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Support vector machines

Effect of Size and Heterogeneity of Samples on Biomarker Discovery: Synthetic and Real Data Assessment

Barbara Di Camillo, Tiziana Sanavia, Matteo Martini, Giuseppe Jurman, Francesco Sambo, Annalisa Barla, Margherita Squillario, Cesare Furlanello, Gianna Toffolo, Claudio Cobelli

published 05 Mar 2012

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Using Support Vector Machines with Multiple Indices of Diffusion for Automated Classification of Mild Cognitive Impairment

Laurence O'Dwyer, Franck Lamberton, Arun L. W. Bokde, Michael Ewers, Yetunde O. Faluyi, Colby Tanner, Bernard Mazoyer, Desmond O'Neill, Máiréad Bartley, D. Rónán Collins, Tara Coughlan, David Prvulovic, Harald Hampel

published 23 Feb 2012

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iNR-PhysChem: A Sequence-Based Predictor for Identifying Nuclear Receptors and Their Subfamilies via Physical-Chemical Property Matrix

Xuan Xiao, Pu Wang, Kuo-Chen Chou

published 21 Feb 2012

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Genome-Wide Maps of Circulating miRNA Biomarkers for Ulcerative Colitis

Radha Duttagupta, Sharon DiRienzo, Rong Jiang, Jessica Bowers, Jeremy Gollub, Jessica Kao, Keith Kearney, David Rudolph, Noor B. Dawany, Michael K. Showe, Tom Stamato, Robert C. Getts, Keith W. Jones

published 16 Feb 2012

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Segmentation of Multi-Isotope Imaging Mass Spectrometry Data for Semi-Automatic Detection of Regions of Interest

Philipp Gormanns, Stefan Reckow, J. Collin Poczatek, Christoph W. Turck, Claude Lechene

published 09 Feb 2012

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Identification of Amino Acid Propensities That Are Strong Determinants of Linear B-cell Epitope Using Neural Networks

Chun-Hung Su, Nikhil R. Pal, Ken-Li Lin, I-Fang Chung

published 08 Feb 2012

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TANGLE: Two-Level Support Vector Regression Approach for Protein Backbone Torsion Angle Prediction from Primary Sequences

Jiangning Song, Hao Tan, Mingjun Wang, Geoffrey I. Webb, Tatsuya Akutsu

published 02 Feb 2012

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An Ensemble Classifier for Eukaryotic Protein Subcellular Location Prediction Using Gene Ontology Categories and Amino Acid Hydrophobicity

Liqi Li, Yuan Zhang, Lingyun Zou, Changqing Li, Bo Yu, Xiaoqi Zheng, Yue Zhou

published 30 Jan 2012

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Ecological Footprint Model Using the Support Vector Machine Technique

Haibo Ma, Wenjuan Chang, Guangbai Cui

published 23 Jan 2012

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Classification of Camellia (Theaceae) Species Using Leaf Architecture Variations and Pattern Recognition Techniques

Hongfei Lu, Wu Jiang, M. Ghiassi, Sean Lee, Mantri Nitin

published 03 Jan 2012

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Understanding and Classifying Metabolite Space and Metabolite-Likeness

Julio E. Peironcely, Theo Reijmers, Leon Coulier, Andreas Bender, Thomas Hankemeier

published 14 Dec 2011

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Identifying HER2 Inhibitors from Natural Products Database

Shun-Chieh Yang, Su-Sen Chang, Calvin Yu-Chian Chen

published 12 Dec 2011

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Automatic Tumor-Stroma Separation in Fluorescence TMAs Enables the Quantitative High-Throughput Analysis of Multiple Cancer Biomarkers

Bernd Lahrmann, Niels Halama, Hans-Peter Sinn, Peter Schirmacher, Dirk Jaeger, Niels Grabe

published 02 Dec 2011

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