Selected Contributions in Data Analysis and Classification (Studies in Classification, Data Analysis, and Knowledge Organization) (Studies in Classification, Data Analysis, and Knowledge Organization)
暫譯: 數據分析與分類的選擇貢獻(分類、數據分析與知識組織研究)
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- 出版商: Springer
- 出版日期: 2007-08-27
- 售價: $4,280
- 貴賓價: 9.5 折 $4,066
- 語言: 英文
- 頁數: 635
- 裝訂: Paperback
- ISBN: 3540735585
- ISBN-13: 9783540735588
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相關分類:
Data Science
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相關主題
商品描述
This volume presents recent methodological developments in data analysis and classification. It covers a wide range of topics, including methods for classification and clustering, dissimilarity analysis, consensus methods, conceptual analysis of data, and data mining and knowledge discovery in databases. The book also presents a wide variety of applications, in fields such as biology, micro-array analysis, cyber traffic, and bank fraud detection.
商品描述(中文翻譯)
本卷介紹了數據分析和分類的最新方法論發展。內容涵蓋了廣泛的主題,包括分類和聚類的方法、差異性分析、共識方法、數據的概念分析,以及數據挖掘和數據庫中的知識發現。該書還展示了各種應用,涵蓋生物學、微陣列分析、網絡流量和銀行詐騙檢測等領域。