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Titlebook: Soft Computing for Knowledge Discovery and Data Mining; Oded Maimon,Lior Rokach Book 2008 Springer-Verlag US 2008 Bayesian network.Cluster

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發(fā)表于 2025-3-21 19:11:45 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Soft Computing for Knowledge Discovery and Data Mining
編輯Oded Maimon,Lior Rokach
視頻videohttp://file.papertrans.cn/871/870478/870478.mp4
概述Illustrations of various applications including manufacturing, medical, banking, insurance and others.Includes various real-world case studies with detailed results.Edited by the highly-regarded edito
圖書封面Titlebook: Soft Computing for Knowledge Discovery and Data Mining;  Oded Maimon,Lior Rokach Book 2008 Springer-Verlag US 2008 Bayesian network.Cluster
描述.Data mining is the science and technology of exploring large and complex bodies of data in order to discover useful patterns. It is extremely important because it enables modeling and knowledge extraction from abundant data availability...Soft Computing for Knowledge Discovery and Data Mining. introduces soft computing methods extending the envelope of problems that data mining can solve efficiently. It presents practical soft-computing approaches in data mining. This edited volume by highly regarded authors, includes several contributors of the 2005, .Data Mining and Knowledge Discovery Handbook.??.This book?was written to provide investigators in the fields of information systems, engineering, computer science, statistics and management with a profound source for the role of soft computing in data mining. Not only does this book feature illustrations of various applications including manufacturing, medical, banking, insurance and others, but also includes various real-world case studies with detailed results...Soft Computing for Knowledge Discovery and Data Mining .is designed for practitioners and researchers in industry. Practitioners and researchers may be particularly intere
出版日期Book 2008
關(guān)鍵詞Bayesian network; Clustering; DOM; Support Vector Machine; algorithms; classification; data mining; evoluti
版次1
doihttps://doi.org/10.1007/978-0-387-69935-6
isbn_softcover978-1-4419-4351-4
isbn_ebook978-0-387-69935-6
copyrightSpringer-Verlag US 2008
The information of publication is updating

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Oded Maimon,Lior RokachIllustrations of various applications including manufacturing, medical, banking, insurance and others.Includes various real-world case studies with detailed results.Edited by the highly-regarded edito
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發(fā)表于 2025-3-22 15:10:28 | 只看該作者
es with detailed results.Edited by the highly-regarded edito.Data mining is the science and technology of exploring large and complex bodies of data in order to discover useful patterns. It is extremely important because it enables modeling and knowledge extraction from abundant data availability...
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Swarm Intelligence Algorithms for Data Clusteringinally describes a new SI technique for partitioning any dataset into an optimal number of groups through one run of optimization. Computer simulations undertaken in this research have also been provided to demonstrate the effectiveness of the proposed algorithm.
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Book 2008nt because it enables modeling and knowledge extraction from abundant data availability...Soft Computing for Knowledge Discovery and Data Mining. introduces soft computing methods extending the envelope of problems that data mining can solve efficiently. It presents practical soft-computing approach
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發(fā)表于 2025-3-23 07:09:55 | 只看該作者
Support Vector Machines and Fuzzy Systems More importantly, an SVM can work very well on a high (or even infinite) dimensional feature space. This chapter presents a survey of the connection between fuzzy classifiers and kernel machines. A significant portion of the chapter is built upon material from articles we have written, in particular (Chen and Wang, 2003a, Chen and Wang, 2003b).
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