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Titlebook: Link Mining: Models, Algorithms, and Applications; Philip S. Yu,Jiawei Han,Christos Faloutsos Book 2010 Springer Science+Business Media, L

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發(fā)表于 2025-3-21 19:57:13 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Link Mining: Models, Algorithms, and Applications
編輯Philip S. Yu,Jiawei Han,Christos Faloutsos
視頻videohttp://file.papertrans.cn/587/586743/586743.mp4
概述Link mining has become an emerging field of data mining, which has a high impact in various important applications such as text mining, social network analysis, collaborative filtering, and bioinforma
圖書封面Titlebook: Link Mining: Models, Algorithms, and Applications;  Philip S. Yu,Jiawei Han,Christos Faloutsos Book 2010 Springer Science+Business Media, L
描述With the recent flourishing research activities on Web search and mining, social network analysis, information network analysis, information retrieval, link analysis, and structural data mining, research on link mining has been rapidly growing, forming a new field of data mining. Traditional data mining focuses on "flat" or “isolated” data in which each data object is represented as an independent attribute vector. However, many real-world data sets are inter-connected, much richer in structure, involving objects of heterogeneous types and complex links.Hence, the study of link mining will have a high impact in various important applications such as Web and text mining, social network analysis, collaborative filtering, and bioinformatics.Link Mining: Models, Algorithms and Applications focuses on the theory and techniques as well as the related applications for link mining, especially from an interdisciplinary point of view.Due to the high popularity of linkage data, extensive applications ranging from governmental organizations to commercial businesses to people‘s daily life call for exploring the techniques of mining linkage data.This book provides a comprehensive coverage of the
出版日期Book 2010
關(guān)鍵詞Clustering; algorithms; bioinformatics; classification; collaborative filtering; data cleansing; data mini
版次1
doihttps://doi.org/10.1007/978-1-4419-6515-8
isbn_softcover978-1-4939-0147-0
isbn_ebook978-1-4419-6515-8
copyrightSpringer Science+Business Media, LLC 2010
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lume, various views of intuition and the axiomatic method are explored, beginning with Kant’s own approach. By way of these investigations, we hope to understand better the rationale behind Kant’s theory of intuition, as well as to grasp many facets of the relations between theories of intuition and
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Lei Tang,Huan Liulume, various views of intuition and the axiomatic method are explored, beginning with Kant’s own approach. By way of these investigations, we hope to understand better the rationale behind Kant’s theory of intuition, as well as to grasp many facets of the relations between theories of intuition and
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Hong Cheng,Xifeng Yan,Jiawei Hanlume, various views of intuition and the axiomatic method are explored, beginning with Kant’s own approach. By way of these investigations, we hope to understand better the rationale behind Kant’s theory of intuition, as well as to grasp many facets of the relations between theories of intuition and
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lume, various views of intuition and the axiomatic method are explored, beginning with Kant’s own approach. By way of these investigations, we hope to understand better the rationale behind Kant’s theory of intuition, as well as to grasp many facets of the relations between theories of intuition and
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