Relational Knowledge Discovery 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Mueller, M.E. 作者

译者

2012-7 出版日期

280 页数

$ 53.11 价格

丛书系列

9780521122047 图书编码

Relational Knowledge Discovery 在线电子书图书标签: Relational Knowledge 计算机科学科学数据挖掘 ml Discovery 2012

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Relational Knowledge Discovery 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Relational Knowledge Discovery 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Relational Knowledge Discovery 在线电子书图书描述

What is knowledge and how is it represented? This book focuses on the idea of formalising knowledge as relations, interpreting knowledge represented in databases or logic programs as relational data and discovering new knowledge by identifying hidden and defining new relations. After a brief introduction to representational issues, the author develops a relational language for abstract machine learning problems. He then uses this language to discuss traditional methods such as clustering and decision tree induction, before moving onto two previously underestimated topics that are just coming to the fore: rough set data analysis and inductive logic programming. Its clear and precise presentation is ideal for undergraduate computer science students. The book will also interest those who study artificial intelligence or machine learning at the graduate level. Exercises are provided and each concept is introduced using the same example domain, making it easier to compare the individual properties of different approaches.

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