Logical and Relational Learning 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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De Raedt, Luc 作者

Springer-Verlag New York Inc

译者

2008 出版日期

250 页数

785.00元价格

HRD

Cognitive Technologies 丛书系列

9783540200406 图书编码

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Logical and Relational Learning 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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This textbook covers logical and relational learning in depth, and hence provides an introduction to inductive logic programming (ILP), multirelational data mining (MRDM) and (statistical) relational learning (SRL). These subfields of data mining and machine learning are concerned with the analysis of complex and structured data sets that arise in numerous applications, such as bio- and chemoinformatics, network analysis, Web mining, natural language processing, within the rich representations offered by relational databases and computational logic.

The author introduces the machine learning and representational foundations of the field and explains some important techniques in detail by using some of the classic case studies centered around well-known logical and relational systems.

The book is suitable for use in graduate courses and should be of interest to graduate students and researchers in computer science, databases and artificial intelligence, as well as practitioners of data mining and machine learning. It contains numerous figures and exercises, and slides are available for many chapters.

Logical and Relational Learning 在线电子书下载 mobi epub pdf txt 在线电子书下载

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