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» An Experimental Study on Feature Subset Selection Methods
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130
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BMCBI
2008
165views more  BMCBI 2008»
15 years 3 months ago
Peak intensity prediction in MALDI-TOF mass spectrometry: A machine learning study to support quantitative proteomics
Background: Mass spectrometry is a key technique in proteomics and can be used to analyze complex samples quickly. One key problem with the mass spectrometric analysis of peptides...
Wiebke Timm, Alexandra Scherbart, Sebastian Bö...
99
Voted
ICC
2009
IEEE
122views Communications» more  ICC 2009»
15 years 10 months ago
Subset Selection in Type-II Hybrid ARQ/FEC for Video Multicast
—This paper proposes an error control scheme that minimizes the total distortion experienced by the receivers using a version of Type-II hybrid ARQ/FEC. Based on the feedback inf...
S. Mohsen Amiri, Ivan V. Bajic
153
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EPIA
2009
Springer
15 years 7 months ago
Semantic Image Search and Subset Selection for Classifier Training in Object Recognition
Abstract. Robots need to ground their external vocabulary and internal symbols in observations of the world. In recent works, this problem has been approached through combinations ...
Rui Pereira, Luís Seabra Lopes, Augusto Sil...
141
Voted
SDM
2008
SIAM
136views Data Mining» more  SDM 2008»
15 years 5 months ago
Exploration and Reduction of the Feature Space by Hierarchical Clustering
In this paper we propose and test the use of hierarchical clustering for feature selection. The clustering method is Ward's with a distance measure based on GoodmanKruskal ta...
Dino Ienco, Rosa Meo
141
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ICML
2001
IEEE
16 years 4 months ago
Feature selection for high-dimensional genomic microarray data
We report on the successful application of feature selection methods to a classification problem in molecular biology involving only 72 data points in a 7130 dimensional space. Ou...
Eric P. Xing, Michael I. Jordan, Richard M. Karp