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Southwest Jiaotong University School of Mathematics

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澳门金莎娱乐官网暑期短课程

澳门金莎娱乐官网:   作者:     日期:2020-06-29 10:16:48   点击数:  

澳门金莎娱乐官网暑期短课程

2020暑期短学期

主讲教师: 刘军 (英国Ulster大学)

课程QQ群号:676145188

课程平台:腾讯课堂,刘老师暑期课堂:https://ke.qq.com/webcourse/index.html#cid=2597596&term_id=102703186&lite=1&from=800021724

主题 1

高级运筹学 (Advanced Operational Research)

讲次

日期

时间

课程内容

1

202076日星期一

下午15:30-17:30pm

 

Traditional Optimization Approaches and Statistical Models in   Operational Research: Overview

2

202077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

202078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

202079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

2020713日星期一

下午15:30-17:30pm

 

Introduction to AI in general and the role of Knowledge Representation   and Reasoning

2

2020714日星期二

下午15:30-17:30pm

 

Logic and automated reasoning for AI: theory and application overview

3

2020715日星期三

下午15:30-17:30pm

 

Semantic Web, Ontology, and Knowledge Graph: overview, tools and state   of art

4

2020716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.

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