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» Unsupervised Feature Selection Using Feature Similarity
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SAINT
2003
IEEE
15 years 7 months ago
Web-Based Feature Reduction System: A Case Study
Before Feature Reduction System (FRS) was developed, software engineers were required to use multiple independent web-based information-reporting systems when conducting multiple ...
Hoh Peter In, Thomas Foster, Jason Surprise, Sung-...
CICLING
2008
Springer
15 years 4 months ago
Semantic and Syntactic Features for Dutch Coreference Resolution
We investigate the effect of encoding additional semantic and syntactic information sources in a classification-based machine learning approach to the task of coreference resolutio...
Iris Hendrickx, Véronique Hoste, Walter Dae...
CLEF
2005
Springer
15 years 7 months ago
Content-Based Retrieval of Medical Images by Combining Global Features
A combination of several classifiers using global features for the content description of medical images is proposed. Beside well known texture histogram features, downscaled repr...
Mark Oliver Güld, Christian Thies, Benedikt F...
AUSAI
2006
Springer
15 years 4 months ago
An Efficient Alternative to SVM Based Recursive Feature Elimination with Applications in Natural Language Processing and Bioinfo
The SVM based Recursive Feature Elimination (RFE-SVM) algorithm is a popular technique for feature selection, used in natural language processing and bioinformatics. Recently it wa...
Justin Bedo, Conrad Sanderson, Adam Kowalczyk
130
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BMCBI
2004
117views more  BMCBI 2004»
15 years 2 months ago
Cancer characterization and feature set extraction by discriminative margin clustering
Background: A central challenge in the molecular diagnosis and treatment of cancer is to define a set of molecular features that, taken together, distinguish a given cancer, or ty...
Kamesh Munagala, Robert Tibshirani, Patrick O. Bro...