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Titlebook: Association Rule Mining; Models and Algorithm Chengqi Zhang,Shichao Zhang Textbook 2002 Springer-Verlag Berlin Heidelberg 2002 Algorithmic

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樓主
發(fā)表于 2025-3-21 19:19:20 | 只看該作者 |倒序瀏覽 |閱讀模式
期刊全稱Association Rule Mining
期刊簡稱Models and Algorithm
影響因子2023Chengqi Zhang,Shichao Zhang
視頻videohttp://file.papertrans.cn/164/163505/163505.mp4
發(fā)行地址Includes supplementary material:
學科分類Lecture Notes in Computer Science
圖書封面Titlebook: Association Rule Mining; Models and Algorithm Chengqi Zhang,Shichao Zhang Textbook 2002 Springer-Verlag Berlin Heidelberg 2002 Algorithmic
影響因子Due to the popularity of knowledge discovery and data mining, in practice as well as among academic and corporate R&D professionals, association rule mining is receiving increasing attention..The authors present the recent progress achieved in mining quantitative association rules, causal rules, exceptional rules, negative association rules, association rules in multi-databases, and association rules in small databases. This book is written for researchers, professionals, and students working in the fields of data mining, data analysis, machine learning, knowledge discovery in databases, and anyone who is interested in association rule mining.
Pindex Textbook 2002
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沙發(fā)
發(fā)表于 2025-3-21 21:53:22 | 只看該作者
Causality in Databases,cepts are defined in Section 4.2. In Section 4.3 we first define a ‘good partition’ for generating item variables from items, and we then present a method of mining causality of interest from large databases. In Section 4.4 we advocate an approach for finding dependencies among variables. In Section
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Lecture Notes in Computer Sciencehttp://image.papertrans.cn/b/image/163505.jpg
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978-3-540-43533-4Springer-Verlag Berlin Heidelberg 2002
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發(fā)表于 2025-3-22 22:54:57 | 只看該作者
étienne André,Didier Lime,Mathias Ramparisonation rule mining in this chapter, we will concentrate on introducing data mining techniques..In Section 1.1 we begin with explaining what data mining is. In Section 1.2 we argue as to why data mining is needed. In Section 1.3 we recall the process of knowledge discovery in databases (KDD). In Secti
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發(fā)表于 2025-3-23 04:00:06 | 只看該作者
Lecture Notes in Computer Sciencesearch into the improvement of association rule mining techniques is also introduced to clarify the process. The chapter is organized as follows. In Section 2.1, we begin by outlining certain necessary basic concepts. Some measurements of association rules are discussed in Section 2.2. In Section 2.
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