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数据挖掘与语义网

Data Mining Vs. Semantic Web
课程网址: http://videolectures.net/solomon_milutinovic_dmv/  
主讲教师: Veljko Milutinović
开课单位: 贝尔格莱德大学
开课时间: 2007-03-20
课程语种: 英语
中文简介:
本教程涵盖了数据挖掘的一般领域,讨论了其可能的应用(可以根据要求添加特殊案例研究),并详细说明了数据挖掘的硬件加速器问题。引言给出了正式和非正式的定义(通过示例),并指出了该主题的典型误解。有关方法和算法的部分涵盖了许多不同的方法,每种方法都是通过动画来呈现的,使用的例子既色彩丰富,又非同寻常,但非常适合指出本质。工具上的部分列出了大约十二种不同的工具,并选择了一个进行详细的案例研究。应用程序部分包括来自不同领域(工程,科学,医学,精神病学等)的示例。硬件加速器部分可根据特殊要求提供。迄今为止,该教程已经为美国和欧洲的工业界和学术界进行了多次介绍,并在多个会议上获得了最佳教程奖。
课程简介: This tutorial covers the field of datamining in general, talks about its possible applications (special case studies can be added on request), and elaborates on the issue of hardware accelerators for datamining. The introduction gives a formal and an informal definition (through an example), plus it points to possible missunderstandings typical of the topic. The part on methods and algorithms covers a number of different approaches, each one presented thru animation, using the examples that are both colourfull and unusual, but excellent for pointing into the essence. The part on tools lists about a dozen different tools, and selects one for a detailed case study. The part on applications includes examples from a variety of different fields (engineering, science, medicine, psychiatry, etc...) The part on hardware accelerators is available on special request. This tutorial was presented so far many times for industry and academia in the USA and Europe, and received the best tutorial award at several conferences.
关 键 词: 数据挖掘; 硬件加速器; 最佳教程
课程来源: 视频讲座网
最后编审: 2019-09-22:cwx
阅读次数: 54