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Soft Computing Applications in Business

Soft Computing Applications in Business

Paperback

Series: Studies in Fuzziness and Soft Computing, Book 230

Technology & EngineeringGeneral ComputersGeneral Mathematics

ISBN10: 3642097839
ISBN13: 9783642097836
Publisher: Springer Nature
Published: Nov 25 2010
Pages: 293
Weight: 0.94
Height: 0.64 Width: 6.14 Depth: 9.21
Language: English

Soft computing techniques are widely used in most businesses. This book consists of several important papers on the applications of soft computing techniques for the business field. The soft computing techniques used in this book include (or very closely related to): Bayesian networks, biclustering methods, case-based reasoning, data mining, Dempster-Shafer theory, ensemble learning, evolutionary programming, fuzzy decision trees, hidden Markov models, intelligent agents, k-means clustering, maximum likelihood Hebbian learning, neural networks, opportunistic scheduling, probability distributions combined with Monte Carlo methods, rough sets, self organizing maps, support vector machines, uncertain reasoning, other statistical and machine learning techniques, and combinations of these techniques.

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General Mathematics