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» Watershed-Based Unsupervised Clustering
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174
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WSDM
2012
ACM
207views Data Mining» more  WSDM 2012»
13 years 11 months ago
Sequence clustering and labeling for unsupervised query intent discovery
One popular form of semantic search observed in several modern search engines is to recognize query patterns that trigger instant answers or domain-specific search, producing sem...
Jackie Chi Kit Cheung, Xiao Li
124
Voted
INTERSPEECH
2010
14 years 10 months ago
Unsupervised discovery and training of maximally dissimilar cluster models
One of the difficult problems of acoustic modeling for Automatic Speech Recognition (ASR) is how to adequately model the wide variety of acoustic conditions which may be present i...
Françoise Beaufays, Vincent Vanhoucke, Bria...
119
Voted
COLING
2010
14 years 10 months ago
Semi-supervised Semantic Pattern Discovery with Guidance from Unsupervised Pattern Clusters
We present a simple algorithm for clustering semantic patterns based on distributional similarity and use cluster memberships to guide semi-supervised pattern discovery. We apply ...
Ang Sun, Ralph Grishman
115
Voted
ISCI
2011
14 years 10 months ago
Fuzzy clustering algorithms for unsupervised change detection in remote sensing images
Ashish Ghosh, Niladri Shekhar Mishra, Susmita Ghos...
59
Voted
JNIT
2010
201views more  JNIT 2010»
14 years 10 months ago
Unsupervised Color-Texture Image Segmentation Based on A New Clustering Method
Wei Cao, Yixin Yan, Shengming Li