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» Mining Software Data

165

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PAKDD
2005
ACM

111views Data Mining» more PAKDD 2005»

Training Support Vector Machines Using Greedy Stagewise Algorithm

15 years 12 months ago

Download ttic.uchicago.edu

Abstract. Hard margin support vector machines (HM-SVMs) have a risk of getting overfitting in the presence of the noise. Soft margin SVMs deal with this

Liefeng Bo, Ling Wang, Licheng Jiao

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144

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PKDD
1997
Springer

86views Data Mining» more PKDD 1997»

A New and Versatile Method for Association Generation

15 years 10 months ago

Download pluto.huji.ac.il

Current algorithmsfor ndingassociations amongthe attributes describing datain a database have a number of shortcomings:

Amihood Amir, Ronen Feldman, Reuven Kashi

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134

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KDD
1994
ACM

104views Data Mining» more KDD 1994»

Dynamic Generation and Refinement of Concept Hierarchies for Knowledge Discovery in Databases

15 years 10 months ago

Download www.aaai.org

Concepthierarchies organizedata andconceptsin hierarchical ]ormsor in certain partial order, which helps expressingknowledgeanddata relationships in databasesin concise, highlevel...

Jiawei Han, Yongjian Fu

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121

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KDD
2010
ACM

182views Data Mining» more KDD 2010»

Extracting temporal signatures for comprehending systems biology models

15 years 10 months ago