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» Cascade Evaluation of Clustering Algorithms
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119
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SGAI
2009
Springer
15 years 10 months ago
Evaluating Clustering Algorithms for Genetic Regulatory Network Structural Inference
Christopher Fogelberg, Vasile Palade
198
Voted
ALGORITHMICA
2011
15 years 11 days ago
Exact Algorithms for Cluster Editing: Evaluation and Experiments
Sebastian Böcker, Sebastian Briesemeister, Gu...
FLAIRS
2007
15 years 7 months ago
Improving Cluster Method Quality by Validity Indices
Clustering attempts to discover significant groups present in a data set. It is an unsupervised process. It is difficult to define when a clustering result is acceptable. Thus,...
Narjes Hachani, Habib Ounelli
129
Voted
KDD
2004
ACM
103views Data Mining» more  KDD 2004»
16 years 5 months ago
An objective evaluation criterion for clustering
We propose and test an objective criterion for evaluation of clustering performance: How well does a clustering algorithm run on unlabeled data aid a classification algorithm? The...
Arindam Banerjee, John Langford