3721 search results - page 143 / 745 » Discriminative cluster analysis |
119
Voted
SODA
2010
ACM
16 years 28 days ago
2010
ACM
Correlation clustering is a type of clustering that uses a basic form of input data: For every pair of data items, the input specifies whether they are similar (belonging to the s...
161
Voted
BIOINFORMATICS
2007
15 years 3 months ago
2007
Motivation: Clustering technique is used to find groups of genes that show similar expression patterns under multiple experimental conditions. Nonetheless, the results obtained by...
113
Voted
KDD
2004
ACM
16 years 4 months ago
2004
ACM
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...
112
click to vote
EMNLP
2007
15 years 5 months ago
2007
It has been widely observed that different NLP applications require different sense granularities in order to best exploit word sense distinctions, and that for many applications ...
111
Voted
ICTIR
2009
Springer
15 years 10 months ago
2009
Springer
Abstract. We have found that the nearest neighbor (NN) test is an insufficient measure of the cluster hypothesis. The NN test is a local measure of the cluster hypothesis. Designer...