Новости РОС

The 22nd International Joint Conference on Artificial Intelligence

Abstract submission: Jan 19, 2011.

The topics include but are not limited to:

Agent-based and Multiagent Systems:

• Agent Theories and Architectures
• Agent Communication
• Agreement Technologies Argumentation
• Auctions and Market-Based Systems
• Coordination and Collaboration
• Distributed AI
• E-Commerce
• Game Theory
• Multiagent Learning
• Multiagent Planning
• Multiagent Systems
• Simulation and Emergent Behavior
• Social Choice

 Constraints, Satisfiability and Search:

• Applications
• Constraint Optimization
• Constraint Satisfaction
• Distributed Constraints
• Dynamic Programming
• Evaluation and Analysis
• Global Constraints
• Heuristic Search
• Meta-heuristics
• Quantifier Formulations
• Satisfiability
• Modeling
• Search
• Solvers and Tools
• Symmetry

Knowledge Representation, Reasoning and Logic:

• Action, Change and Causality
• Automated Reasoning and Theorem Proving
• Beliefs and Knowledge
• Common-Sense Reasoning
• Computational Complexity
• Description Logics and Ontologies
• Diagnosis and Abductive Reasoning
• Geometric, Spatial and Temporal Reasoning
• Knowledge Representation
• Logic Programming
• Many-Valued and Fuzzy Logics
• Nonmonotonic Reasoning
• Preferences
• Qualitative Reasoning
• Reasoning with Beliefs

Machine Learning:

• Active Learning
• Case-based Reasoning
• Classification
• Cost-Sensitive Learning
• Data Mining
• Deep Learning
• Ensemble Methods
• Evolutionary Computation
• Feature Selection/Construction
• Kernel Methods
• Learning Graphical Models
• Learning Preferences or Rankings
• Learning Theory
• Machine Learning
• Neural Networks
• Online Learning
• Reinforcement Learning
• Relational Learning
• Semi-Supervised/Unsupervised Learning
• Structured Learning
• Time-series/Data Streams
• Transfer, Adaptation, Multi-task Learning

Multidisciplinary Topics And Applications:

• AI and Social Sciences
• AI and Ubiquitous Computing Systems
• Autonomic Computing
• Cognitive Modeling
• Computer Games
• Computer-Aided Education
• Human-Computer Interaction
• Intelligent Database Systems
• Intelligent User Interfaces
• Interactive Entertainment
• Knowledge-based Software Engineering
• Personalization and User Modeling
• Philosophical and Ethical Issues
• Real-Time Systems
• Security and Privacy
• Validation and Verification

Natural-Language Processing:

• Dialogue
• Discourse
• Information Extraction
• Information Retrieval
• Machine Translation
• Morphology and Phonology
• Natural Language Generation
• Natural Language Semantics
• Natural Language Summarization
• Natural Language Syntax
• Natural Language Processing
• Psycholinguistics
• Question Answering
• Speech Recognition and Understanding
• Text Classification

Planning and Scheduling:

• Activity and Plan Recognition
• Applications of Planning
• Conformant/Contingent Planning
• Hierarchical Task Networks
• Hybrid Systems
• Markov Decisions Processes
• POMDPs
• Plan Execution and Monitoring
• Planning Algorithms
• Planning under Uncertainty
• Real-time Planning
• Scheduling
• Search in Planning and Scheduling
• Theoretical Foundations of Planning

Uncertainty in AI:

• Approximate Probabilistic Inference
• Bayesian Networks
• Decision/Utility Theory
• Exact Probabilistic Inference
• Graphical Models
• Preference Elicitation
• Sequential Decision Making
• Uncertainty

Web and Knowledge-based Information Systems:

• Information Extraction
• Information Integration
• Information Retrieval
• Knowledge Acquisition
• Knowledge Engineering
• Knowledge-based Systems
• Ontologies
• Recommender Systems
• Semantic Web
• Social Networks
• Source Wrapping
• Web Mining
• Web Search
• Web Technologies

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