Machine Learning and Its Applications 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Georgios Paliouras 作者

Springer

译者

2001-9-21 出版日期

333 页数

598.34元价格

Paperback

丛书系列

9783540424901 图书编码

Machine Learning and Its Applications 在线电子书图书标签: 机器学习

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发表于2024-11-07

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Machine Learning and Its Applications 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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In recent years machine learning has made its way from artificial intelligence into areas of administration, commerce, and industry. Data mining is perhaps the most widely known demonstration of this migration, complemented by less publicized applications of machine learning like adaptive systems in industry, financial prediction, medical diagnosis and the construction of user profiles for Web browsers.

This book presents the capabilities of machine learning methods and ideas on how these methods could be used to solve real-world problems. The first ten chapters assess the current state of the art of machine learning, from symbolic concept learning and conceptual clustering to case-based reasoning, neural networks, and genetic algorithms. The second part introduces the reader to innovative applications of ML techniques in fields such as data mining, knowledge discovery, human language technology, user modeling, data analysis, discovery science, agent technology, finance, etc.

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