posted by system || 2339 views || tracked by 5 users: [display]

StarAI 2014 : AAAI-14 Workshop on Statistical Relational Artificial Intelligence

FacebookTwitterLinkedInGoogle

Link: http://www.starai.org
 
When Jul 27, 2014 - Jul 28, 2014
Where Quebec City, Quebec, Canada
Submission Deadline Apr 10, 2014
Categories    artificial intelligence   machine learning
 

Call For Papers

StarAI is currently provoking a lot of new research and has tremendous theoretical and practical implications. Theoretically, combining logic and probability in a unified representation and building general-purpose reasoning tools for it has been the dream of AI, dating back to the late 1980s. Practically, successful StarAI tools will enable new applications in several large, complex real-world domains including those involving big data, social networks, natural language processing, bioinformatics, the web, robotics and computer vision. Such domains are often characterized by rich relational structure and large amounts of uncertainty. Logic helps to effectively handle the former while probability helps her effectively manage the latter. We seek to invite researchers in all subfields of AI to attend the workshop and to explore together how to reach the goals imagined by the early AI pioneers.

The focus of the workshop will be on general-purpose representation, reasoning and learning tools for StarAI as well as practical applications. Specifically, the workshop will encourage active participation from researchers in the following communities: satisfiability (SAT), knowledge representation (KR), constraint satisfaction and programming (CP), (inductive) logic programming (LP and ILP), graphical models and probabilistic reasoning (UAI), statistical learning (NIPS and ICML), graph mining (KDD and ECML PKDD) and probabilistic databases (VLDB and SIGMOD). It will also actively involve researchers from more applied communities, such as natural language processing (ACL and EMNLP), information retrieval (SIGIR, WWW and WSDM), vision (CVPR and ICCV), semantic web (ICSW and ESWC) and robotics (RSS and ICRA).

Related Resources

FAIML 2023   2023 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2023)
AAAI 2022   The Thirty-Sixth AAAI Conference on Artificial Intelligence
AAAI 2023   The 37th AAAI Conference on Artificial Intelligence
MLDM 2023   18th International Conference on Machine Learning and Data Mining
IJCNN 2023   International Joint Conference on Neural Networks
IEEE ICA 2022   The 6th IEEE International Conference on Agents
CFMAI 2022   2022 4th International Conference on Frontiers of Mathematics and Artificial Intelligence (CFMAI 2022)
SIUSAI 2023   2023 International Symposium on Intelligent Unmanned Systems and Artificial Intelligence (SIUSAI 2023)
FAIML 2023   2023 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2023)
EI-CFAIS 2022   2022 International Conference on Frontiers of Artificial Intelligence and Statistics (CFAIS 2022)