Titlebook: Information-Statistical Data Mining; Warehouse Integratio Bon K. Sy,Arjun K. Gupta Book 2004 Springer Science+Business Media New York 2004

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书目名称Information-Statistical Data Mining影响因子(影响力)




书目名称Information-Statistical Data Mining影响因子(影响力)学科排名




书目名称Information-Statistical Data Mining网络公开度




书目名称Information-Statistical Data Mining网络公开度学科排名




书目名称Information-Statistical Data Mining被引频次




书目名称Information-Statistical Data Mining被引频次学科排名




书目名称Information-Statistical Data Mining年度引用




书目名称Information-Statistical Data Mining年度引用学科排名




书目名称Information-Statistical Data Mining读者反馈




书目名称Information-Statistical Data Mining读者反馈学科排名

保守

Bayesian Nets & Model Generation,Bayesian networks are graphical models that capture the probability dependency relationships among random variables. The probability dependency relationships are encoded as the likelihoods of event associations in terms of conditional probabilities.

责怪

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The Springer International Series in Engineering and Computer Sciencehttp://image.papertrans.cn/i/image/466024.jpg

GOAD

978-1-4613-4755-2Springer Science+Business Media New York 2004

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北极人

Data Warehouse Basics, activities towards a better understanding of an organization’s specific mission/activity. Therefore, data warehousing may be construed as a collection of technologies to aid (organizational) decision-making and/or strategic planning when it is used in conjunction with data mining technologies.

极大痛苦

Pattern Inference & Model Discovery, inference is model based. In other words, we need probability model(s) in order to conduct pattern-based inference. In chapter 10 we will discuss one kind of probability models — Bayesian networks. It has a graphical representation for the mathematical structure of the probability models.

Accomplish

Case Study 2: Financial Data Analysis,and General Dynamics. The information theoretic approach described in chapter 7 is used to estimate the number of change points as well as their locations. Model selection methodology, using Schwarz Information Criterion, is promulgated to solve the difficult problem of change point analysis.

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