Logical and Relational Learning 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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De Raedt, Luc 作者

Springer-Verlag New York Inc

譯者

2008 出版日期

250 頁數

785.00元價格

HRD

Cognitive Technologies 叢書系列

9783540200406 圖書編碼

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發表於2024-11-10

Logical and Relational Learning 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Logical and Relational Learning 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Logical and Relational Learning 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Logical and Relational Learning 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Logical and Relational Learning 在線電子書圖書描述

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.

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