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132
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SDM
2008
SIAM
123views Data Mining» more  SDM 2008»
15 years 5 months ago
Constrained Co-clustering of Gene Expression Data
In many applications, the expert interpretation of coclustering is easier than for mono-dimensional clustering. Co-clustering aims at computing a bi-partition that is a collection...
Ruggero G. Pensa, Jean-François Boulicaut
159
Voted
SODA
2012
ACM
223views Algorithms» more  SODA 2012»
13 years 6 months ago
Data reduction for weighted and outlier-resistant clustering
Statistical data frequently includes outliers; these can distort the results of estimation procedures and optimization problems. For this reason, loss functions which deemphasize ...
Dan Feldman, Leonard J. Schulman
133
Voted
ICDCS
2008
IEEE
15 years 10 months ago
Routing of XML and XPath Queries in Data Dissemination Networks
XML-based data dissemination networks are rapidly gaining momentum. In these networks XML content is routed from data producers to data consumers throughout an overlay network of ...
Guoli Li, Shuang Hou, Hans-Arno Jacobsen
130
Voted
CORR
2004
Springer
119views Education» more  CORR 2004»
15 years 3 months ago
The Largest Compatible Subset Problem for Phylogenetic Data
Abstract. The phylogenetic tree construction is to infer the evolutionary relationship between species from the experimental data. However, the experimental data are often imperfec...
Andy Auyeung, Ajith Abraham
140
Voted
SBBD
2004
89views Database» more  SBBD 2004»
15 years 5 months ago
DBM-Tree: A Dynamic Metric Access Method Sensitive to Local Density Data
Metric Access Methods (MAM) are employed to accelerate the processing of similarity queries, such as the range and the k-nearest neighbor queries. Current methods improve the quer...
Marcos R. Vieira, Caetano Traina Jr., Fabio Jun Ta...