Book Details

978-3-540-79005-1

Soft Computing Applications in Business

Publication year: 2008

ISBN: 978-3-540-79005-1

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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.


Subject: Engineering, Markov, Markov model, audit, calculus, clustering, decision tree, ensemble learning, evolution, fuzzy, hidden Markov Model, learning, modeling, neural network, programming, scheduling