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DAWAK
2007
Springer
14 years 2 months ago
MOSAIC: A Proximity Graph Approach for Agglomerative Clustering
Representative-based clustering algorithms are quite popular due to their relative high speed and because of their sound theoretical foundation. On the other hand, the clusters the...
Jiyeon Choo, Rachsuda Jiamthapthaksin, Chun-Sheng ...
ICML
2006
IEEE
14 years 8 months ago
Spectral clustering for multi-type relational data
Clustering on multi-type relational data has attracted more and more attention in recent years due to its high impact on various important applications, such as Web mining, e-comm...
Bo Long, Zhongfei (Mark) Zhang, Xiaoyun Wu, Philip...
CIAC
2003
Springer
94views Algorithms» more  CIAC 2003»
14 years 1 months ago
Graph-Modeled Data Clustering: Fixed-Parameter Algorithms for Clique Generation
Jens Gramm, Jiong Guo, Falk Hüffner, Rolf Nie...
BMCBI
2005
80views more  BMCBI 2005»
13 years 7 months ago
Sample phenotype clusters in high-density oligonucleotide microarray data sets are revealed using Isomap, a nonlinear algorithm
Background: Life processes are determined by the organism's genetic profile and multiple environmental variables. However the interaction between these factors is inherently ...
Kevin Dawson, Raymond L. Rodriguez, Wasyl Malyj
AAI
2011
275views Algorithms» more  AAI 2011»
13 years 3 months ago
K-attractors: a Partitional Clustering Algorithm for Numeric Data Analysis
Yiannis Kanellopoulos, Panagiotis Antonellis, Chri...