The IJCAI-11 Program Committee invites submissions of technical papers for IJCAI-11, to be held in Barcelona, Spain, July 19-22, 2011. Submissions are invited on significant, original, and previously unpublished research on all aspects of artificial intelligence.
The theme of IJCAI-11 is “Integrated and Embedded Artificial Intelligence” (IEAI) with a focus on artificial intelligence that crosses discipline boundaries within AI, and between AI and other disciplines. Building systems often requires techniques from more than one area (e.g. both machine learning and natural language processing, or both planning and preference representation). In addition, larger systems often have AI components embedded within that provide intelligent functionalities such as learning and reasoning. The conference will include a special track dedicated to such work.
- Abstract submission: Jan 19, 2011 (11:59PM, UTC-12)
- Paper submission: Jan 24, 2011 (11:59PM, UTC-12)
- Author feedback: Feb 28-Mar 3, 2011 (11:59PM, UTC-12).
- Notification of acceptance/rejection: Mar 31, 2011
- Camera-ready copy due: Apr 15, 211
- Technical sessions: Jul 19-22, 2011
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 Natural Sciences
- AI and Social Sciences
- Art and Music
- AI and Ubiquitous Computing Systems
- Autonomic Computing
- Brain Sciences
- Cognitive Modeling
- Computational Biology and e-Health
- 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
- Robot Planning
- Scheduling
- Search in Planning and Scheduling
- Theoretical Foundations of Planning
Robotics and Vision
- Behavior and Control
- Cognitive Robotics
- Human Robot Interaction
- Localization, Mapping, State Estimation
- Manipulation
- Motion and Path Planning
- Multi-Robot Systems
- Robotics
- Sensor Networks
- Vision and Perception
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
