*** Call for Posters ***

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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

Poster paper submission deadline: March 20, 2023

Notification: March 27, 2023

All accepted poster papers will be included in the FLAIRS proceedings published by Florida Online Journals

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Call For Poster 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.

Poster papers are a platform for students and researchers to present and discuss work in a early stage or work which provides an concise summary of a line of recent research.

=== Topics of Interest ===

Posters on all aspects of uncertain reasoning are invited. Topics 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

=== Poster Paper Submission and Publication ===

Interested authors should format their poster paper according to FLAIRS-36 conference formatting guidelines. Poster papers should not exceed 2 pages (+ references) and are due by March 20, 2023. The reviewing is a double-blind process. Author names and affiliations must be omitted from submitted poster paper. Poster papers must be submitted as PDF through the EasyChair conference system, which can be accessed through the main conference website (http://www.flairs-36.info/). Authors should indicate the Uncertain Reasoning special track for submissions. All accepted poster papers will be included in the proceedings of FLAIRS, which will be published by the Florida Online Journals. The authors shall prepare a poster to present the content of their poster paper in a poster session. In order for a poster paper to be published in the proceedings, all accepted poster papers must be accompanied by at least one author registration.

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 submissions at the track.

=== Important Dates for Poster Papers ===

Submission: March 20, 2023

Notification: March 27, 2023

=== Program Committee ===

[ Track Chairs ]

Kai Sauerwald FernUniversität in Hagen, Germany Choh Man Teng Institute for Human and Machine Cognition, USA

[ PC Members ]

Mohand Said Allili (Université du Québec en Outaouais, Canada) Alessandro Antonucci (IDSIA, Switzerland) Ofer Arieli (The Academic College of Tel-Aviv, Israel) Christoph Beierle (FernUniversität in Hagen, Germany) 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.