课程号:ME206009
课程名:面向AI的智能信息系统
英文课程名:Aim to AI,Intelligent Information Systems
开课单位:机电工程学院
授课教师:SHIU, Chi Keung Simon
责任教师:贺华王佩
学分/学时:1学分/16学时
教师简介:香港理工大学工程学院计算学系副教授、博导,英国计算机协会成员,IEEE期刊编委,曾任香港理工大学参议院代表,工程学院研究生交流项目主理人,现任PolyU计算学系研究生教学委员会主席,MSc学生招生工作联络官等。参与编写6本学术著作,在IEEE图像处理汇刊等重要刊物上发表近30篇学术论文。Dr. SHIU, Chi Keung Simon, associate professor of Department of Computing, School of Engineering, Hong Kong Polytechnic University (PolyU).Member of British Computer Society, editorial board member of IEEE, former Senate Representative of PolyU. Chief executive of graduate Exchange program of School of Engineering. Chairman of Graduate Teaching Committee of PolyU Department of ComputingLiaison officer for MSc Student Recruitment, etc. Participated in the compilation of 6 academic works, and published nearly 30 academic papers in important journals such as“IEEE Image processing”
课程简介:通过本课程的学习,要求学生充分了解智能信息系统概念、产生背景、发展现状和趋势,进而掌握逻辑推理和运算的理论;掌握机器学习的理论、编程和应用;了解并掌握不同混合智能系统(自动学习知识系统、模糊逻辑神经网络系统、遗传算法专家系统等)的特点和相对应的应用场景和案例。Through the study of this course, students are required to fully understand the concept, generation background, development status and trend of intelligent information system, and then master the theory of logical reasoning and operation; master the theory, programming and application of machine learning; understand and master the characteristics of different hybrid intelligent systems (automatic learning knowledge system, fuzzy logic neural network system, genetic algorithm expert system, etc.) Points and corresponding application scenarios and cases.
先修课程:无