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» Using task analysis in documentation field research
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113
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CSB
2004
IEEE
106views Bioinformatics» more  CSB 2004»
15 years 7 months ago
A Theoretical Analysis of Gene Selection
A great deal of recent research has focused on the challenging task of selecting differentially expressed genes from microarray data (`gene selection'). Numerous gene selecti...
Sach Mukherjee, Stephen J. Roberts
157
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SDM
2007
SIAM
137views Data Mining» more  SDM 2007»
15 years 5 months ago
Semi-supervised Feature Selection via Spectral Analysis
Feature selection is an important task in effective data mining. A new challenge to feature selection is the so-called “small labeled-sample problem” in which labeled data is...
Zheng Zhao, Huan Liu
128
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COLING
2010
14 years 10 months ago
EMMA: A novel Evaluation Metric for Morphological Analysis
We present a novel Evaluation Metric for Morphological Analysis (EMMA) that is both linguistically appealing and empirically sound. EMMA uses a graphbased assignment algorithm, op...
Sebastian Spiegler, Christian Monson
101
Voted
HICSS
2005
IEEE
146views Biometrics» more  HICSS 2005»
15 years 9 months ago
Evaluation of Voice Stress Analysis Technology
The Air Force Research Laboratory (AFRL) has been tasked by the National Institute of Justice to investigate voice stress analysis (VSA) technology and evaluate its effectiveness ...
Clifford S. Hopkins, Roy J. Ratley, Daniel S. Beni...
160
Voted
APBC
2004
164views Bioinformatics» more  APBC 2004»
15 years 5 months ago
Cluster Ensemble and Its Applications in Gene Expression Analysis
Huge amount of gene expression data have been generated as a result of the human genomic project. Clustering has been used extensively in mining these gene expression data to find...
Xiaohua Hu, Illhoi Yoo