colorado, USA * Kyoko Makino, Michigan State University, USA * Francois Modave, Texas Tech Health Center, El Paso, Texas, USA * Tiago Oliveira, National Institute of Informatics (NII) in Tokyo, Japan. * Enrico Pontelli, New Mexico State University, Las Cruces, New Mexico, USA * James Raynolds, College of Nanoscale and Engineering, SUNY Albany, USA * Sigfried Rump, Hamburg University of Technology and Waseda University, Japan * Ken Satoh, National Institute of Informatics (NII) in Tokyo, Japan * Bart Selman, CS department, Cornell University, USA * Yaroslav D. Sergeyev, Università della Calabria, Italy * Sergey Shary, Novosibirsk State University, Russia * Young Jun Son, The University of Arizona, Tucson, USA * Xiaobai Sun, Duke University, USA * Alfredo Vaccaro, University of Sannio, Department of Engineering, Benevento, Italy * Leticia Velazquez, The University of Texas at El Paso, USA

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Re: EMS 2023
by Kreinovich, Vladik 10 Mar '23

10 Mar '23

Papers related to imprecise probabilities are welcome at this conference From: Przemysław Grzegorzewski <przemyslaw.grzegorzewski(a)pw.edu.pl> Sent: Thursday, March 9, 2023 3:58 AM Dear Colleague, It is our pleasure to inform you that the registration and abstract submission for the European Meeting of Statisticians (Warsaw, 3-7.07.2023) has been extended to March, 31, 2023. The web page of the conference is https://ems2023.org/ The European Meeting of Statisticians (EMS), sponsored by the European Regional Committee of the Bernoulli Society, is the main conference in statistics and probability in Europe. EMS is a conference where statisticians from all regions meet to exchange ideas and talk about the newest developments in the broad field of statistics and probability theory. The very first EMS meeting was held in Dublin in 1962, and the 34th European Meeting of Statisticians (EMS 2023) - will take place in Warsaw. The meeting is organized by the University of Warsaw, Warsaw University of Technology, and the Polish Mathematical Society under the auspices of the Committee of Mathematics of the Polish Academy of Sciences. The conference will be held at the campus of the University of Warsaw. The program consists of invited and contributed lectures, and posters, addressing a full range of subjects in statistics and its many applications. We hope that you will be able to participate and to contribute to the success of the meeting. Organizing Committee of the EMS 2023 ***** Prof. dr hab. Przemysław Grzegorzewski Faculty of Mathematics and Information Science Warsaw University of Technology Koszykowa 75, 00-662 Warsaw, Poland http://pages.mini.pw.edu.pl/~grzegorzewskip/www *****

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FW: Summer Workshop on Interval Methods 2023
by Kreinovich, Vladik 27 Feb '23

27 Feb '23

SWIM 2023 Summer Workshop on Interval Methods 2023 27-29 June 2023 Angers, France https://swim2023.sciencesconf.org/ The 2023 Summer Workshop on Interval Methods (SWIM) is organized by the Dynamic System and Optimization (DSO) team of LARIS, in collaboration with the CNRS GDR MACS. It takes place this year on June 27, 28 and 29, 2023 at Polytech Angers. IMPORTANT INFORMATION Location: Angers - Polytech Angers | 62 avenue Notre Dame du Lac. Dates: June 27, 28 and 29, 2023. Registration and contribution deadline: June 8, 2023. Language: presentation support in English, presentation and discussions in French or English depending on the audience. Meals: * Lunches and coffee breaks are covered by the organization. Thanks to University of Angers, GDR MACS, LARIS, and SFR Math-STIC; * Dinners of June 27 and 28 remains the responsibility of the participant. SCOPE AND TOPICS SWIM aims at gathering researchers working on/with interval methods and their applications. The goal is to review the state-of-the-art in this field. Contributions can be for example in the domain of * Verification and Validation * Robust and Nonlinear Control Systems * State Estimation * Interval Observer Design * Parameter Identification * Fault Detection and Diagnosis, Fault Tolerant Systems * Stability, Reachability, Observability * Reliable Software Design * Robotics * Mathematics * Verified Solution of Algebraic and Dynamic System Models * Verified Numerics and Scientific Computing * Linear Algebra and any other applications of interval methods, verified numerics, and other related set-membership techniques (e.g., affine arithmetics, polytopes, etc). ATTENDANCE AND CONTRIBUTIONS As in previous years, these days will mainly consist of the presentations by guest researchers and oral presentations selected from the submitted contributions (~20 minutes), based on submission of an abstract of one to two double column pages in English in pdf format. Nicolas Delanoue, Sebastien Lagrange, Remy Guyonneau, Marie-Francoise Gerard, and Franck Mercier CONTACT: nicolas.delanoue(a)univ-angers.fr<mailto:nicolas.delanoue@univ-angers.fr>

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Teddy Seidenfeld seminar today (3pm CET)!
by Sebastien Destercke 17 Feb '23

17 Feb '23

Dear Siptians, This is a message to remind you all that the seventh seminar will take place today (17th of February), at 3pm CET (Paris time). The zoom link for this next seminar is https://utc-fr.zoom.us/j/86719575230 For this seventh seminar, we are very happy to have Teddy Seidenfeld as our speaker. Teddy Seidenfeld is the Herbert A. Simon University Professor of Philosophy and Statistics at Carnegie Melon University. He has numerous core and foundational contributions in the fields of philosophy, statistics, probability, game theory and related areas. Teddy will talk about "Some finitely additive probabilities and decisions”. And for those who missed the previous seminar and want to catch up, or simply want to see it again and again, it is now online at https://www.youtube.com/watch?v=MaFCzWum1XI. See you at the seminar! Sébastien, Enrique and Jasper

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isipta'2023: deadlines reminder
by Enrique Miranda 09 Feb '23

09 Feb '23

Dear colleagues, This is a reminder that, although the deadline for paper submission of long papers at the upcoming ISIPTA is February 19, a title and abstract should be submitted by February 12, 23:59. You can find all the information at the conference website: https://isipta23.sipta.org/ Submissions should be done via easychair: https://easychair.org/conferences/?conf=isipta2023 For any question related to the conference, you can either contact me or write to <isipta2023(a)uniovi.es>. Looking forward to meeting you in Oviedo, Enrique Miranda

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[CFP] 28th International Conference on Conceptual Structures (ICCS 2023) at the HU Berlin, Second Call
by Kai Sauerwald 06 Feb '23

06 Feb '23

[Apologies for multiple postings.] ************************************************************ Second Call for Papers: 28th International Conference on Conceptual Structures (ICCS 2023) September 11th-13rd, 2023, Berlin, Germany Website: https://iccs-conference.org Twitter: @iccs_confs Contact us: contact(a)iccs-conference.org ************************************************************ *************** About ICCS: *************** The International Conferences on Conceptual Structures (ICCS) focus on the formal analysis and representation of conceptual knowledge at the crossroads of artificial intelligence, human cognition, computational linguistics, and related areas of computer science and cognitive science. The ICCS conferences evolved from seven annual workshops on conceptual graphs, starting with an informal gathering hosted by John F. Sowa in 1986. Recently, graph-based knowledge representation and reasoning (KRR) paradigms have been getting more and more attention. With the rise of quasi-autonomous AI, graph-based representations provide a vehicle for making machine cognition explicit to human users. ICCS 2023 will take place in Berlin, Germany, in September 2023. Scholars, students and industry participants from different disciplines will meet for several weeks of conferences, workshops, summer schools, and public events to engage with the broad topics, issues and challenges related to knowledge in the 21st century. Submissions are invited on significant, original, and previously unpublished research on the formal analysis and representation of conceptual knowledge in artificial intelligence (AI). All papers will receive mindful and rigorous reviews that will provide authors with useful critical feedback. The aim of the ICCS 2023 conference is to build upon its long-standing expertise in graph-based KRR and focus on providing modelling, formal and application results of graph-based systems. In particular, the conference welcomes contributions that address graph-based representation and reasoning paradigms (e.g. Bayesian Networks (BNs), Semantic Networks (SNs), RDF(S), Conceptual Graphs (CGs), Formal Concept Analysis (FCA), CP-Nets, GAI-Nets, Graph Databases, Diagrams, Knowledge Graphs, Semantic Web, etc.) from a modelling, theoretical and application viewpoint. ********** Topics: ********** Topics include but are not limited to: Existential and Conceptual Graphs Graph-based models for human reasoning Social network analysis Formal Concept Analysis Conceptual knowledge acquisition Data and Text mining Human and machine reasoning under inconsistency Human and machine knowledge representation and uncertainty Automated decision-making Argumentation Constraint satisfaction Preferences Contextual logic Ontologies Knowledge architecture and management Semantic Web, Web of Data, Web 2.0, Linked (Open) Data Conceptual structures in natural language processing and linguistics Metaphoric, cultural or semiotic considerations Resource allocation and agreement technologies Philosophical, neural, and didactic investigations of conceptual, graphical representations ******************** Important Dates: ******************** - Abstract registration deadline: March 19th, 2023 - Submission deadline: March 26th, 2023 - Paper Reviews Sent to Authors: May 14th, 2023 - Rebuttals Due: May 21th, 2023 - Notification to authors: May 31th, 2023 - Camera-ready papers due: June 14th, 2023 ******************** Submission Details: ******************** We invite scientific papers of up to fourteen pages, short contributions of up to eight pages, and extended poster abstracts of up to three pages. Papers and poster abstracts must be formatted according to Springer’s LNCS style guidelines and not exceed the page limit. Papers will be subject to double-blind peer review, in which the reviewers do not know the author's identity. We recommend using services like https://anonymous.4open.science/ to anonymously share code or data. Anonymized works that are available as preprints (e.g., on arXiv or SSRN) may be submitted without citing them. Submission should be made via EasyChair: https://easychair.org/conferences/?conf=iccs2023. All paper submissions will be refereed, and authors will have the opportunity to respond to reviewers’ comments during the rebuttal phase. Accepted papers will be included in the conference proceedings, published by Springer in the LNCS/LNAI series. Poster submissions will also be refereed, and selected poster abstracts might be included in the conference proceedings. At least one author of each accepted paper or poster must register for the conference and present the paper or poster there. Proceedings will be indexed by DBLP. ******************** Submission Details: ******************** *************** Organizers: *************** General Chair: Robert Jäschke, Information Processing and Analytics, Humboldt University of Berlin, Germany Program Chairs: Manuel Ojeda Aciego, Dept. Applied Mathematics, University of Málaga, Spain Kai Sauerwald, Artificial Intelligence Group, FernUniversität in Hagen, Germany *****************************************

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[CFP] Workshops and Tutorials at the 28th International Conference on Conceptual Structures (ICCS 2023) @ HU Berlin
by Kai Sauerwald 06 Feb '23

06 Feb '23

[Apologies for multiple postings.] ************************************************************ Call for Workshops and Tutorials at the 28th International Conference on Conceptual Structures (ICCS 2023) September 11 - 13, 2023, Berlin, Germany Website: https://iccs-conference.org Twitter: @iccs_confs Contact us: contact(a)iccs-conference.org ************************************************************ ********** About ICCS ********** The International Conferences on Conceptual Structures (ICCS) focus on the formal analysis and representation of conceptual knowledge at the crossroads of artificial intelligence, human cognition, computational linguistics, and related areas of computer science and cognitive science. The ICCS conferences evolved from seven annual workshops on conceptual graphs, starting with an informal gathering hosted by John F. Sowa in 1986. Recently, graph-based knowledge representation and reasoning (KRR) paradigms have been getting more and more attention. With the rise of quasi-autonomous AI, graph-based representations provide a vehicle for making machine cognition explicit to human users. ICCS 2023 will take place in Berlin, Germany, in September 2023. Scholars, students and industry participants from different disciplines will meet for several weeks of conferences, workshops, summer schools, and public events to engage with the broad topics, issues and challenges related to knowledge in the 21st century. Submissions are invited on significant, original, and previously unpublished research on the formal analysis and representation of conceptual knowledge in artificial intelligence (AI). All papers will receive mindful and rigorous reviews that will provide authors with useful critical feedback. The aim of the ICCS 2023 conference is to build upon its long-standing expertise in graph-based KRR and focus on providing modelling, formal and application results of graph-based systems. In particular, the conference welcomes contributions that address graph-based representation and reasoning paradigms (e.g. Bayesian Networks (BNs), Semantic Networks (SNs), RDF(S), Conceptual Graphs (CGs), Formal Concept Analysis (FCA), CP-Nets, GAI-Nets, Graph Databases, Diagrams, Knowledge Graphs, Semantic Web, etc.) from a modelling, theoretical and application viewpoint. **************************** Call for Workshops/Tutorials **************************** We invite proposals for workshops or tutorials to be held on the first day of ICCS 2023 (September 11, 2023) in Berlin, Germany. Proposals should address current and emerging topics related to the formal analysis and representation of conceptual knowledge (cf. also the list of topics in the CfP). Workshops and tutorials provide an opportunity to discuss novel topics in an interactive atmosphere. They can concentrate in-depth on research topics, but can also be devoted to application issues. ******************* Duration and Format ******************* We welcome both full- and half-day workshop/tutorial proposals and encourage a program that is both varied and interesting. We specifically encourage innovative formats for workshops that go beyond traditional paper presentations, for example, including a challenge for participants to solve, or jointly working on a specific problem or document at the venue. Combinations of half-day tutorial and workshop are also possible, thus providing the option to introduce a topic and then to discuss relevant research. ICCS 2023 will be an on-site conference, thus all contributors are required to present their work locally in Berlin. *************** Important Dates *************** - Proposal deadline: May 5, 2023 - Notification of acceptance: May 12, 2023 - Tutorial/Workshop day: September 11, 2023 *************************** Proposal/Submission Details *************************** Proposals for workshops/tutorials should (at least) provide the following information: - A brief description of * the specific issues that will be addressed, * the reasons why the workshop/tutorial is of relevance, * the main research areas involved, * and what the workshop/tutorial will add to the conference (e.g., do you expect papers of a theme that would not fit the main conference?). - Specifically for workshops, * information on the workshop chairs and the expected program committee, * a draft of the Call for Papers, including information on accepted formats (e.g., regular papers, extended abstracts, oral-only presentations of relevant recently published or submitted contributions, etc.) * and the expected format of the workshop (e.g., invited talks, presentations, poster sessions, panel discussions, challenge sessions, or other ideas for ensuring an interactive atmosphere). - Specifically for tutorials, please add some details on the person(s) who gives the tutorial and the expected length. - In the case of a combined tutorial-workshop, please clearly indicate the format. - Any special requirements regarding logistics (e.g., poster stands, audio equipment), if applicable. Please send your applications or questions to Robert Jäschke (contact(a)iccs-conference.org) We are looking forward to your proposals. *****************************************

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Re: Call for Contributions to the International Conference on SMC
by Kreinovich, Vladik 05 Feb '23

05 Feb '23

FYI, papers using imprecise probabilities are always welcome at this series of conferences Call for Contributions to the International Conference on Systems, Man, and Cybernetics (SMC 2023) We would like to draw your attention to the Call for Contributions to the International Conference on Systems, Man, and Cybernetics (SMC 2023), to be held in Maui, Hawaii, October 1-4, 2023. This year's theme is "Improving the Quality of Life" (https://ieeesmc2023.org/<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fenotice.m…>) Several excellent keynote speakers have already been confirmed: https://ieeesmc2023.org/program/keynotes/<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fenotice.m…> Calls for Workshops, Special Sessions and Tutorials have a deadline of February 15, 2023 with instructions available online: https://ieeesmc2023.org/contributing/<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fenotice.m…> Three Satellite Workshops are confirmed, including the 13th IEEE Workshop on Brain-Machine Interface Systems (https://musaelab.ca/bmi23/smc2023_bmi.html<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fenotice.m…>), the 3rd IEEE Future Directions Workshop on Telepresence, and the 1stIEEE Workshop on Telexistence in Virtual Worlds. Attendance to these workshops will be free to all SMC 2023 attendees. Full papers covering contributions to theory and practice, including but not limited to, the broad technical areas of Systems Science and Engineering, Human-Machine Systems, and Cybernetics are being sought with a submission deadline of March 30, 2023. More details can be found here: https://ieeesmc2023.org/contributing/call-for-papers/<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fenotice.m…> ______________________________________________________________________ Professor Saeid Nahavandi, FIEEE Chair, Electronic Communications Subcommittee [http://images.magnetmail.net/images/clients/IEEE_MGAIM/enotice_footer_800.p…] [https://enotice.mmsend.com/spacer.cfm?tracking_id=55845521419&jid=58575155]

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Uncertain Reasoning Special Track at The 36th International FLAIRS Conference (UR@FLAIRS-36)
by Kai Sauerwald 24 Jan '23

24 Jan '23

*** Third Call for Papers *** ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ Uncertain Reasoning (UR) Special Track at The 36th International FLAIRS Conference (FLAIRS-36) In cooperation with the American Association for Artificial Intelligence Clearwater Beach, Florida, USA May 14-17, 2023 Abstract submission deadline: February 6, 2023 Paper submission deadline: February 13, 2023 Notification: March 13, 2023 All accepted papers will be included in the FLAIRS proceedings published by Florida Online Journals Invited papers will be published in a special journal issue http://ur-flairs.github.io/2023/ ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ Call For Papers The Special Track on Uncertain Reasoning (UR) is the oldest track in FLAIRS conferences, running annually since 1996. The UR Special Track at the 36th International Florida Artificial Intelligence Research Society Conference (FLAIRS-36) is the 28th in the series. Like the past tracks, UR seeks to bring together researchers working on broad issues related to reasoning under uncertainty. Topics of Interest Papers on all aspects of uncertain reasoning are invited. Papers of particular interest include, but are not limited to: *Uncertain reasoning formalisms, calculi and methodologies *Reasoning with probability, possibility, fuzzy logic, belief function, vagueness, granularity, rough sets, and probability logics *Modeling and reasoning using imprecise and indeterminate information, such as: Choquet capacities, comparative orderings, convex sets of measures, and interval-valued probabilities *Exact, approximate and qualitative uncertain reasoning *Probabilistic graphical models of uncertainty such as: Bayesian networks, Markov random field, probabilistic circuits *Multi-agent uncertain reasoning and decision-making *Decision-theoretic planning and Markov decision process *Temporal reasoning and uncertainty *Non-monotonic reasoning *Conditional Logics *Argumentation *Belief change and merging *Similarity-based reasoning *Ontologies and description logics *Construction of models from elicitation, data mining and knowledge discovery *Uncertain reasoning in information retrieval, filtering, fusion, diagnosis, prediction, situation assessment *Uncertain reasoning in data management *Practical applications of uncertain reasoning *Learning probabilistic models *Applications in computer vision and animation === Paper Submission and Publication === Submitted papers must be original, and not submitted concurrently to a journal or another conference while under review. Interested authors should format their papers according to FLAIRS-36 conference formatting guidelines. Papers should not exceed 6 pages (4 pages for a poster) and are due by February 13, 2023. The reviewing is a double blind process. Author names and affiliations must be omitted on submitted papers. Papers must be submitted as PDF through the EasyChair conference system, which can be accessed through the main conference web site (http://www.flairs-36.info/) Authors should indicate the Uncertain Reasoning special track for submissions. All accepted papers will be included in the proceedings of FLAIRS, which will be published by the Florida Online Journals. FLAIRS requires that there be at least one full author registration per paper. Instructions on the submission procedure are available at the UR website: http://ur-flairs.github.io/2023 We anticipate there will be a special issue devoted to extended versions of selected papers at the track. === Important Dates === Abstract submission due: Feb. 6, 2023 Paper submission due: Feb. 13, 2023 Author Notification: Mar. 13, 2023 === Program Committee === [ Track Chairs ] Kai Sauerwald University of Hagen, Germany Choh Man Teng Institute for Human and Machine Cognition, USA [ PC Members ] Mohand Said Allili (Université du Québec en Outaouais) Alessandro Antonucci (IDSIA, Switzerland) Ofer Arieli (The Academic College of Tel-Aviv, Israel) Christoph Beierle (FernUniversität in Hagen, Israel) Salem Benferhat (University of Artois, France) Stefano Bistarelli (University of Perugia, Italy) Nizar Bouguila (Concordia University, Canada) Martine Ceberio (University of Texas at El Paso, US) Lluís Godo (University of Barcelona, Spain) Christophe Gonzales (LIS, France) Gabriele Kern-Isberner (University of Technology Dortmund, Germany) Vladik Kreinovich (University of Texas at El Paso, US) Philippe Leray (University of Nantes, France) Nicholas Mattei (Tulane University, US) Ralf Möller (University of Lübeck, Germany) Arthur Paul Pedersen (The City College of New York, US) Rafael Peñaloza Nyssen (University of Milano-Bicocca, Italy) Eugene Santos (Dartmouth College, US) Dilip Sarkar (University of Miami, US) Kari Sentz (Los Alamos National Laboratory, US) Karima Sedki (University of Paris 13, France) Karim Tabia (University of Artois, France) Carlo Taticchi (University of Perugia, Italy) === Travel Information === Additional information on the conference locale and travel planning can be found at http://www.flairs-36.info.

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2nd CFP ISIPTA’2023 (deadline extension!)
by Enrique Miranda 17 Jan '23

17 Jan '23

*News: extended deadlines **** * * IMPORTANT DATES: * Submission of title and abstract: February 12, 2023 (extended, final deadline) * Paper submission deadline: February 19, 2023 (extended, final deadline) * Notification of paper acceptance: April 12, 2023 * Poster submission deadline: May 1, 2023 * Notification of poster acceptance: May 15, 2023 * Conference: 11-14 July 2013 Call for papers What if we told you that “There’s more to uncertainty than probabilities.” Curious? Then come to Oviedo, Spain, 11-14 July 2023, to attend the 13th edition of ISIPTA: the world’s main forum on imprecise probabilities. For more information, visit https://isipta23.sipta.org/ <https://isipta23.sipta.org/>. Not convinced yet? Then perhaps the following features can convince you: TOPIC: The symposium is open to contributions on all aspects of imprecise probability, including (but not limited to) sets of probability measures, partial preference orderings, game-theoretic probability, choice functions, interval probabilities, belief functions, and possibility theory. CONCEPT: Each accepted contribution is presented and discussed in two separate sessions. Presentations are short and plenary. Detailed explanations and discussions are face-to-face relying on whichever medium you prefer, so as tofavor interaction among participants (you can visit: http://www.sipta.org/ <http://www.sipta.org/index.php?id=cs> for links to the previous editions of all ISIPTA conferences). WHY ATTEND?The conference is an excellent opportunity to learn about the latest developments in imprecise probability in a friendly and cooperative atmosphere where interaction and confrontation of ideas are the primary objectives. The conference will take place in Oviedo, the capital of Asturias, a region in the north of Spain familiarly referred to as the Natural Paradise. In addition, Oviedo is the original starting point of the primary cultural route in Europe, the Way of St James, and is home to five pre-Romanesque monuments declared World Heritage Sites by UNESCO in 1985 and 1998. SUBMISSIONS: 2 options are available * Papers (with a limit of 9 pages, excluding references); * Abstracts (1 page, for ongoing research) Submission should be done via easychair: https://easychair.org/ <https://easychair.org/> PLENARY SPEAKERS: We are proud to announce that the plenary speakers of ISIPTA 2023 shall be: * Gert de Cooman (Ghent University, Belgium). * Marta Kwiatkowska (University of Oxford, United Kingdom). * Michel Grabisch (Université Paris I Panthéon Sorbonne, France). TRIBUTE TO TERRENCE FINE: During ISIPTA 2023, we will pay tribute to Terrence Fine, one of the founding fathers of imprecise probability theory, who sadly passed away on January 31, 2021. More information shall be provided in due time. PROCEEDINGS:Papers will be published by PMLR (Proceedings of Machine Learning Research).After the conference, extended versions of selected conference contributions will be published in a special issue of the International Journal of Approximate Reasoning. FELLOWSHIPS: Artificial Intelligence Journal is funding 4 fellowships for PhD Students. More information on the conditions and applications will be given in due time. AWARDS: As in previous editions, there will be two types of awards: On the one hand, the International Journal of Approximate Reasoning will give the IJAR Young Researcher Award to a young researcher whose contributions to IP theory are outstanding. The award shall consist of a certificate and 1000 euros. More details shall be given soon. In addition, poster awards shall be given to those poster presentations of excellent quality. The award shall be supported by Wiley and Springer and will consist of a certificate and a book. Contact e-mail: isipta2023(a)uniovi.es <mailto:isipta2023@uniovi.es> Further information: https://isipta23.sipta.org/ <https://isipta23.sipta.org/> Twitter account:@isipta2023 The ISIPTA 2023 Steering Committee J. De Bock (Ghent University, Belgium) F.G. Cozman (University of Sao Paulo, Brazil) E. Miranda (University of Oviedo, Spain) I. Montes (University of Oviedo, Spain) E. Quaeghebeur (Eindhoven University of Technology, The Netherlands) B. Vantaggi (Università La Sapienza of Rome, Italy) *

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Next sipta seminar: 13th january (Friday) at 3pm Paris time
by Sebastien Destercke 06 Jan '23

06 Jan '23

Dear SIPTiAns and IP enthusiasts, We are delighted to announce our sixth SIPTA online seminar on imprecise probabilities (IP), and the first of this new year. These monthly events are open to anyone interested in IP, and will be followed by a Q&A and open discussion. They also provide an occasion for the community to meet, keep in touch and exchange between in-person events. The sixth seminar will take place on the 13th of January (Friday), at 3pm Paris Time. The zoom link is https://utc-fr.zoom.us/j/89529523919 This sixth seminar will consist of a joint talk aiming at providing an overview of recent advances and challenges in a given field. For this, we are very happy to have three different speakers that will each give their view on the topic of Engineering in IP (during a 1 hour talk in total). We are very happy to have as our speakers Alice Cicirello, the founder and the Head of the Data, Vibration and Uncertainty Group at Tu Delft, Matthias Faes, Chair for Reliability Engineering at TU Dortmund, and Edoardo Pattelli, Professor in Risk and Uncertainty Quantification and the Head of the Centre for Intelligent Infrastructure at the Department of Civil and Environmental Engineering, at Strathclyde University. All of them have made impressive contributions as to how one can deal with imprecision and uncertainty in various engineering problems, with a very rich expertise in both theoretical and applied problems. We are very much looking forward listening to their thoughts about the state of IP in engineering! Curious? Then check out the abstract on the webpage of the SIPTA seminars: sipta.org/events/sipta-seminars. The zoom link for attending the seminar can also be found on that same page shortly before the event. So please mark your calendars on the 13th January, at 15:00 Paris Time, and join us for the occasion. And for those who missed the previous seminar and want to catch up, or simply want to see it again and again, it is now online at https://www.youtube.com/watch?v=sdsFlLudLjo. See you at the seminar! Sébastien, Enrique and Jasper

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FW: UAI 2023
by Kreinovich, Vladik 29 Dec '22

29 Dec '22

UAI 2023 - Call for Papers https://www.auai.org/uai2023/ The Conference on Uncertainty in Artificial Intelligence (UAI<https://auai.org/>) is one of the premier international conferences on research related to learning and reasoning in the presence of uncertainty. The conference has been held every year since 1985. The upcoming 39th edition (UAI 2023<https://auai.org/uai2023/>) will be an in-person conference with virtual elements taking place in Pittsburgh, Pennsylvania, USA from 31 July to 4 August 2023. We invite papers that describe novel theory, methodology and applications related to artificial intelligence, machine learning and statistics. Papers will be assessed in a rigorous double-blind peer-review process, based on the criteria of technical correctness, novelty, clarity of writing, and potential impact. Authors are strongly encouraged to make code and data available. All accepted papers will be presented in poster sessions and spotlight presentations (physically or remotely). Selected papers will have longer presentations and an assigned discussant to foster debate. All accepted papers will be published in a volume of Proceedings of Machine Learning Research (PMLR)<http://proceedings.mlr.press/>. Deadlines and other relevant dates can be found under important dates<https://www.auai.org/uai2023/dates>. Important dates for authors: * 17 February 2023 (23:59 Anywhere on Earth, AoE): Paper submission deadline * 11-20 April 2023: Author response and discussion period * 8 May 2023: Author notification Papers should be submitted on OpenReview at https://openreview.net/group?id=auai.org/UAI/2023/Conference. We are looking forward to building an exciting program and we aim to make the most of the advantages that a hybrid conference can create. If you have any particular positive or negative experiences that you would like to share with us, please do not hesitate to email us. If you are interested in giving a tutorial or organising a workshop at UAI 2023, please contact the tutorial chairs (uai2023chairs+tutorials(a)gmail.com<mailto:uai2023chairs+tutorials@gmail.com>) or workshop chairs (uai2023chairs+workshop(a)gmail.com<mailto:uai2023chairs+workshop@gmail.com>) by 10 March 2023. Relevant dates: * 31 July: Tutorials * 1-3 August: Main conference * 4 August: Workshops Robin Evans and Ilya Shpitser UAI 2023 Program Chairs uai2023programchairs(a)gmail.com<mailto:uai2023programchairs@gmail.com>

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IUKM 2023 Call for Papers [Kanazawa, Japan, November 02-04, 2023]
by Van-Nam HUYNH 26 Dec '22

26 Dec '22

[Apologies for cross-posting. Your help in circulating this call for papers to potentially interested parties is highly appreciated.] ———————————————————————————————————————————————————— CALL FOR PAPERS ———————————————————————————————————————————————————— IUKM 2023: The Tenth International Symposium on INTEGRATED UNCERTAINTY in KNOWLEDGE MODELLING and DECISION MAKING Kanazawa, JAPAN, November 02-04, 2023 Conference website: https://www.jaist.ac.jp/IUKM/IUKM2023/ Submission link: https://cmt3.research.microsoft.com/IUKM2023 Submission deadline: May 15, 2023 ———————————————————————————————————————————————————— The International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM) aims to provide a forum for exchanges of research results, ideas for and experience of application among researchers and practitioners involved with all aspects of uncertainty management and application. The Tenth International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM 2023) will be held in Kanazawa, Japan during 02-04 November, 2023, and be jointly organized by Japan Advanced Institute of Science and Technology (JAIST), University of Science (Vietnam National University Ho Chi Minh City), Vietnam, and Osaka University, Japan. Submission Guidelines: All papers must be original and not simultaneously submitted to another journal or conference. The authors are invited to submit their full papers by May 15, 2023. The submissions will be peer-reviewed for originality and scientific quality. Authors are requested to prepare their papers in the Springer format. Submissions should not exceed 12 pages and must be submitted as PDF electronically through the conference's CMT submission page. List of Topics Relevant topics for the IUKM 2023 Symposium include (but are not limited to) the following: — Theory and Methodology • Uncertainty formalisms: Bayesian probability, Dempster-Shafer theory, imprecise probability, random sets, rough sets, fuzzy sets and interval methods • Modelling uncertainty and inconsistency in big data • Learning and reasoning with uncertainty • Logics for reasoning under uncertainty • Uncertainty modelling in machine learning and deep learning • Information fusion and knowledge integration in uncertain environments • Decision making under various types of uncertainty • Aggregation operators for decision making • Copulas for dependence modelling • Granular and soft computing • Computational intelligence — Application • Data mining and knowledge discovery • Multi-agent reinforcement learning • Ontology engineering and Semantic Web • Privacy preserving data analysis • Intelligent data analysis and modelling • Agents and argumentation • Natural language processing • Medical informatics and bioinformatics • Ranking and recommendation systems • Big data and cloud computing • Social network analysis and mining • Sensor fusion • System identification and modelling • Diagnosis and reliability • Decision support systems • Kansei/affective engineering • Service computing • Engineering management • Supply chain management • Environmental management • Economics and econometrics • Statistics and Applications ——————————————————————————————————————————— Publication As done in previous editions, the proceedings of IUKM 2023 will be published by Springer-Verlag in the Lecture Notes in Artificial Intelligence series, and be available at the Conference. _______________________________________________ General Chairs: Masahiro Inuiguchi (Osaka University, Japan) Youji Kohda (Japan Advanced Institute of Science and Technology, Japan) Program Chairs: Van-Nam Huynh (Japan Advanced Institute of Science and Technology, Japan) Bac H. Le (University of Science, Vietnam National University (VNU)-Ho Chi Minh City, Vietnam) Katsuhiro Honda (Osaka Prefecture University, Japan)

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FW: invitation to a special issue
by Kreinovich, Vladik 22 Dec '22

22 Dec '22

Special Issue of a Springer journal "Archive of Applied Mechanics" on Numerical analysis and design of structures including polymorphic uncertain data edited by Michael Kaliske, Technische Universitaet Dresden, Germany Vladik Kreinovich, The University of Texas at El Paso, USA Numerical simulation of structures is currently often characterized by deterministic methods. Deterministic models of the reality indicate preciseness and safety, while, on contrary all available data and information are characterized by various types of uncertainty (variability, imprecision, incompleteness), which cannot be neglected. Polymorphic uncertainty comprehends all of these types of uncertainty and their combinations. The main focus of the special issue is the presentation of methods for the numerical analysis and design of structures under consideration of polymorphic data uncertainty. Engineering solutions are characterized by inherent robustness and flexibility as essential features for a faultless life of structures under uncertain and changing conditions. Implementing these features in a system requires comprehensive consideration of uncertainty in the model parameters, in environmental and human imposed loads as well as other types of intrinsic and epistemic uncertainties. Numerical design of structures should be robust with respect to (spatial and time dependent) uncertainties inherently present in material characteristics, boundary conditions etc. This requires in turn a reliable numerical analysis, assessment and prediction of the lifecycle of structures, taking explicitly into account the effect of unavoidable uncertainties (limited or dubious information, human factors, subjectivity and experience, linguistic assessment, imprecise measurement, unclear physics etc.). Recent developments of numerical methods in the field of "real world" engineering problems, which include a comprehensive consideration of uncertainty and associated efficient analysis techniques are requested. Contributions regarding respective advanced methods, such as stochastic analysis, interval analysis, fuzzy analysis, polymorphic uncertainty quantification, surrogate modeling, multi-fidelity simulation and high performance computing are explicitly invited. These may address the incorporation of dependencies within and between uncertain quantities as well as uncertainty models for spatial and temporal dependent quantities At https://www.springer.com/journal/419, you can find the submission system of the publisher. Please do not forget to indicate the special issue when submitting. The deadline for submissions is June 30, 2023. We are looking forward to receiving your manuscripts. Michael Kaliske michael.kaliske(a)tu-dresden.de<mailto:michael.kaliske@tu-dresden.de> and Vladik Kreinovich vladik(a)utepo.edu<mailto:vladik@utepo.edu>

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a short update on isipta'2023
by Enrique Miranda 22 Dec '22

22 Dec '22

Dear fellow Siptians, While we will be sending more detailed information after the holidays, I'd like to give a small update on the organisation of the upcoming ISIPTA. Further details can be found at our website https://isipta23.sipta.org/. You may also check our twitter @isipta2023 for regular updates. A few key points: -Our plenary speakers shall be Gert de Cooman (Ghent University), Marta Kwiatkowska (University of Oxford) and Michel Grabisch (University Paris I). -We shall also make a hommage to the late Terry Fine. -There shall be a poster award and an IJAR young researcher award. The award committees are Ruobin Gong, Alexander Erreygers, Davide Petturiti and Raul Pérez-Fernández (poster award) and Inés Couso, Denis Mauá and Paolo Vicig (IJAR award). Further details shall be given around February. -There will be 4 fellowships to support the attendance of young students, funded by Artificial Intelligence. Details will be given after acceptance of papers/poster abstracts. -The deadline for abstract submission is January 29 and of paper submission, February 5. Looking forward to welcome you all in Oviedo in July! Best regards, Enrique Miranda

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[CFP] Uncertain Reasoning Special Track at The 36th International FLAIRS Conference (UR@FLAIRS-36)
by Kai Sauerwald 20 Dec '22

20 Dec '22

*** Second Call for Papers *** ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ Uncertain Reasoning (UR) Special Track at The 36th International FLAIRS Conference (FLAIRS-36) In cooperation with the American Association for Artificial Intelligence Clearwater Beach, Florida, USA May 14-17, 2023 Abstract submission deadline: February 6, 2023 Paper submission deadline: February 13, 2023 Notification: March 13, 2023 All accepted papers will be included in the FLAIRS proceedings published by Florida Online Journals Invited papers will be published in a special journal issue http://ur-flairs.github.io/2023/ ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ Call For Papers The Special Track on Uncertain Reasoning (UR) is the oldest track in FLAIRS conferences, running annually since 1996. The UR Special Track at the 36th International Florida Artificial Intelligence Research Society Conference (FLAIRS-36) is the 28th in the series. Like the past tracks, UR seeks to bring together researchers working on broad issues related to reasoning under uncertainty. Topics of Interest Papers on all aspects of uncertain reasoning are invited. Papers of particular interest include, but are not limited to: *Uncertain reasoning formalisms, calculi and methodologies *Reasoning with probability, possibility, fuzzy logic, belief function, vagueness, granularity, rough sets, and probability logics *Modeling and reasoning using imprecise and indeterminate information, such as: Choquet capacities, comparative orderings, convex sets of measures, and interval-valued probabilities *Exact, approximate and qualitative uncertain reasoning *Probabilistic graphical models of uncertainty such as: Bayesian networks, Markov random field, probabilistic circuits *Multi-agent uncertain reasoning and decision-making *Decision-theoretic planning and Markov decision process *Temporal reasoning and uncertainty *Non-monotonic reasoning *Conditional Logics *Argumentation *Belief change and merging *Similarity-based reasoning *Ontologies and description logics *Construction of models from elicitation, data mining and knowledge discovery *Uncertain reasoning in information retrieval, filtering, fusion, diagnosis, prediction, situation assessment *Uncertain reasoning in data management *Practical applications of uncertain reasoning *Learning probabilistic models *Applications in computer vision and animation === Paper Submission and Publication === Submitted papers must be original, and not submitted concurrently to a journal or another conference while under review. Interested authors should format their papers according to FLAIRS-36 conference formatting guidelines. Papers should not exceed 6 pages (4 pages for a poster) and are due by February 13, 2023. The reviewing is a double blind process. Author names and affiliations must be omitted on submitted papers. Papers must be submitted as PDF through the EasyChair conference system, which can be accessed through the main conference web site (http://www.flairs-36.info/) Authors should indicate the Uncertain Reasoning special track for submissions. All accepted papers will be included in the proceedings of FLAIRS, which will be published by the Florida Online Journals. FLAIRS requires that there be at least one full author registration per paper. Instructions on the submission procedure are available at the UR website: http://ur-flairs.github.io/2023 We anticipate there will be a special issue devoted to extended versions of selected papers at the track. === Important Dates === Abstract submission due: Feb. 6, 2023 Paper submission due: Feb. 13, 2023 Author Notification: Mar. 13, 2023 === Program Committee === [ Track Chairs ] Kai Sauerwald University of Hagen, Germany Choh Man Teng Institute for Human and Machine Cognition, USA [ PC Members ] Mohand Said Allili (Université du Québec en Outaouais) Alessandro Antonucci (IDSIA, Switzerland) Ofer Arieli (The Academic College of Tel-Aviv, Israel) Christoph Beierle (FernUniversität in Hagen, Israel) Salem Benferhat (University of Artois, France) Stefano Bistarelli (University of Perugia, Italy) Nizar Bouguila (Concordia University, Canada) Martine Ceberio (University of Texas at El Paso, US) Lluis Godo (University of Barcelona, Spain) Christophe Gonzales (LIS, France) Gabriele Kern-Isberner (University of Technology Dortmund, Germany) Vladik Kreinovich (University of Texas at El Paso, US) Philippe Leray (University of Nantes, France) Nicholas Mattei (Tulane University, US) Ralf Möller (University of Lübeck, Germany) Rafael Peñaloza Nyssen (University of Milano-Bicocca, Italy) Eugene Santos (Dartmouth College, US) Dilip Sarkar (University of Miami, US) Kari Sentz (Los Alamos National Laboratory, US) Karima Sedki (University of Paris 13, France) Karim Tabia (University of Artois, France) Carlo Taticchi (University of Perugia, Italy) === Travel Information === Additional information on the conference locale and travel planning can be found at http://www.flairs-36.info.

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CFP "Logics for the New AI Spring"
by hykel hosni 06 Dec '22

06 Dec '22

Dear All, I'd like to draw attention to the following IJAR call for paper. We aim primarily at conceptual advance on the topic of the S.I. Best wishes, hykel ------------------------------------------------ Second call for papers ------------------------------------------------ *Logics for the new AI spring* The development of logics capable to perform human-like reasoning is one of the central objectives around which the logical community of Artificial Intelligence moved its first steps. Besides being a fundamental tool of knowledge representation and reasoning, logical tools are expected to play a key role in the future of AI especially owing to their ability to integrate symbolic and sub-symbolic AI. The scope of the special issue includes, but is not limited to the following topics: (1) Logical methods in symbolic AI; (2) Logical methods in machine learning; (3) Machine learning in a logical setting; (4) Reasoning and (interactive) decision making under uncertainty. *Guest editors:* *Dr. Tommaso Flaminio (Managing Guest Editor)*Instituto de Investigación en Inteligencia Artificial (IIIA - CSIC) Email: tommaso(a)iiia.csic.es *Prof. Hykel Hosni*Dipartimento di Filosofia, Università degli Studi di Milano Email: hykel.hosni(a)unimi.it *Manuscript submission information:* *Submission Guidelines:* Authors should prepare their manuscripts according to the "Instructions for Authors" guidelines of the *International Journal of Approximate Reasoning* outlined at the journal website: https://www.elsevier.com/journals/international-journal-of-approximate-reas… . *Submissions are expected to be written in LaTeX*. All papers will be peer-reviewed following a regular reviewing procedure. All manuscripts should be submitted electronically through Editorial Manager ® at https://www.editorialmanager.com/ija/default1.aspx. When submitting papers, please select Article Type as "VSI:Logics for AI spring". Important Dates: - Submission Deadline: 1st March 2023 - Editorial Acceptance Deadline" 31st July 2023 Keywords: Logic for AI; Machine Learning, Knowledge Representation; Symbolic AI; Hybrid systems. Learn more about the benefits of publishing in a special issue: https://www.elsevier.com/authors/submit-your-paper/special-issues

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Re: mark your calendars: IEEE Systems, Man, and Cybernetics conferences
by Kreinovich, Vladik 28 Nov '22

28 Nov '22

Dear Friends, At today's meeting of the IEEE Systems, Man, and Cybernetics (SMC) Society Board, it was decided that the 2025 IEEE SMC conference will be held in Vienna, Austria, on October 5-8, 2025. The next IEEE SMC conference SMC'2023 will be in Maui, Hawaii, October 1-4, 2023; deadline for special session proposals February 1, 2023; deadline for workshop and tutorial proposals and for papers March 30, 2023, see https://ieeesmc2023.org/ for details. IEEE SMC'2024 will be in Kuching City, Sarawak, Malaysia, on October 7-10, 2024. IEEE SMC'2026 will be in Seattle, Washington, October 11-14, 2026. Papers using imprecise probabilities are always welcome at this series of conferences, mark your calendars - and see you there!

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Next seminar: tomorrow at 3pm CET (Paris Time)
by Sébastien Destercke 28 Nov '22

28 Nov '22

Dear all, Just a friendly reminder that our next SIPTA seminar is tomorrow, 3pm CET (Paris Time), and that Fabio Cozman will give us a talk about uncertainty in argumentation. See you there! The SIPTA seminar organizing committee.

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FW: dissertation of Dominik Hose
by Kreinovich, Vladik 21 Nov '22

21 Nov '22

An interesting 2022 PhD dissertation by Dominik Hose "Possibilistic Reasoning with Imprecise Probabilities: Statistical Inference and Dynamic Filtering" is available at https://dominikhose.github.io/dissertation/diss_dhose.pdf

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Two next SIPTA seminars: 29th November and 14th December (both 15:00 CEST))
by Sébastien Destercke 20 Nov '22

20 Nov '22

Dear SIPTiAns and IP enthusiasts, We are delighted to announce our upcoming fifth and sixth SIPTA online seminars on imprecise probabilities (IP). These monthly events are open to anyone interested in IP, and will be followed by a Q&A and open discussion. They also provide an occasion for the community to meet, keep in touch and exchange between in-person events. The fifth seminar will take place on the 29th of November (Tuesday) and the sixth on the 14th of December (Wednesday), both at 3pm CEST. The zoom link for the next seminar (29th) is https://utc-fr.zoom.us/j/87301217403 For this fifth seminar, we are very happy to have Fabio Cozman as our speaker. Fabio Cozman is a Full Professor at Escola Politécnica (Poli), Universidade de São Paulo (USP), and Director of the Center for Artificial Intelligence at USP. He has made many core contribution to artificial intelligence in general, on such varied topics as graphical models, logic or machine learning. He is also interested in the very foundations of reasoning under uncertainty, and has made numerous core contributions to imprecise probability. On the 29th November, at 15:00 CEST (up to 17:00 CEST, with a talk duration of 45min/1h), he will talk about "Dealing with Uncertain Arguments in Artificial Intelligence”. Curious? Then check out the abstract on the webpage of the SIPTA seminars: sipta.org/events/sipta-seminars. The zoom link for attending the seminar can be found on that same page shortly before the event. So please mark your calendars on the 29th November, at 15:00 CEST, and join us for the occasion. And for those who missed the previous seminar and want to catch up, or simply want to see it again and again, it is now online at https://www.youtube.com/watch?v=g10_mhNfMWs. See you at the seminar! Sébastien, Enrique and Jasper

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Springer special Issue in Annals of Mathematics and Artificial Intelligence: Recent advances in preference handling
by Sébastien Destercke 12 Nov '22

12 Nov '22

Please forward this announcement to anyone who may be interested. Please accept our apology if you have received duplicate copies. ======================= Key information ====================== Special issue on recent advances in preference handling Description To submit: login to https://www.editorialmanager.com/amai/default2.aspx and when selecting article type, choose "S721: preference handling" (you may have to scroll down). Key dates: • Submissions deadline: 15th January 2023 • Feedbacks: two to three months after reception of the submission or its revision • Expected date of the special issue termination: 15th September 2023 Guest editors: Sébastien Destercke - corresponding editor (sebastien.destercke(a)hds.utc.fr) Meltem Ozturk Escoffi er (meltem.ozturk(a)dauphine.fr) Paolo Viappiani (paolo.viappiani(a)dauphine.psl.eu) Christophe Labreuche (christophe.labreuche(a)thalesgroup.com) Khaled Belahcene (khaled.belahcene(a)hds.utc.fr) =============================================================== Human-centered AI requires that AI systems are able to adapt to humans, to understand the preferences underlying human choice behavior, and to take them into account when interacting with humans or when acting on their behalf. Preference models are needed in decision-support systems such as web-based recommender systems, in digital assistants and chatbots, in automated problem solvers such as configurators, and in autonomous systems such as Mars rovers. Nearly all areas of artificial intelligence deal with choice situations and can thus benefit from computational methods for handling preferences while gaining new capabilities such as explainability and revisability of choices. Preference handling is also important for machine learning as preferences may guide learning behaviour and be subject of dedicated learning methods. Moreover, social choice methods are of key importance in computational domains such as multi-agent systems. Preferences are studied in many areas of artificial intelligence such as knowledge representation & reasoning, multi-agent systems, game theory, computational social choice, constraint satisfaction, logic programming and non-monotonic reasoning, decision making, decision-theoretic planning, and beyond. Preferences are inherently a multi-disciplinary topic, of interest to economists, computer scientists (including AI, databases, and human-computer interaction), operations researchers, mathematicians and more. Given the increasing importance of handling preferences and of AI methods in general, we are organizing a journal special issue focusing on the recent advances on preference handling and learning, be it through symbolic or numerical models. Topics covered in the special issue include • elicitation of preferences, • (statistical) learning of preferences, • uncertainty in preferences, • modelling and representation of preferences, • aggregation of preferences, • reasoning with preferences, • explaining preferences, • use of preferences in decision making (multicriteria, decision of group) database querying, web search, personalized human-computer interaction, personalized recommender systems, e-commerce, multi-agent systems, game theory, computational social choice, combinatorial optimization, automated problem solving, non-monotonic reasoning, planning and robotics, perception and natural language understanding, applications in particular domains (e.g., healthcare, sustainability). Deadlines and review process: Every submission will be thoroughly reviewed by at least two external reviewers and carefully supervised by one of the guest editors, who will make every effort to guarantee high quality standards. Submissions will be sent to reviewers as soon as they will be submitted, and quickly published on-line in case of acceptance. The guest editors Sébastien, Meltem, Paolo, Christophe and Khaled.

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Fourth SIPTA seminar: 21th October, at 15:00 CEST, Ignacio Montes talking about "Coalitional game theory vs Imprecise probabilities: Two sides of the same coin ... or not?"
by Sébastien Destercke 12 Oct '22

12 Oct '22

Dear SIPTiAns and IP enthusiasts, We are delighted to announce our third SIPTA online seminar on imprecise probabilities (IP). These monthly events are open to anyone interested in IP, and will be followed by a Q&A and open discussion. They also provide an occasion for the community to meet, keep in touch and exchange between in-person events. For this fourth seminar, we are very happy to have Ignacio Montes as our speaker. Ignacio Montes is currently Associate Professor at the Department of Statistics and Operations Research at the University of Oviedo, and has made many contributions to imprecise probabilities. He is well known for his contributions on rankings and on copulas within IP models, but has also made significant contributions to characterise practical models or to bridge notions between game theory and imprecise probabilities On the 21th October, at 15:00 CEST (up to 17:00 CEST, with a talk duration of 45min/1h), he will talk about "Coalitional game theory vs Imprecise probabilities: Two sides of the same coin ... or not?”. Curious? Then check out the abstract on the webpage of the SIPTA seminars: sipta.org/events/sipta-seminars. The zoom link for attending the seminar will appear on that same page shortly before the event. So please mark your calendars on the 21th October, at 15:00 CEST, and join us for the occasion. And for those who missed the previous seminar and want to catch up, or simply want to see it again and again, it is now online at https://www.youtube.com/watch?v=PFLBWTeW0II. See you at the seminar! Sébastien, Enrique and Jasper

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FW: New book dealing with stochastic, fuzzy sets-based, and convex models of uncertainty
by Kreinovich, Vladik 02 Oct '22

02 Oct '22

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Call for papers: Thirteenth International Symposium on Imprecise Probabilities: Theories and Applications- Oviedo, 11-14 July, 2023
by Enrique Miranda 30 Sep '22

30 Sep '22

The Thirteenth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA 2023) What if we told you that “There’s more to uncertainty than probabilities.” Curious? Then come to Oviedo, Spain, 11-14 July 2023, to attend the 13th edition of ISIPTA: the world’s main forum on imprecise probabilities. For more information, visit https://isipta23.sipta.org/. Not convinced yet? Then perhaps the following features can convince you: TOPIC: The symposium is open to contributions on all aspects of imprecise probabilities, including (but not limited to) sets of probability measures, partial preference orderings, game-theoretic probability, choice functions, interval probabilities, belief functions, Choquet capacities, comparative orderings, upper and lower expectations and possibility theory. CONCEPT: Each accepted contribution is presented and discussed in two separate sessions. Presentations are short and plenary. Detailed explanations and discussions are face-to-face relying on whichever medium you prefer, so as to favor interaction among participants (you can visit the SIPTA website for links to the previous editions of all ISIPTA conferences). WHY ATTEND? The conference is an excellent opportunity to learn about the latest developments in imprecise probability in a friendly and cooperative atmosphere where interaction and confrontation of ideas are the primary objectives. The conference will take place in Oviedo, the capital of Asturias, a region in the north of Spain familiarly referred to as the Natural Paradise. In addition, Oviedo is the original starting point of the primary cultural route in Europe, the Way of St James, and is home to five pre-Romanesque monuments declared World Heritage Sites by UNESCO in 1985 and 1998. SUBMISSIONS: 2 options are available -Papers (with a limit of 9 pages, excluding references); -Abstracts (1 page, for ongoing research) Submission should be done via easychair: https://easychair.org/conferences/?conf=isipta2023. IMPORTANT DATES: -Submission of title +abstract: January 29, 2023. -Paper submission deadline: February 5, 2023 -Notification of paper acceptance: April 5, 2023 -Poster submission deadline: May 1, 2023 -Notification of poster acceptance: May 15, 2023 -Conference: 11-14 July 2023 TRIBUTE TO TERRENCE FINE: During ISIPTA 2023, we will pay tribute to Terrence Fine, one of the founding fathers of imprecise probability theory, who sadly passed away on January 31, 2021. More information shall be provided in due time. PROCEEDINGS: Papers will be published by PMLR (Proceedings of Machine Learning Research). After the conference, extended versions of selected conference contributions will be published in a special issue of the International Journal of Approximate Reasoning. FELLOWSHIPS: The Artificial Intelligence Journal is funding 4 fellowships for PhD Students. More information on the conditions and applications will be given in due time. AWARDS: As in previous editions, there will be two types of awards: On the one hand, the International Journal of Approximate Reasoning will give the IJAR Young Researcher Award to a young researcher whose contributions to IP theory are outstanding. The award shall consist of a certificate and 1000 euros. More details shall be given soon. In addition, poster awards shall be given to those poster presentations of excellent quality. The award shall be supported by Wiley and Springer and will consist of a certificate and a book. Contact e-mail: isipta2023(a)uniovi.es Further information: https://isipta23.sipta.org/ Twitter account: @isipta2023 The ISIPTA 2023 Steering Committee J. De Bock (Ghent University, Belgium) F.G. Cozman (University of Sao Paulo, Brazil) E. Miranda (University of Oviedo, Spain) I. Montes (University of Oviedo, Spain) E. Quaeghebeur (Eindhoven University of Technology, The Netherlands) B. Vantaggi (Università La Sapienza of Rome, Italy)

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New SIPTA blog post
by Henna Bains 22 Sep '22

22 Sep '22

Dear SIPTA community, After three years of research and extensive brainstorming, Tathagata Basu defended his thesis entitled “High dimensional statistical modelling under limited information” on the 15th December 2020. Would you like to find out more about Tatha’s research? Head over to the latest SIPTA blog post <https://sipta.org/blog/thesis-tathagata/>, where Tatha gives an overview of his thesis. Are you interested in writing a post for the SIPTA blog? Get in touch with Henna and Diego at blog(a)sipta.org. Kind regards, Henna and Diego (SIPTA blog editors)

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ERRATUM Third SIPTA seminar: 29th September, NOT 27th september
by Sébastien Destercke 22 Sep '22

22 Sep '22

Dear SIPTiAns and IP enthusiasts, In my rush to announce the seminar and due to my impatience to hear it, I made a small mistake: it is on the 29th on Thursday, not the 27th. Best regards Sébastien

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Third SIPTA seminar: 27th September, at 15:00 CEST, Peter Grunwald talking about "E is the new P"
by Sébastien Destercke 21 Sep '22

21 Sep '22

Dear SIPTiAns and IP enthusiasts, We are delighted to announce our third SIPTA online seminar on imprecise probabilities (IP). These monthly events are open to anyone interested in IP, and will be followed by a Q&A and open discussion. They also provide an occasion for the community to meet, keep in touch and exchange between in-person events. For this third seminar, we are very happy to have Peter Grunwald as our speaker. Peter Grunwald currently heads the machine learning group <http://safestatistics.com/group/> at CWI <http://www.cwi.nl> in Amsterdam, and has made many core contribution to statistics and machine learning over the years, including a book on Minimum Description Length Principle, as well as contributions to imprecise probabilistic reasoning as well as safe statistical inferences. On the 27th September, at 15:00 CEST (up to 17:00 CEST, with a talk duration of 45min/1h), he will talk about "E is the new P”. Curious? Then check out the abstract on the webpage of the SIPTA seminars: sipta .org/events/sipta-seminars. The zoom link for attending the seminar will appear on that same page shortly before the event. So please mark your calendars on the 27th September, at 15:00 CEST, and join us for the occasion. And for those who missed the previous seminar and want to catch up, or simply want to see it again and again, it is now online at https://www.youtube.com/channel/UCPER8Dfil66KZCYlsK86XCQ/featured. See you at the seminar! Sébastien, Enrique and Jasper

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DA2PL 2023: final call for papers (deadline: 15 september)
by Sébastien Destercke 09 Sep '22

09 Sep '22

===========FINAL CALL FOR PAPERS============ DA2PL 2022: From Multiple Criteria Decision Aid to Preference Learning Université de Technologie de Compiègne, France November 17-18, 2022 https://da2pl.pre.utc.fr/ ======== AIM ======== DA2PL 2022 (From Multiple Criteria Decision Aid to Preference Learning) aims to bring together researchers from decision analysis and machine learning. It provides a forum for discussing recent advances and identifying new research challenges in the intersection of both fields, thereby supporting a cross-fertilisation of these disciplines. Following the five previous editions of this workshop, which took place in Mons in 2012, Paris in 2014, Paderborn in 2016, Poznan in 2018, and Trento (virtually) in 2020, DA2PL 2022 will be held at the Université de Technologie de Compiègne (nearby Paris), France, the 17 and 18 november. =================== Keynote SPEAKERS =================== We are delighted to announce that the following persons have accepted to give a keynote speech at the conference: * Denis Bouyssou, Université Paris Dauphine, LAMSADE * Nicolas Usunier, Meta AI research * Thomas Augustin, Ludwig Maximilian University of Munich =================== AMAI special issue =================== We are also happy to announce that, in partnership with the journal "Annals of Mathematics and Artificial Intelligence", we will propose to authors of selected papers to submit an extended version of their submission to an AMAI special issue focusing on recent advances of preference handling. ================= Important dates ================= May 1st: submissions open September 15th: paper submission deadline (extended and final) October 10th: author notification November 3rd: Camera-ready version of papers November 17-18: Conference ======================== DA2PL 2022 vs COVID-19 ======================== We expect DA2PL to be mainly a physical event. We will provide a virtual option for participants wishing to be there remotely, but will request at least one full registration per submitted paper. ======== TOPICS ======== DA2PL 2022 solicits contributions to the usage of theoretically supported preference models and formalisms in preference learning as well as communications devoted to innovative preference learning methods in decision analysis and multicriteria decision aiding. Specific topics of interest include, but are not limited to: - quantitative and qualitative approaches to modelling preferences, user feedback and training data; - preference representation in terms of graphical models, logicalformalisms, and soft constraints; - dealing with incomplete and uncertain preferences; - preference aggregation and disaggregation; - learning utility functions using regression-based approaches; - preference elicitation and active learning; - preference learning in combinatorial domains; - learning relational preference models and related regression problems; - classification problems, such as ordinal and hierarchical classification; - inducing monotonic decision models for preference representation; - comparison of different preference learning paradigms (e.g., monolithic vs. decomposition); - ranking problems, such as object ranking, instance ranking and label ranking; - complementarity of preference models and hybrid methods; - explanation of recommendations; - applications of preference learning, such as web search, information retrieval, electronic commerce, games, personalization, recommender systems, … ============= Submissions ============= Submissions must be written in English and formatted according to the electronic template that is available at https://da2pl.pre.utc.fr/wp-content/uploads/sites/70/2022/03/DA2PL22_templa… The page limit is 8 for full papers, although extended abstracts (maximum two pages) are welcome, too. As usual for DA2PL, submissions are NOT anonymous. According to the template, names of authors should be stated in the manuscript. All submissions will be reviewed by at least two referees. Submissions must be submitted through EasyChair at https://easychair.org/conferences/?conf=da2pl Following a successful experience from the latest editions, DA2PL will provide a special opportunity for doctoral students to explore and develop their research interests. A special session at the conference will be devoted to PhD students, for presenting and discussing their ongoing research work. Therefore, we specifically encourage young researchers to submit their work (as full paper or extended abstract, depending on the maturity of the PhD project); the submission site will provide the option to mark a submission as a student paper. =========================== Organization and contacts =========================== General chairs Khaled Belahcene, Université de Technologie de Compiègne (khaled.belahcene(a)hds.utc.fr) Sébastien Destercke, Université de Technologie de Compiègne (sebastien.destercke(a)utc.fr)

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Organized Session CMStatistics 2022
by Davide Petturiti 03 Sep '22

03 Sep '22

Dear all, Barbara Vantaggi and myself are organizing the session Decisions under partial knowledge at the CMStatistics 2022 conference. Below I report all the details. Should you be interested in submitting an abstract, please let us know by sending an email to davide.petturiti(a)unipg.it. Best regards, Davide Petturiti #################################################### Conference details: *15th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2022)* King's College London, 17-19 December 2022 (hybrid in-person and virtual) http://www.cmstatistics.org/CMStatistics2022/index.php Organized Invited Session details: EO202: Decisions under partial knowledge Organizers: Davide Petturiti, Barbara Vantaggi Abstract submission deadline: 8 September 2022 Registration deadline: 16 September 2022 -- Davide Petturiti, Ph.D. Department of Economics University of Perugia Address: via Pascoli 20, 06123 Perugia, Italy Phone: +39-075-585-5218 Fax: +39-075-585-5950 Email: davide.petturiti(a)unipg.it <davide.petturiti(a)dmi.unipg.it> Website: https://sites.google.com/site/davidepetturiti

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Re: CFP MDAI 2023, Deadline 15 December 2022
by Kreinovich, Vladik 02 Sep '22

02 Sep '22

FYI, probabilistic methods are one of the highlighted topics, and papers related to imprecise probabilities are always welcome at this series of conferences -----Original Message----- From: Vicenc Torra Sent: Friday, September 2, 2022 9:24 AM Dear all, hope you are well. Sorry for multiple postings. MDAI 2023 (Umea, Sweden) will take place just before midsummer. White nights will be provided. Vicenç Torra Umea University, Sweden -------------------------------------------------------------------------------- CALL FOR PAPERS 20th Modeling Decisions for Artificial Intelligence MDAI 2023, Umea, Sweden June 19-22, 2023 http://www.mdai.cat/mdai2023 Proceedings: LNAI; CORE-B conference; Deadline: December 15th Decision processes in a broad sense, including model building and all kind of mathematical tools for data aggregation, information fusion, and decision making; tools to help decision in data science problems (including e.g., statistical and machine learning algorithms as well as data visualization tools); and algorithms for data privacy and transparency-aware methods so that data processing processes and decisions made from them are fair, transparent, explainable and avoid unnecessary disclosure of sensitive information. Tracks on (i) data science, (ii) machine learning, (iii) data privacy, (iv) aggregation funcions, (v) human decision making, and (vi) graphs and (social) networks. MDAI is rated as a CORE B conference by the Computing Research and Education Association of Australasia - CORE. *Important Dates* LNAI Submission deadline: December 15th, 2022 LNAI Acceptance notification: March 1st, 2023 Final version of LNAI accepted papers: March 17th, 2023 USB-only Submission deadline: April 30th, 2023 USB Acceptance notification: May 20th, 2023 Early registration: March 15th, 2023 Conference: 19-22 June, 2023 *Submission and Publication* Original technical contributions are sought. Contributions will be selected on the basis of their quality. Papers should not exceed 12 pages in total (using LNCS/LNAI style). Proceedings with accepted papers will be published in the LNAI/LNCS series (Springer-Verlag). We publish additional proceedings in a volume (with ISBN) with a later deadline. Program co-chairs: Vicenc Torra (Umea University, Sweden) Yasuo Narukawa (Tamagawa University, Japan) AB, PC, local organizing committee and additional information: http://www.mdai.cat/mdai2023

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congratulations to Michael Beer and possibility to join European Safety and Reliability Association
by Kreinovich, Vladik 31 Aug '22

31 Aug '22

Dear Colleagues, Our colleague Michael Beer from Germany - whose research is in uncertainty, including imprecise probabilities -- has just been elected Chair of the European Safety and Reliability Association ESRA https://esrahomepage.eu/ He will be the association chair for 2 years, with the possibility to be reelected for one more 2-year term. Congratulations to Michael! This organization sponsors annual conferences ESREL'XX. While this association is officially called European, it has been, in effect, a world-wide association, its conferences attract people from all over the world, and Michael - who has a lot of international contacts and collaborations - plans to actively continue enhancing the international status of his organization. The association accepts international institutions as members, the cost is only 115 Euros per year, and it brings discounts and other advantages -- see Michael's email below. Please contact Michael if your organization is interested in joining. I am sending him a copy of this message. From: Michael Beer [mailto:beer@irz.uni-hannover.de] Sent: Wednesday, August 31, 2022 12:02 AM my appointment is for the next 2y term and can be extended by another 2 years. I will use this position to interconnect communities in the field globally and to tie in more leading experts from the field worldwide. ESRA is accepting membership from international institutions. The membership is for the entire institution. The annual membership fee is only 115 Euros. In return, participants of the ESREL conferences from the member institution get a discount of usually 100 Euros on fees. That is, when 2+ participants from the institution attend, it already pays off. If 5 participants come, it counts down 500 Euros, which is about one free ticket. Furthermore, membership would involve you in the developments and give you a nice exposure in the community. Michael

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Fall 2022 topics course: Imprecise-Probabilistic Foundations of Statistics & Data Science
by Ryan Martin 11 Aug '22

11 Aug '22

Dear SIPTA community, This coming Fall 2022 semester (starting August 23rd), I'll be teaching an advanced special topics course for Statistics PhD students at North Carolina State University entitled "Imprecise-Probabilistic Foundations of Statistics & Data Science". It's a typical, in-person lecture course, but the lectures will be recorded and made publicly available so, in principle, anyone who is interested can -- and is welcome to -- follow along or even participate in a non-credit-earning capacity. The course website, with some information about what I plan to do, is here https://wordpress-courses2223.wolfware.ncsu.edu/st-790-001-fall-2022/ This is where the lecture videos and other relevant materials will be posted. Please feel free to contact me if you have questions. Sincerely, Ryan Martin Professor Department of Statistics North Carolina State University Email: rgmarti3(a)ncsu.edu Web: https://www4.stat.ncsu.edu/~rmartin

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DA2PL 2022 - 2nd call for papers
by Sébastien Destercke 04 Aug '22

04 Aug '22

*** please disseminate this information to possibly interested persons *** ===========C A L L F O R P A P E R S============ DA2PL 2022: From Multiple Criteria Decision Aid to Preference Learning Université de Technologie de Compiègne, France November 17-18, 2022 https://da2pl.pre.utc.fr/ ======== AIM ======== DA2PL 2022 (From Multiple Criteria Decision Aid to Preference Learning) aims to bring together researchers from decision analysis and machine learning. It provides a forum for discussing recent advances and identifying new research challenges in the intersection of both fields, thereby supporting a cross-fertilisation of these disciplines. Following the five previous editions of this workshop, which took place in Mons in 2012, Paris in 2014, Paderborn in 2016, Poznan in 2018, and Trento (virtually) in 2020, DA2PL 2022 will be held at the Université de Technologie de Compiègne, France, the 17 and 18 november. =================== Keynote SPEAKERS =================== We are delighted to announce that the following persons have accepted to give a keynote speech at the conference: * Denis Bouyssou, Université Paris Dauphine, LAMSADE * Nicolas Usunier, Facebook AI research * Thomas Augustin, Ludwig Maximilian University of Munich =================== AMAI special issue =================== We are also happy to announce that, in partnership with the journal "Annals of Mathematics and Artificial Intelligence", we will propose to authors of selected papers to submit an extended version of their submission to an AMAI special issue focusing on recent advances of preference handling. ================= Important dates ================= May 1st: submissions open September 15th: paper submission deadline (extended and final) October 10th: author notification November 3rd: Camera-ready version of papers November 17-18: Conference ======================== DA2PL 2022 vs COVID-19 ======================== We expect DA2PL to be mainly a physical event. We will provide a virtual option for participants wishing to be there remotely, but will request at least one full registration per submitted paper. ======== TOPICS ======== DA2PL 2022 solicits contributions to the usage of theoretically supported preference models and formalisms in preference learning as well as communications devoted to innovative preference learning methods in decision analysis and multicriteria decision aiding. Specific topics of interest include, but are not limited to: - quantitative and qualitative approaches to modelling preferences, user feedback and training data; - preference representation in terms of graphical models, logical formalisms, and soft constraints; - dealing with incomplete and uncertain preferences; - preference aggregation and disaggregation; - learning utility functions using regression-based approaches; - preference elicitation and active learning; - preference learning in combinatorial domains; - learning relational preference models and related regression problems; - classification problems, such as ordinal and hierarchical classification; - inducing monotonic decision models for preference representation; - comparison of different preference learning paradigms (e.g., monolithic vs. decomposition); - ranking problems, such as object ranking, instance ranking and label ranking; - complementarity of preference models and hybrid methods; - explanation of recommendations; - applications of preference learning, such as web search, information retrieval, electronic commerce, games, personalization, recommender systems, … ============= Submissions ============= Submissions must be written in English and formatted according to the electronic template that is available at https://da2pl.pre.utc.fr/wp-content/uploads/sites/70/2022/03/DA2PL22_templa… The page limit is 8 for full papers, although extended abstracts (maximum two pages) are welcome, too. As usual for DA2PL, submissions are NOT anonymous. According to the template, names of authors should be stated in the manuscript. All submissions will be reviewed by at least two referees. Submissions must be submitted through EasyChair at https://easychair.org/conferences/?conf=da2pl Following a successful experience from the latest editions, DA2PL will provide a special opportunity for doctoral students to explore and develop their research interests. A special session at the conference will be devoted to PhD students, for presenting and discussing their ongoing research work. Therefore, we specifically encourage young researchers to submit their work (as full paper or extended abstract, depending on the maturity of the PhD project); the submission site will provide the option to mark a submission as a student paper. =========================== Organization and contacts =========================== General chairs Khaled Belahcene, Université de Technologie de Compiègne (khaled.belahcene(a)hds.utc.fr) Sébastien Destercke, Université de Technologie de Compiègne (sebastien.destercke(a)utc.fr)

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Call for online participation: "Reasoning and uncertainty: probabilistic, logical, and psychological perspectives" (Aug. 9-10, 2022)
by Niki Pfeifer 02 Aug '22

02 Aug '22

The aim of this interdisciplinary workshop is to bring together philosophers, probability theorists, logicians, artificial intelligence researchers, and psychologists to discuss selected problems in the broad domains of reasoning and uncertainty, including inferences about conditionals, inconsistency, and coherence, how to argue and make decisions rationally, and how to represent and manage uncertainty and incomplete knowledge. We also aim to discuss philosophical foundations and methodological questions concerning reasoning research. For example, whether and how combining conceptual, formal (like (non-classical) logic, (coherence-based) probability logic, artificial intelligence models), and empirical research methods may cross-fertilise reasoning research on normative and descriptive dimensions. Workshop website: https://go.ur.de/reasunc2022 Speakers Andrea Capotorti (University of Perugia, Italy) Nicole Cruz (University of Innsbruck, Austria) Chris Fermüller (TU Wien, Austria) Sabine Frittella (INSA Centre Val de Loire, France) Angelo Gilio (Sapienza University of Rome, Italy) Anthony Hunter (University College London, UK) Gianluigi Oliveri (University of Palermo, Italy) David Over (Durham University, UK) Romina Schmid (University of Regensburg, Germany) Leon Schöppl (University of Regensburg, Germany) Bart Verheij (University of Groningen, Netherlands) Organizers: Niki Pfeifer (University of Regensburg, Germany) Hans Rott (University of Regensburg, Germany) Giuseppe Sanfilippo (University of Palermo, Italy) The workshop will be held in presence. Because of COVID-19 restrictions, we offer the possibility for online participation. Please register (for free) here: https://forms.gle/B1iEiA8JGK8Y5v8M6 The Zoomlink for online participation will be sent to registered participants shortly before the workshop starts. --- Dr. Dr. Niki Pfeifer | Department of Philosophy, University of Regensburg | https://go.ur.de/np ---

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ECONVN'23: deadline extended to August 31, 2022
by Kreinovich, Vladik 31 Jul '22

31 Jul '22

FYI, economics-related applications of imprecise probabilities are always welcome at this series of conferences *********************************************************** CALL FOR PAPERS The Sixth International Econometric Conference of Vietnam - ECONVN2023 Ho Chi Minh City, Vietnam, January 9-11, 2023 https://hcm-hn.conference-econ-buh-bav-rist.vn/ Main theme: OPTIMAL TRANSPORT STATISTICS FOR ECONOMICS AND RELATED TOPICS The first Conference ECONVN2018 focused on the main theme "Econometrics for Financial Applications"; selected papers were published in the Springer Series in Computational Intelligence, # 760, 2018. The main theme of the second Conference ECONVN2019 was "Beyond Traditional Probabilistic Methods in Economics"; selected papers were published in the Springer series in Computational Intelligence, # 908, 2019. The main theme of the third Conference ECONVN2020 was "Data Science for Financial Econometrics"; selected papers were published in the Springer series in Computational Intelligence, # 898, 2020. The main theme of the fourth conference ECONVN2021 was "Prediction and Causality in Econometrics and Related Topics"; selected papers were published in the Springer series in Computational Intelligence, # 983, 2021 The main theme of the fifth conference ECONVN2022 was "Financial Econometrics: Bayesian Analysis, Quantum Uncertainty, and Related Topics"; selected papers will also appear in the new Springer series "Studies in Systems, Decision, and Control", 2022. The main theme of the sixth conference ECONVN2023 is "Optimal Transport Statistics for Economics and Related Topics". Selected papers will be published in the Springer series "Studies in Systems, Decision, and Control" (Scopus, DBLP, WTI Frankfurt eG, zbMATH, SCImago) and will be submitted for consideration in Web of Science (ISI). Venue: Banking University of Ho Chi Minh City, 36 Ton That Dam Street, District 1, Ho Chi Minh City, Vietnam. Conference Date: January 9-11, 2023 Conference Website: hcm-hn.conference-econ-buh-bav-rist.vn Point of Contact: vietnam.buh.econvn(a)gmail.com<mailto:vietnam.buh.econvn@gmail.com> Tel: (84) 28.382.102.38 The Conference welcomes research contributions to all aspects of financial econometrics, with special emphasis on, but not limited to different techniques: * Optimal Transport Statistics * Bayesian Analysis; * Predictive Modeling; * Causal Inference; * Machine Learning; * Artificial Intelligence * Intelligent Data Analysis; * Big Data Techniques; and their applications to: * Economics and international economics; * Money market and capital market; * Public and corporate finance. Publications: Accepted papers must be presented at the Conference which will be published (few months after the conference dates) in the Springer Volume, Series: STUDIES IN SYSTEMS, DECISION AND CONTROL (Economics, Social and Life Science Classifications) Indexed by SCOPUS, SCImago (submitted for Web of Science) Important Dates: * Paper submission deadline: August 31, 2022. * Notification of acceptance: October 1, 2022. * Camera-Ready Manuscript: October 31, 2022. Instructions for Submissions: * Get your account on EasyChair (then click on Conferences, on ECONVN2023) and submit your PDF files to EasyChair. Link: https://easychair.org/conferences/?conf=econvn2023 * Make sure your PDF files have Authors' EMAILS on them for correspondence. Registration Fee 1. Presenters * Presenter + publication USD 200 (non-residents)/VND 9,600,000 (residents) * Student + publication USD 100 (non-residents)/VND 4,800,000 (residents) 2. Participants: * General USD 100 (non-residents)/VND 2,300,000 (residents) * Student USD 30 (non-residents)/VND 1,000,000 (residents) Authors from Banking University of Ho Chi Minh City and Co-organizers are discounted by 50%. Plenary Invited Speakers (Tentative) * Bernadette Bouchon-Meunier (France) * Vladik Kreinovich (USA) * Hung T. Nguyen (USA & Thailand) * Tonghui Wang (USA) * John Harding (USA) * William Briggs (USA) * Mark Schaffer (UK) * Polina Khrennikova (UK) * Woraphon Yamaka (Thailand) * Daniel S. Hain (Denmark) * Katsuhiro Sugita (Japan) * Vyacheslav Yukalov (Russia) General Chair Doan Thanh Ha (Chair) Nguyen Duc Trung (Co-chair) Nguyen Tran Phuc Ha Thi Thieu Dao Organizing Committee CHAIR: NGUYEN NGOC THACH Secretary: Pham Thi Thuy Diem Scientific Committee CHAIR: HUNG T. NGUYEN (USA & THAILAND) Members: Vladik Kreinovich (USA) Nguyen Duc Trung (Vietnam) Nguyen Thi Canh (Vietnam) Nguyen Trong Hoai (Vietnam) Tonghui Wang (USA) William Briggs (USA) Mark Schaffer (UK) Janusz Kacprzyk (Poland) Emmanuel Haven (Canada) Polina Khrennikova (UK) Woraphon Yamaka (Thailand) Nguyen Ngoc Thach (Vietnam) Duan Jin-Chuan (Singapore) Poom Kumam (Thailand) Bernadette Bouchon-Meunier (France) John Harding (USA) Cathy Chen (Taiwan) Boris Choy (Australia) Ying Chen (Singapore) Akira Namatame (Japan) Marc Paolella (Switzerland) Michael Wolf (Switzerland) Sa-At Nipong (Thailand) Radim Jirousek (Czech Republic) Vilem Novak (Czech Republic) Irina Perfilieva (Czech Republic) Galit Shmueli (Taiwan) Michio Sugeno (Japan) David Trafimov (USA) Boualem Dejhiche (Sweden) Vyacheslav Yukalov (Russia) Niels Haldrup (Denmark) Daniel Schmidt (Australia) Michael Eichter (Netherlands) Daniel Hain (Denmark) Rakesh Gupta (Australia) Paulo Fraga Martins Maio (Finland) Asian Journal of Economics and Banking (AJEB)

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First post in a series of interviews on the SIPTA blog
by Alexander Erreygers 08 Jul '22

08 Jul '22

Dear IP aficionados Do you know who in the SIPTA community would describe themselves as "jack of all trades, gamer and conversationalist" and has, to their own surprise, encountered the sequence of Pell numbers <http://oeis.org/A000129> in their research? Find out in SIPTA's latest blog post <https://sipta.org/blog/interview-sebastien/>, which is the first instalment in a new blog series of interviews with members of the SIPTA community on their career so far, their thoughts on imprecise probabilities, and more. The series is curated by our blog editors Henna Bains and Diego Estrada. Interested in writing a post for the SIPTA blog? Get in touch with Henna and Diego at blog(a)sipta.org. Every good wish Alexander Erreygers SIPTA's Executive Editor

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PhD student opportunity - Prognostics and Health Management solutions for Reliable Autonomous Systems
by Joxe Inaxio Aizpurua 06 Jul '22

06 Jul '22

*Prognostics and Health Management solutions for* *Reliable Autonomous Systems* *Description* The revolution in robotics and autonomous systems (RAS) is unstoppable. The advance of autonomous system applications, such as autonomous transport [1, 2] and autonomous inspections [3], generate multiple benefits for the industry and society, including the improved driving security in autonomous transport, and improved reliability of critical and remote infrastructure through specialized robots and drones. However, the reliability assurance of RAS is a complex challenge, as it requires incorporating advanced intelligence that should evolve according to run-time operation [4]. The challenging yet exciting, operation context of RAS, hampers the reliability assurance of RAS, which decelerates the acceptance and everyday use of RAS. Different technological solutions have emerged to improve the design and reliability of RAS [5]. Most of the technological configurations include a combination of mechanical and electrical components, along with onboard software intelligence to adopt decisions without direct human intervention. In this context, using the ever-increasing prognostics and health management solutions, it is possible to develop a prognostics modelling approach for RAS health monitoring using reliability, machine learning, uncertainty modelling and optimization methods [6]. The project’s objective is to develop novel prognostics methods for RAS, which can accurately inform about the model’s confidence in the decisions in real-time and the way to mitigate the existing problem via optimization methods, and always, provide a worst-case estimate on its predictions by using a proper modelling and update of the different sources of uncertainty. In particular, the work will focus on the integration of uncertainties to make prognostic predictions robust, using concepts such as adversarial learning, combined with statistical learning and artificial intelligence methods. The models developed in this project will be validated with the data collected from industry partners that work with autonomous robots focusing on (i) autonomous remote inspections for renewable energy and (ii) automotive industry. The project will be developed in <https://www.mondragon.edu/en/home>Mondragon Unibertsitatea within the Electronics and Computer Science Department, in collaboration between the Data Analytics and Signal Processing and Communications groups. Throughout the thesis, the student will engage continuously with industry and stays at different universities and/or research centers will be pursued. Interested applicants, send your CV and a short motivation letter to: jiaizpurua(a)mondragon.edu and ezugasti(a)mondragon.edu Application deadline. Review of applications will begin July 1st and continue until the position is filled. *Requirements* - M.Sc. degree in telecommunications, electronics, computer science, mathematics, embedded systems or a related area. - Programming skills: Matlab, Python, R, or C++ (samples from prior projects or a GitHub repository are preferred) - Statistics/mathematics, data science/AI/ML - Knowledge/experience with autonomous systems is a plus. - Knowledge/experience with reliability and/or diagnostics/health management methods is a plus. - Experience with artificial intelligence / optimization methods is a plus. *References* [1] Feng, S., Yan, X., Sun, H. et al. Intelligent driving intelligence test for autonomous vehicles with naturalistic and adversarial environment. *Nature Communications* 12, 748 (2021). <https://doi.org/10.1038/s41467-021-21007-8> https://doi.org/10.1038/s41467-021-21007-8 [2] Ellefsen, A. L., Æsøy, V., Ushakov, S., & Zhang, H. (2019). A comprehensive survey of prognostics and health management based on deep learning for autonomous ships. IEEE Transactions on Reliability, 68(2), 720-740 [3] Floreano, D., & Wood, R. J. (2015). Science, technology and the future of small autonomous drones. *nature*, *521*(7553), 460-466. [4] Aslansefat, K., Kabir, S., Abdullatif, A., Vasudevan, V., & Papadopoulos, Y. (2021). Toward Improving Confidence in Autonomous Vehicle Software: A Study on Traffic Sign Recognition Systems. *Computer*, *54*(8), 66-76. [5] Elghazel, W., Bahi, J., Guyeux, C., Hakem, M., Medjaher, K., & Zerhouni, N. (2015). Dependability of wireless sensor networks for industrial prognostics and health management. Computers in Industry, 68, 1-15. [6] Aizpurua, J. I., Catterson, V. M., Papadopoulos, Y., Chiacchio, F., & Manno, G. (2017). Improved dynamic dependability assessment through integration with prognostics. *IEEE Transactions on Reliability*, *66*(3), 893-913. -- *Joxe Aizpurua.*

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Second SIPTA seminar: 29th of June, at 15:00 CEST, Ruobin Gong talking about "Imprecise probabilities in modern data science: challenges and opportunities"
by Sébastien Destercke 17 Jun '22

17 Jun '22

Dear SIPTiAns and IP enthusiasts, We are delighted to announce our second SIPTA online seminar on imprecise probabilities (IP). These monthly events are open to anyone interested in IP, and will be followed by a Q&A and open discussion. They also provide an occasion for the community to meet, keep in touch and exchange between in-person events. For this second seminar, we are very happy to have Ruobin Gong as our speaker. After a PhD at Harvard, she is now assistant professor at Rutgers, working at the crossroad of imprecise probabilities, statistics and data science. On the 29th of June, at 15:00 CEST (up to 17:00 CEST, with a talk duration of 45min/1h), she will talk about "Imprecise probabilities in modern data science: challenges and opportunities”. Curious? Then check out the abstract on the webpage of the SIPTA seminars: sipta.org/events/sipta-seminars. The zoom link for attending the seminar will appear on that same page shortly before the event. So please mark your calendars on the 29th of June, 15:00 CEST, and join us for the occasion. And for those who missed the previous seminar and want to catch up, or simply want to see it again and again, it is now online at https://www.youtube.com/channel/UCPER8Dfil66KZCYlsK86XCQ/featured. See you at the seminar! Sébastien, Enrique and Jasper

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