KDD 2001 | Sciweavers

32

KDD
2001
ACM

163views Data Mining» more KDD 2001»

The "DGX" distribution for mining massive, skewed data

15 years 1 months ago

Skewed distributions appear very often in practice. Unfortunately, the traditional Zipf distribution often fails to model them well. In this paper, we propose a new probability di...

Zhiqiang Bi, Christos Faloutsos, Flip Korn

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39

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KDD
2001
ACM

113views Data Mining» more KDD 2001»

Mining massively incomplete data sets by conceptual reconstruction

15 years 1 months ago

Download www.cse.ohio-state.edu

Charu C. Aggarwal, Srinivasan Parthasarathy

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33

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KDD
2001
ACM

155views Data Mining» more KDD 2001»

Evaluating the novelty of text-mined rules using lexical knowledge

15 years 1 months ago

Download www.ideal.ece.utexas.edu

Sugato Basu, Raymond J. Mooney, Krupakar V. Pasupu...

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44

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KDD
2001
ACM

179views Data Mining» more KDD 2001»

Data mining case study: modeling the behavior of offenders who commit serious sexual assaults

15 years 1 months ago

Download elvis.slis.indiana.edu

Richard Adderley, Peter B. Musgrove

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46

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KDD
2001
ACM

187views Data Mining» more KDD 2001»

Random projection in dimensionality reduction: applications to image and text data

15 years 1 months ago

Download www.cis.hut.fi

Random projections have recently emerged as a powerful method for dimensionality reduction. Theoretical results indicate that the method preserves distances quite nicely; however,...

Ella Bingham, Heikki Mannila

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36

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KDD
2001
ACM

156views Data Mining» more KDD 2001»

Classification of genes using probabilistic models of microarray expression profiles

15 years 1 months ago

Download noble.gs.washington.edu

Paul Pavlidis, Christopher Tang, William Stafford ...

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37

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KDD
2001
ACM

169views Data Mining» more KDD 2001»

Hierarchical cluster analysis of SAGE data for cancer profiling

15 years 1 months ago

Download www.cs.ualberta.ca

In this paper we present a method for clustering SAGE (Serial Analysis of Gene Expression) data to detect similarities and dissimilarities between different types of cancer on the...

Jörg Sander, Monica C. Sleumer, Raymond T. Ng

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44

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KDD
2001
ACM

163views Data Mining» more KDD 2001»

Learning to recognize brain specific proteins based on low-level features from on-line prediction servers

15 years 1 months ago

Download www.ailab.si

During the last decade, the area of bioinformatics has produced an overwhelming amount of data, with the recently published draft of the human genome being the most prominent exam...

Henrik Boström, Joakim Cöster, Lars Aske...

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37

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KDD
2001
ACM

152views Data Mining» more KDD 2001»

A scalable algorithm for clustering protein sequences

15 years 1 months ago