posted by user: philray76 || 4749 views || tracked by 9 users: [display]

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


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.


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
SSCI 2019   The 2019 IEEE Symposium Series on Computational Intelligence
KomIS@ACM-SAC 2019   ACM SAC 2019 - KomIS track: Application of AI and Big Data Analytics
ICDMML 2019   【ACM ICPS EI SCOPUS】2019 International Conference on Data Mining and Machine Learning
INFORMATIK DS 2019   INFORMATIK 2019 - Data Science Track
CAIP 2019   Computer Analysis of Images and Patterns
SA-TTA @SAC 2019   The 7th track on Software Architecture: Theory, Technology, and Applications (SA-TTA) at the 34rd ACM/SIGAPP Symposium On Applied Computing (SAC 2019)
ECML PKDD 2019   Joint Call for Papers for the Research and ADS tracks, ECML PKDD 2019
IEEEXP@ILRN 2019   Special Track on Immersive and Engaging Educational Experiences @ iLRN 2019
Bled: Big Data/Data Science Track 2019   32nd Bled eConference : Humanizing Technology for a Sustainable Society (Big Data/Data Science Track)