| 書目名稱 | Soft Computing Applications in Business | | 編輯 | Bhanu Prasad | | 視頻video | http://file.papertrans.cn/871/870422/870422.mp4 | | 概述 | Presents the applications of soft computing techniques for the business field | | 叢書名稱 | Studies in Fuzziness and Soft Computing | | 圖書封面 |  | | 描述 | .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 educationa | | 出版日期 | Book 2008 | | 關(guān)鍵詞 | Markov; Markov model; audit; calculus; clustering; decision tree; ensemble learning; evolution; fuzzy; hidden | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-540-79005-1 | | isbn_softcover | 978-3-642-09783-6 | | isbn_ebook | 978-3-540-79005-1Series ISSN 1434-9922 Series E-ISSN 1860-0808 | | issn_series | 1434-9922 | | copyright | Springer-Verlag Berlin Heidelberg 2008 |
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