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Decision trees

A Comparison of Supervised Classification Methods for the Prediction of Substrate Type Using Multibeam Acoustic and Legacy Grain-Size Data

David Stephens, Markus Diesing

published 03 Apr 2014

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Using Data-Driven Rules to Predict Mortality in Severe Community Acquired Pneumonia

Chuang Wu, Roni Rosenfeld, Gilles Clermont

published 03 Apr 2014

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Exploiting SNP Correlations within Random Forest for Genome-Wide Association Studies

Vincent Botta, Gilles Louppe, Pierre Geurts, Louis Wehenkel

published 02 Apr 2014

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Overweight in Adolescence Can Be Predicted at Age 6 Years: A CART Analysis in German Cohorts

Christina Riedel, Rüdiger von Kries, Anette E. Buyken, Katharina Diethelm, Thomas Keil, Linus Grabenhenrich, Manfred J. Müller, Sandra Plachta-Danielzik

published 27 Mar 2014

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Deep Belief Networks Learn Context Dependent Behavior

Florian Raudies, Eric A. Zilli, Michael E. Hasselmo

published 26 Mar 2014

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Demographic and Clinical Predictors of Mortality from Highly Pathogenic Avian Influenza A (H5N1) Virus Infection: CART Analysis of International Cases

Rita B. Patel, Maya B. Mathur, Michael Gould, Timothy M. Uyeki, Jay Bhattacharya, Yang Xiao, Nayer Khazeni

published 25 Mar 2014

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Effects Of Lake Warming On Behavioural Thermoregulatory Tactics In A Cold-Water Stenothermic Fish

Katerine Goyer, Andrea Bertolo, Marc Pépino, Pierre Magnan

published 24 Mar 2014

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A Prostate Cancer Model Build by a Novel SVM-ID3 Hybrid Feature Selection Method Using Both Genotyping and Phenotype Data from dbGaP

Sait Can Yücebaş, Yeşim Aydın Son

published 20 Mar 2014

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The Temporal Version of the Pediatric Sepsis Biomarker Risk Model

Hector R. Wong, Scott L. Weiss, John S. Giuliano Jr., Mark S. Wainwright, Natalie Z. Cvijanovich, Neal J. Thomas, Geoffrey L. Allen, Nick Anas, Michael T. Bigham, Mark Hall, Robert J. Freishtat, Anita Sen, Keith Meyer, Paul A. Checchia, Thomas P. Shanley, Jeffrey Nowak, Michael Quasney, Arun Chopra, Julie C. Fitzgerald, Rainer Gedeit, Sharon Banschbach, Eileen Beckman, Kelli Harmon, Patrick Lahni, Christopher J. Lindsell

published 13 Mar 2014

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The Effect of Additional Training on Motor Outcomes at Discharge from Recovery Phase Rehabilitation Wards: A Survey from Multi-Center Stroke Data Bank in Japan

Nariaki Shiraishi, Yusuke Suzuki, Daisuke Matsumoto, Seungwon Jeong, Motoya Sugiyama, Katsunori Kondo, Masafumi Kuzuya

published 13 Mar 2014

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Game-Theoretic Methods for Functional Response and Optimal Foraging Behavior

Ross Cressman, Vlastimil Křivan, Joel S. Brown, József Garay

published 28 Feb 2014

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Accurate and Robust Prediction of Genetic Relationship from Whole-Genome Sequences

Hong Li, Gustavo Glusman, Chad Huff, Juan Caballero, Jared C. Roach

published 28 Feb 2014

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The Social Nestwork: Tree Structure Determines Nest Placement in Kenyan Weaverbird Colonies

Maria Angela Echeverry-Galvis, Jennifer K. Peterson, Rajmonda Sulo-Caceres

published 13 Feb 2014

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