Theory and Novel Applications of Machine Learning - Hardcover

 
9783902613554: Theory and Novel Applications of Machine Learning
Hardcover
ISBN 10: 3902613556 ISBN 13: 9783902613554
Publisher: Intechopen, 2009

Synopsis

Even since computers were invented, many researchers have been trying to understand how human beings learn and many interesting paradigms and approaches towards emulating human learning abilities have been proposed. The ability of learning is one of the central features of human intelligence, which makes it an important ingredient in both traditional Artificial Intelligence (AI) and emerging Cognitive Science. Machine Learning (ML) draws upon ideas from a diverse set of disciplines, including AI, Probability and Statistics, Computational Complexity, Information Theory, Psychology and Neurobiology, Control Theory and Philosophy. ML involves broad topics including Fuzzy Logic, Neural Networks (NNs), Evolutionary Algorithms (EAs), Probability and Statistics, Decision Trees, etc. Real-world applications of ML are widespread such as Pattern Recognition, Data Mining, Gaming, Bio-science, Telecommunications, Control and Robotics applications. This books reports the latest developments and futuristic trends in ML.

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Publisher
Intechopen
Publication date
2009
Language
English
ISBN 10 
3902613556
ISBN 13 
9783902613554
Binding
Hardcover
Number of pages
390
Editor
Meng Joo Er, Zhou Yi