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» Feature Selection for Complex Patterns

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JMM2
2008

124views more JMM2 2008»

Integrated Feature Selection and Clustering for Taxonomic Problems within Fish Species Complexes

13 years 11 months ago

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As computer and database technologies advance rapidly, biologists all over the world can share biologically meaningful data from images of specimens and use the data to classify th...

Huimin Chen, Henry L. Bart Jr., Shuqing Huang

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ICISP
2010
Springer

241views Image Processing» more ICISP 2010»

Classification of High-Resolution NMR Spectra Based on Complex Wavelet Domain Feature Selection and Kernel-Induced Random Forest

14 years 3 months ago

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High-resolution nuclear magnetic resonance (NMR) spectra contain important biomarkers that have potentials for early diagnosis of disease and subsequent monitoring of its progressi...

Guangzhe Fan, Zhou Wang, Seoung Bum Kim, Chivalai ...

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ECCV
2010
Springer

212views Computer Vision» more ECCV 2010»

Clustering Complex Data with Group-Dependent Feature Selection

14 years 1 months ago

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Abstract. We describe a clustering approach with the emphasis on detecting coherent structures in a complex dataset, and illustrate its eﬀectiveness with computer vision applicat...

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CAEPIA
2009
Springer

121views Artificial Intelligence» more CAEPIA 2009»

On the Suitability of Combining Feature Selection and Resampling to Manage Data Complexity

14 years 2 hour ago