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» Combinations of Weak Classifiers
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CSB
2005
IEEE
156views Bioinformatics» more  CSB 2005»
14 years 3 months ago
A Robust Meta-classification Strategy for Cancer Diagnosis from Gene Expression Data
One of the major challenges in cancer diagnosis from microarray data is to develop robust classification models which are independent of the analysis techniques used and can combi...
Gabriela Alexe, Gyan Bhanot, Babu Venkataraghavan,...
ICMCS
2005
IEEE
103views Multimedia» more  ICMCS 2005»
14 years 3 months ago
Using spatial cues for meeting speech segmentation
This work investigates the validity and accuracy of using spatial cues with Time-Delay Estimation (TDE) as a method of segmenting multichannel recorded speech by speaker location....
Eva Cheng, Jason Lukasiak, Ian S. Burnett, David S...
AUSAI
2005
Springer
14 years 3 months ago
Resampling LDA/QR and PCA+LDA for Face Recognition
Abstract. Principal Component Analysis (PCA) plus Linear Discriminant Analysis (LDA) (PCA+LDA) and LDA/QR are both two-stage methods that deal with the small sample size (SSS) prob...
Jun Liu, Songcan Chen
JCDL
2004
ACM
102views Education» more  JCDL 2004»
14 years 3 months ago
Multi-modal classification in digital news libraries
This paper describes a comprehensive approach to construct robust multi-modal video classification on a specific digital source, broadcast news. Broadcast news has a very stable s...
Ming-yu Chen, Alexander G. Hauptmann
CIVR
2003
Springer
107views Image Analysis» more  CIVR 2003»
14 years 3 months ago
Fast Video Retrieval under Sparse Training Data
Feature selection for video retrieval applications is impractical with existing techniques, because of their high time complexity and their failure on the relatively sparse trainin...
Yan Liu, John R. Kender