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» Privacy in Data Mining Using Formal Methods
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135
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KDD
2002
ACM
145views Data Mining» more  KDD 2002»
16 years 2 months ago
Handling very large numbers of association rules in the analysis of microarray data
The problem of analyzing microarray data became one of important topics in bioinformatics over the past several years, and different data mining techniques have been proposed for ...
Alexander Tuzhilin, Gediminas Adomavicius
118
Voted
DATAMINE
2007
97views more  DATAMINE 2007»
15 years 2 months ago
Mining for trigger events with survival analysis
This paper discusses a new application of data mining, quantifying the importance of responding to trigger events with reactive contacts. Trigger events happen during a customer’...
Edward C. Malthouse
SDM
2007
SIAM
74views Data Mining» more  SDM 2007»
15 years 4 months ago
HACS: Heuristic Algorithm for Clustering Subsets
The term consideration set is used in marketing to refer to the set of items a customer thought about purchasing before making a choice. While consideration sets are not directly ...
Ding Yuan, W. Nick Street
131
Voted
MEMOCODE
2008
IEEE
15 years 9 months ago
From Data to Events: Checking Properties on the Control of a System
We present a component-based description language for heterogeneous systems composed of several data flow processing components and a unique eventbased controller. Descriptions a...
Christophe Jacquet, Frédéric Boulang...
ICDM
2006
IEEE
161views Data Mining» more  ICDM 2006»
15 years 8 months ago
Hierarchical Density Shaving: A clustering and visualization framework for large biological datasets
In many clustering applications for bioinformatics, only part of the data clusters into one or more groups while the rest needs to be pruned. For such situations, we present Hiera...
Gunjan Gupta, Alexander Liu, Joydeep Ghosh