西南交通大学数学学院暑期短课程
主题 1 |
高级运筹学 (Advanced Operational Research) |
讲次 |
日期 |
时间 |
课程内容 |
1 |
2020年7月6日星期一 |
下午15:30-17:30pm |
Traditional Optimization Approaches and Statistical Models in Operational Research: Overview |
2 |
2020年7月7日星期二 |
下午15:30-17:30pm |
AI for OR (Part I): Heuristic Optimisation Methods Summary (The AI approach for OR in general, Searching, Simulated Annealing, Tabu Searches) |
3 |
2020年7月8日星期三 |
下午15:30-17:30pm |
AI for OR (Part II): Heuristic Optimisation Methods Summary (Genetic Algorithms, Artificial Neural Network, and the Deep Learning) |
4 |
2020年7月9日星期四 |
下午15:30-17:30pm |
AI for OR (Part III): Machine Learning Overview (methods, tools, state of art) |
主题 2 |
人工智能中的知识工程 (Knowledge Engineering in AI) |
讲次 |
日期 |
时间 |
课程内容 |
4 |
2020年7月13日星期一 |
下午15:30-17:30pm |
Introduction to AI in general and the role of Knowledge Representation and Reasoning |
2 |
2020年7月14日星期二 |
下午15:30-17:30pm |
Logic and automated reasoning for AI: theory and application overview |
3 |
2020年7月15日星期三 |
下午15:30-17:30pm |
Semantic Web, Ontology, and Knowledge Graph: overview, tools and state of art |
4 |
2020年7月16日星期四 |
下午15:30-17:30pm |
Reasoning under Uncertainty Research related: Combination of Data-Driven and Knowledge-Driven Approaches for Autonomous Decision Making Some general Q/A about paper writing and doing research |
Dr. Jun Liu is currently a Reader in Computer Science at School of Computing,
Ulster
University,
Northern Ireland
,
UK
. His current research is focused on two themes: 1) logic and automated reasoning methods for intelligent systems; 2) Intelligent decision methodologies and systems. He has authored or co-authored over 140 publications, and served as editors of 5 international journals. He has been awarded a substantial amount of research funding as grant holder and principle co-investigator, totalling over £1.5 million from various funding bodies in the above research area. He is a member of the IEEE, IEEESMC and IEEECI, a member of EUCog. He is the Executive Steering Committee Member of International FLINS Conference and the Executive Steering Committee Member of International ISKE Conference. He is a Fellow of the Higher Education Academy, and teaches at both undergraduate and postgraduate level.
