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» Landscape of Clustering Algorithms
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DGO
2006
148views Education» more  DGO 2006»
15 years 6 months ago
Automatically labeling hierarchical clusters
Government agencies must often quickly organize and analyze large amounts of textual information, for example comments received as part of notice and comment rulemaking. Hierarchi...
Pucktada Treeratpituk, Jamie Callan
FLAIRS
2001
15 years 6 months ago
Tracking Clusters in Evolving Data Sets
As organizations accumulate data over time, the problem of tracking how patterns evolve becomes important. In this paper, we present an algorithm to track the evolution of cluster...
Daniel Barbará, Ping Chen
177
Voted
MLDM
2010
Springer
14 years 11 months ago
Fast Algorithms for Constant Approximation k-Means Clustering
In this paper we study the k-means clustering problem. It is well-known that the general version of this problem is NP-hard. Numerous approximation algorithms have been proposed fo...
Mingjun Song, Sanguthevar Rajasekaran
TSMC
2008
114views more  TSMC 2008»
15 years 4 months ago
Alpha-Cut Implemented Fuzzy Clustering Algorithms and Switching Regressions
In the fuzzy c-means (FCM) clustering algorithm,
Miin-Shen Yang, Kuo-Lung Wu, June-Nan Hsieh, Jian ...
184
Voted
BIOCOMP
2010
15 years 2 months ago
Extraction of Protein Sequence Motifs Information by Bi-Clustering Algorithm
- The activities and function of proteins can potentially be determined by protein sequence motifs. Therefore, obtaining the universally conserved and crossed protein family bounda...
Vincent Yip, Bernard Chen, Sinan Kockara