征稿范围
Topics (not limited to)
AI Foundations
- Evolutionary computing, Bayesian and Neural Networks
- Decision/Utility Theory and Decision Optimization
- Search, SAT, and CSP
- Description Logic and Ontologies
AI in Domain Specific Applications
- AI in Natural Language 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 Cloud 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
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
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 Modelling
- Knowledge Representation, Reasoning
- Knowledge Extraction, Management and Sharing
- Case-Based Reasoning and Knowledge-based Systems
- Cognitive Modelling 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
Uncertainty in AI
- Uncertainty and Fuzziness Representation and Reasoning
- Approximate/Exact Probabilistic Inference
- Knowledge Discovery and Data Mining for Uncertain Data
AI Tools for Manufacturing Innovation
- AI in manufacturing performance evaluation
- AI in manufacturing decision and data analytics
- AI in modeling, simulation and optimization of manufacturing systems
- AI in additive manufacturing
- AI in manufacturing control and planning
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