英国阿尔斯特大学王晖教授学术报告 8月11日上午
发布时间: 2017-08-10 访问次数: 13

报告题目:Human Centric Machine Learning -- An overview of previous and current research

时  间:2017811 (星期五) 上午10:00 ~ 11:30

地  点:仓山校区成功楼603

主讲:Hui Wang 教授 Ulster University (Professor of Computer Science)Fujian Normal University (Minjiang Scholar Chair Professor

主  办:数学与信息学院

参加对象:计算机专业师生及我院其他感兴趣师生。

报告摘要:In this talk I will provide an overview of my previous research in the area of machine learning including lattice machine, contextual probability and neighbourhood counting. Lattice machine is a learning paradigm where the knowledge model is hyper relation which is consistent with human conception of the world according to formal concept analysis. Contextual probability provides a statistical view of any model of this type, which can be used to measure reliability of the model in making predictions. Neighbourhood counting provides means of estimating contextual probability from data. All of these underpin a new point of view, {\em human centric machine learning}, that the knowledge model learned should be human readable and verifiable. Additionally, I will also provide an overview of my current research endeavours.

专家简介:王晖(Wang Hui)教授现为英国阿尔斯特大学(Ulster University)人工智能研究中心主任,研究方向包括机器学习和自动推理以及在视频图像光谱分析和决策支持中的应用。近年来主持和参加完成了20多项欧盟英国北爱资助的项目,在重要的国际学术期刊和国际学术会议上发表了220多篇学术论文,应邀担任20多个国际学术会议的程序委员会委员,3个国际学术期刊的编委。