· Intelligent Transportation and Smart Cities
· Decision Support under Complex Information Environments
· Financial AI and Algorithmic Trading
· Human-AI Collaboration and Interactive Learning
· NLP-driven Decision-making (e.g., Dialogue, Chatbots)
The topics of interest for submission include, but are not limited to:
◕ Applied Decision-making Systems · AI for Healthcare and Medical Diagnosis · Intelligent Transportation and Smart Cities · Decision Support under Complex Information Environments · Financial AI and Algorithmic Trading · Human-AI Collaboration and Interactive Learning · NLP-driven Decision-making (e.g., Dialogue, Chatbots) |
◕ Intelligent Decision-making and Planning · Sequential Decision-making and Markov Decision Processes · Imitation Learning and Inverse Reinforcement Learning · Game-theoretic Learning and Multi-agent Systems · Decision-making under Complex and Uncertain Information · Fuzzy Systems and Uncertain Language-based Decision Models · Risk-sensitive and Safe Decision-making |
◕ Optimization and Learning Algorithms · Online Learning and Streaming Algorithms · Neural Architecture Search · Variational Inference, MCMC, and Probabilistic Programming · Optimization in High-dimensional Spaces · Large-scale and Distributed Learning Systems |
◕ Trustworthy and Responsible AI · Explainable and Interpretable Machine Learning · Fairness, Transparency, and Bias Mitigation · Adversarial Machine Learning and Robustness · Federated Learning and Data Privacy · Uncertainty Quantification and Calibration Methods |