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ICDM
2005
IEEE
138views Data Mining» more  ICDM 2005»
14 years 2 months ago
On Feature Selection through Clustering
We study an algorithm for feature selection that clusters attributes using a special metric and then makes use of the dendrogram of the resulting cluster hierarchy to choose the m...
Richard Butterworth, Gregory Piatetsky-Shapiro, Da...
ACL
2001
13 years 10 months ago
Practical Issues in Compiling Typed Unification Grammars for Speech Recognition
Current alternatives for language modeling are statistical techniques based on large amounts of training data, and hand-crafted context-free or finite-state grammars that are diff...
John Dowding, Beth Ann Hockey, Jean Mark Gawron, C...
ELPUB
1998
ACM
14 years 26 days ago
Addressing Publishing Issues with Hypermedia Distributed on the Web
The content and structure of an electronically published document can be authored and processed in ways that allow for flexibility in presentation on different environments for di...
Lloyd Rutledge, Lynda Hardman, Jacco van Ossenbrug...
SMC
2007
IEEE
110views Control Systems» more  SMC 2007»
14 years 2 months ago
A validity index based on cluster symmetry
— An important consideration in clustering is the determination of the correct number of clusters and the appropriate partitioning of a given data set. In this paper, a newly dev...
Sriparna Saha, Sanghamitra Bandyopadhyay
BMCBI
2010
151views more  BMCBI 2010»
13 years 8 months ago
Data reduction for spectral clustering to analyze high throughput flow cytometry data
Background: Recent biological discoveries have shown that clustering large datasets is essential for better understanding biology in many areas. Spectral clustering in particular ...
Habil Zare, Parisa Shooshtari, Arvind Gupta, Ryan ...