AI Foundations

• Evolutionary Computing, Bayesian and Neural Networks

• Decision/Utiliity Theory and Decision Optimization

• Search, SAT and CSP

• Description Logic and Ontologies

AI in Domain Specific Applications

• AI in Natural Langauage Processing and Understanding

• AI in Computational Biology, Medicine and Biomedical Applications

• AI in WWW, Communication, Social Networking, Recommender Systems, Games and E-Commerce

• AI in Finance and Risk Management

AI in Computer Systems

• AI in Robotics, Computer Vision and Games

• AI in Software Engineering, Real-Time and Embedded Applications and Sensor Networks

• AI in Coud Computing, Data-Intensive Applications, and Online/Streaming and Multimedia Systems

• AI in Web Search and Information Retrieval

• AI in Computer Security, Data Privacy, and Information Assurance

Applied Artificial Intelligence

• Intelligent Signal Processing

• Intelligent Control Applications

• Application to Inverse Problems

• Application to Smart Grids and Smart Cities

AI in Data Analytics and Big Data

• Visualization Analytics for Big Data

• Computational Modeling for Big Data

• Large-Scale Recommendation and Social Media Systems

• Cloud/Grid/Stream Data Mining for Big Velocity Data

• Semantic-based Big Data Mining

Uncertainty in AI

• Uncertainty and Fuzzineess Representation and Reasoning

• Approximate/Exact Probabilistic Inference

• Knowledge Discovery and Data Mining for Uncertain Data

Machine Learning and Data Mining

• Data Pre-processing, Reduction, and Feature Selection

• Learning Graphical Models and Complex Networks

• Active, Cost-Sensitive, Semi-Supervised, Multi-Instance, Multi-Label, and Multi-Task Learning

• Transfer/Adaptive, Rational and Structured Learning

• Preference/Ranking, Ensemble, and Reinforcement Learning

Knowledge Representation, Reasoning and Cognitive Modeling

• Knowledge Representation and Reasoning

• Knowledge Extraction, Management and Sharing

• Case-based Reasoning and Knowledge-based Systems

• Cognitive Modeling and Semantic Web

AI and Decision Systems

• Decision Guidance and Support Systems

• Optimization-based Recommender Systems

• Group, Distributed and Collaborative Decisions

• Crowd-Sourcing and Collective Intelligence Decision Making

• Strategic, Tactical and Operational Level Decisions

• Decision Making in Social and Mobile Networks

Multimodal Communicative Signals: Behavioural and Algorithmic Issues

• Verbal and Nonverbal Social Communicative Signals

• Trustful Human-Human and Human-Machine Exchanges

• Emotionally and Socially believable robots and ICT Interfaces

• Recognition, Synthesis, and Understanding of Human Interactions

• Context and Cultural Effects on Perception, Memory, and Cognition

• Multimodal Signal Analysis and Processing

• Affective Systems and Related Applications

• Learning Algorithms in Social Robotics and ICT Interfaces

• Analysis and Processing of Human Daily Cognitive Activities

Distributed Intelligence

• Multi-Agent Systems

• Data Fusion

• Robust Decision Making