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Product Details 基本信息 ISBN-13 书号 9783030812294 Author 作者 Fasahat Ullah Siddiqui Format 版本 精装 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2021-09-06 Language 语种 其它(含多语) Book Contents 内容简介 This book presents the workings of major clustering techniques along with their advantages and shortcomings. After introducing the topic, the authors illustrate their modified version that avoids those shortcomings. The book then introduces four modified clustering techniques, namely the Optimized K-Means (OKM), Enhanced Moving K-Means-1(EMKM-1), Enhanced Moving K-Means-2(EMKM-2), and Outlier Rejection Fuzzy C-Means (ORFCM). The authors show how the OKM technique can differentiate the empty and zero variance cluster, and the data assignment procedure of the K-mean clustering technique is redesigned. They then show how the EMKM-1 and EMKM-2 techniques reform the data-transferri
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