25. AAAI 2011:
San Francisco, California, USA
, Dan Roth
(Eds.): Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2011, San Francisco, California, USA, August 7-11, 2011.
AAAI Press 2011
Constraints, Satisfiability, and Search
Knowledge-Based Information Systems
Knowledge Representation and Reasoning
, Zhi-Hua Zhou
: Improving Semi-Supervised Support Vector Machines Through Unlabeled Instances Selection.
, Yuxin Peng
: Latent Semantic Learning by Efficient Sparse Coding with Hypergraph Regularization.
Francisco S. Melo
: Differential Eligibility Vectors for Advantage Updating and Gradient Methods.
: VCG Redistribution with Gross Substitutes.
, Sven Brüssow
: Human Spatial Relational Reasoning: Processing Demands, Representations, and Cognitive Model.
Natural Language Processing
, Tao Li
, Chris H. Q. Ding
: Integrating Clustering and Multi-Document Summarization by Bi-Mixture Probabilistic Latent Semantic Analysis (PLSA) with Sentence Bases.
Reasoning about Plans, Processes, and Actions
Reasoning under Uncertainty
Special Track on AI and the Web
, Haoqi Zhang
: Towards Large-Scale Collaborative Planning: Answering High-Level Search Queries Using Human Computation.
: Personalizing Your Web Services with Constructive DL Reasoning Join.
Special Track on Computational Sustainability and AI
, Brian Williams
: Hybrid Planning with Temporally Extended Goals for Sustainable Ocean Observing.
, Jane Elith
: Logistic Methods for Resource Selection Functions and Presence-Only Species Distribution Models.
Special Track on Integrated Intelligence
Special Track on New Scientific and Technical Advances in Research
Special Track on Physically Grounded AI
AAAI / SIGART Doctoral Consortium
Forrest Sheng Bao
: The AC(C) Language: Integrating Answer Set Programming and Constraint Logic Programming.
: Joint Inference for Extracting Text Descriptors from Triage Images of Mass Disaster Victims.
: Long-Term Declarative Memory for Generally Intelligent Agents.
: A Probabilistic Trust and Reputation Model for Supply Chain Management.
: Designing Water Efficient Residential Landscapes with Agent-Based Modeling.
: Scaling Up Game Theory: Achievable Set Methods for Efficiently Solving Stochastic Games of Complete and Incomplete Information.
: Pruning Techniques in Search and Planning.
: Learning with Imprecise Classes, Rare Instances, and Complex Relationships.
Student Abstracts and Posters
, D. T. Lee
: Multiple-Instance Learning: Multiple Feature Selection on Instance Representation.
: An Event-Based Framework for Process Inference.
: An Intelligent System for Prolonging Independent Living of Elderly.
: Web Personalization and Cohort Information Services for Natural Resource Managers.
: Can Quadrotors Succeed as an Educational Platform?