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


Logical and Relational Learning

简体网页||繁体网页
De Raedt, Luc
Springer-Verlag New York Inc
2008
250
785.00元
HRD
Cognitive Technologies
9783540200406

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发表于2024-09-17

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

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

Logical and Relational Learning pdf epub mobi txt 电子书 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.

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