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145

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HIS
2008

146views Information Technology» more HIS 2008»

Diagnosing Patients Combining Principal Components Analysis and Case Based Reasoning

15 years 6 months ago

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This paper addresses the application of a PCA analysis on categorical data prior to diagnose a patients data set using a Case-Based Reasoning (CBR) system. The particularity is th...

Carles Pous, Dani Caballero, Beatriz López

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130

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CIT
2004
Springer

127views Information Technology» more CIT 2004»

BioPubMiner: Machine Learning Component-Based Biomedical Information Analysis Platform

15 years 8 months ago

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Abstract. In this paper we introduce BioPubMiner, a machine learning component-based platform for biomedical information analysis. BioPubMiner employs natural language processing t...

Jae-Hong Eom, Byoung-Tak Zhang

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138

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CVPR
2003
IEEE

234views Computer Vision» more CVPR 2003»

Generalized Principal Component Analysis (GPCA)

16 years 6 months ago

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This paper presents an algebro-geometric solution to the problem of segmenting an unknown number of subspaces of unknown and varying dimensions from sample data points. We represen...

René Vidal, Shankar Sastry, Yi Ma

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125

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ICIP
2001
IEEE

172views Image Processing» more ICIP 2001»

Active contour segmentation guided by AM-FM dominant component analysis

16 years 6 months ago

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Nilanjan Ray, Joebob P. Havlicek, Scott T. Acton, ...

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