4084 search results - page 190 / 817 » The Method of Quantum Clustering |
166
click to vote
ACL
2009
15 years 4 months ago
2009
We present a simple and scalable algorithm for clustering tens of millions of phrases and use the resulting clusters as features in discriminative classifiers. To demonstrate the ...
165
click to vote
DEXAW
2007
IEEE
16 years 26 days ago
2007
IEEE
In this paper, we examine the application of manifold learning to the clustering problem. The method used is Locality Preserving Projections (LPP), which is chosen because of its ...
176
click to vote
DATESO
2004
15 years 8 months ago
2004
Approach based on clustering will be described in our paper. Basic version of our system was given in [5] allows us to expand query through special index. Hierarchical agglomerativ...
219
click to vote
DAGSTUHL
2009
15 years 7 months ago
2009
Abstract. Median clustering extends popular neural data analysis methods such as the self-organizing map or neural gas to general data structures given by a dissimilarity matrix on...
189
click to vote
KDD
2009
ACM
16 years 7 months ago
2009
ACM
In traditional text clustering methods, documents are represented as "bags of words" without considering the semantic information of each document. For instance, if two ...