Machine Learning and Its Applications

Machine Learning and Its Applications pdf epub mobi txt 电子书 下载 2025

出版者:Springer
作者:Georgios Paliouras
出品人:
页数:333
译者:
出版时间:2001-9-21
价格:598.34元
装帧:Paperback
isbn号码:9783540424901
丛书系列:
图书标签:
  • 机器学习 
  •  
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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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