posted by user: philray76 || 4982 views || tracked by 9 users: [display]

IEA/AIE 2017 PGM Track 2017 : IEA/AIE 2017 - Special Track on Graphical Models: from Theory to Applications

FacebookTwitterLinkedInGoogle

Link: https://sites.google.com/site/codpleray/Downhome/News/ieaaie2017-specialtrackongraphicalmodelsfromtheorytoapplications
 
When Jun 27, 2017 - Jun 30, 2017
Where Arras, France
Submission Deadline Nov 15, 2016
Notification Due Jan 15, 2017
Categories    artificial intelligence   engineering   uncertainty
 

Call For Papers

IEA/AIE 2017 - Special Track on Graphical Models: from Theory to Applications

30th International Conference on Industrial, Engineering, Other Applications of Applied Intelligent Systems IEA/AIE 2017 - June 27th-June 30th, Arras, France

Special Track Organizers: Christophe Gonzales & Philippe Leray

Introduction/Call for Contributed Papers

In many real-world applications, especially in Artificial Intelligence, agents need to make decisions or to optimize functions under uncertain information. Successes in such applications stimulated the need to handle problems of ever increasing size and, by their decomposition ability, Graphical Models naturally imposed themselves as one of the most popular modeling and reasoning tool. The objective of this special track on “Graphical Models: from Theory to Applications” is to bring together researchers working on these models or exploiting them in their applications in order to share their experience and discuss the latest developments in this field. Graphical Models of interest for this special track include but are not limited to Bayesian networks, Markov random fields, credal networks, influence diagrams, factored Markov decision processes, sum-product networks, factor graphs. Prospective authors are invited to submit original papers to this Special Track.


Within the scope of this session, areas of interest include, but are not limited to:

Principles of graphical models of uncertainty

Principles of graphical models for decision making

Exact and approximate inference

Temporal reasoning with graphical models

Decision-theoretic planning and Markov decision processes

Learning graphical models

Elicitation of preferences represented with graphical models

Practical applications of graphical models

Software on graphical models


Important Dates

Nov. 15th,2016: Paper Submission Due Date.
Jan. 15th 2017: Notification of Acceptance.
?: Final Camera Ready Form and Registration.

Submission

Manuscripts for this Special track should NOT be submitted in duplication to any other regular or special sessions and should be submitted to IEA-AIE main conference online submission system on IEA/AIE 2017 conference web site (please select track: Special Track on Graphical Models: from Theory to Applications). All submitted papers are limited to 10 pages.

Special track program committee : to be announced

Related Resources

KLP@SAC 2019   Knowledge and Language Processing Track @ The 34th ACM Symposium on Applied Computing - ACM SAC 2019
ECAI 2020   24th European Conference on Artificial Intelligence
ISPA 2019   The 17th IEEE International Symposium on Parallel and Distributed Processing with Applications
ICML 2020   37th International Conference on Machine Learning
KomIS@ACM-SAC 2019   ACM SAC 2019 - KomIS track: Application of AI and Big Data Analytics
IWUAS 2020   2020 International Workshop on Unmanned Aircraft Systems (IWUAS 2020)
FL - IEEE BigData 2019   IEEE BigData 2019 - Special Track on Federated Machine Learning
ISBDAI 2020   【Ei Compendex Scopus】2018 International Symposium on Big Data and Artificial Intelligence
AI4BigData 2020   Artificial Intelligence for Big Social Data Analysis / Special Track @ FLAIRS-33 / North Miami Beach, Florida, USA - May 17-20, 2020
RecSys@FLAIRS 2020   Recommender Systems Track at FLAIRS Conference