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Machine Learning and Its Applications: Advanced Lectures (Lecture Notes in Computer Science) [Paperback]

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Item description for Machine Learning and Its Applications: Advanced Lectures (Lecture Notes in Computer Science) by Georgios Paliouras, Vangelis Karkaletsis & Constantine D. Spyropoulos...

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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Item Specifications...


Pages   324
Est. Packaging Dimensions:   Length: 0.75" Width: 6" Height: 9"
Weight:   1.2 lbs.
Binding  Softcover
Release Date   Sep 21, 2001
Publisher   Springer
ISBN  3540424903  
ISBN13  9783540424901  


Availability  0 units.


More About Georgios Paliouras, Vangelis Karkaletsis & Constantine D. Spyropoulos


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Product Categories

1Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Artificial Intelligence
2Books > Special Features > New & Used Textbooks > Sciences > Mathematics
3Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
4Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
5Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Machine Learning
6Books > Subjects > Computers & Internet > Databases > Data Storage & Management > Data Mining
7Books > Subjects > Computers & Internet > General
8Books > Subjects > Computers & Internet > Networking > Networks, Protocols & API's > Networks
9Books > Subjects > Computers & Internet > Programming > Algorithms > General
10Books > Subjects > Medicine > General
11Books > Subjects > Professional & Technical > Professional Science > Mathematics > Pure Mathematics > Logic
12Books > Subjects > Science > Mathematics > Pure Mathematics > Logic



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