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. The businesses or business problems addressed in this book include (or very closely related to): analysis of correlations between currency exchange rates, analysis of USA banks and Moody's bank financial strength rating, arrears management, business risk identification, company audit fee evaluation, dental treatments, business internal control, intelligent tutoring systems and educational assessment, modeling agent behavior, motor insurance industry, personal loan defaults, pricing strategies for increasing the market share, pricing strategies in supply chain management, probabilistic sales forecasting, user relevance feedback analysis for online text retrieval, and world crude oil spot price forecasting.
Product Identifiers
Publisher
Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
ISBN-13
9783642097836
eBay Product ID (ePID)
178363757
Product Key Features
Author
Bhanu Prasad
Publication Name
Soft Computing Applications in Business
Format
Paperback
Language
English
Subject
Engineering & Technology, Computer Science
Publication Year
2010
Type
Textbook
Number of Pages
293 Pages
Dimensions
Item Height
235mm
Item Width
155mm
Volume
230
Item Weight
468g
Additional Product Features
Series Title
Studies in Fuzziness and Soft Computing
Editor
Bhanu Prasad
Country/Region of Manufacture
Germany
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