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» Landscape of Clustering Algorithms
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KDD
2001
ACM
166views Data Mining» more  KDD 2001»
16 years 5 months ago
Generalized clustering, supervised learning, and data assignment
Clustering algorithms have become increasingly important in handling and analyzing data. Considerable work has been done in devising effective but increasingly specific clustering...
Annaka Kalton, Pat Langley, Kiri Wagstaff, Jungsoo...
130
Voted
WAOA
2007
Springer
104views Algorithms» more  WAOA 2007»
15 years 11 months ago
On the Online Unit Clustering Problem
We continue the study of the online unit clustering problem, introduced by Chan and Zarrabi-Zadeh
Leah Epstein, Rob van Stee
170
Voted
BMCBI
2006
119views more  BMCBI 2006»
15 years 5 months ago
LS-NMF: A modified non-negative matrix factorization algorithm utilizing uncertainty estimates
Background: Non-negative matrix factorisation (NMF), a machine learning algorithm, has been applied to the analysis of microarray data. A key feature of NMF is the ability to iden...
Guoli Wang, Andrew V. Kossenkov, Michael F. Ochs
STOC
2005
ACM
127views Algorithms» more  STOC 2005»
16 years 5 months ago
Aggregating inconsistent information: ranking and clustering
Nir Ailon, Moses Charikar, Alantha Newman
ISAAC
2009
Springer
84views Algorithms» more  ISAAC 2009»
15 years 11 months ago
Editing Graphs into Disjoint Unions of Dense Clusters
Jiong Guo, Iyad A. Kanj, Christian Komusiewicz, Jo...