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Machine learning algorithms

Comprehensive Human Transcription Factor Binding Site Map for Combinatory Binding Motifs Discovery

Arnoldo J. Müller-Molina, Hans R. Schöler, Marcos J. Araúzo-Bravo

published 28 Nov 2012

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Multi-Year Lags between Forest Browning and Soil Respiration at High Northern Latitudes

Ben Bond-Lamberty, Andrew G. Bunn, Allison M. Thomson

published 26 Nov 2012

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eThread: A Highly Optimized Machine Learning-Based Approach to Meta-Threading and the Modeling of Protein Tertiary Structures

Michal Brylinski, Daswanth Lingam

published 21 Nov 2012

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Rapid Diagnostic Algorithms as a Screening Tool for Tuberculosis: An Assessor Blinded Cross-Sectional Study

Franz Ratzinger, Harald Bruckschwaiger, Martin Wischenbart, Bernhard Parschalk, Delmiro Fernandez-Reyes, Heimo Lagler, Alexandra Indra, Wolfgang Graninger, Stefan Winkler, Sanjeev Krishna, Michael Ramharter

published 21 Nov 2012

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A Machine Learning Approach for Identifying Amino Acid Signatures in the HIV Env Gene Predictive of Dementia

Alexander G. Holman, Dana Gabuzda

published 14 Nov 2012

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Automatic Classification of Early Parkinson's Disease with Multi-Modal MR Imaging

Dan Long, Jinwei Wang, Min Xuan, Quanquan Gu, Xiaojun Xu, Dexing Kong, Minming Zhang

published 09 Nov 2012

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PROTS-RF: A Robust Model for Predicting Mutation-Induced Protein Stability Changes

Yunqi Li, Jianwen Fang

published 15 Oct 2012

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Validation of an Automated Cough Detection Algorithm for Tracking Recovery of Pulmonary Tuberculosis Patients

Sandra Larson, Germán Comina, Robert H. Gilman, Brian H. Tracey, Marjory Bravard, José W. López

published 10 Oct 2012

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Use of Artificial Intelligence to Shorten the Behavioral Diagnosis of Autism

Dennis P. Wall, Rebecca Dally, Rhiannon Luyster, Jae-Yoon Jung, Todd F. DeLuca

published 27 Aug 2012

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Insights from Classifying Visual Concepts with Multiple Kernel Learning

Alexander Binder, Shinichi Nakajima, Marius Kloft, Christina Müller, Wojciech Samek, Ulf Brefeld, Klaus-Robert Müller, Motoaki Kawanabe

published 24 Aug 2012

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A Probabilistic Model for Cell Population Phenotyping Using HCS Data

Edouard Pauwels, Didier Surdez, Gautier Stoll, Aurianne Lescure, Elaine Del Nery, Olivier Delattre, Véronique Stoven

published 23 Aug 2012

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Changes in Community Structure of Resting State Functional Connectivity in Unipolar Depression

Anton Lord, Dorothea Horn, Michael Breakspear, Martin Walter

published 20 Aug 2012

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Integrating Local and Global Error Statistics for Multi-Scale RBF Network Training: An Assessment on Remote Sensing Data

Giorgos Mountrakis, Wei Zhuang

published 02 Aug 2012

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