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Decision trees

Large Unbalanced Credit Scoring Using Lasso-Logistic Regression Ensemble

Hong Wang, Qingsong Xu, Lifeng Zhou

published 23 Feb 2015

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Census Parcels Cropping System Classification from Multitemporal Remote Imagery: A Proposed Universal Methodology

Luis García-Torres, Juan J. Caballero-Novella, David Gómez-Candón, José Manuel Peña

published 17 Feb 2015

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Data Mining in the U.S. National Toxicology Program (NTP) Database Reveals a Potential Bias Regarding Liver Tumors in Rodents Irrespective of the Test Agent

Matthias Ring, Bjoern M. Eskofier

published 06 Feb 2015

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Data-Driven Asthma Endotypes Defined from Blood Biomarker and Gene Expression Data

Barbara Jane George, David M. Reif, Jane E. Gallagher, ClarLynda R. Williams-DeVane, Brooke L. Heidenfelder, Edward E. Hudgens, Wendell Jones, Lucas Neas, Elaine A. Cohen Hubal, Stephen W. Edwards

published 02 Feb 2015

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Machine Learning for Biomedical Literature Triage

Hayda Almeida, Marie-Jean Meurs, Leila Kosseim, Greg Butler, Adrian Tsang

published 31 Dec 2014

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Maximal Standard Dose of Parenteral Iron for Hemodialysis Patients: An MRI-Based Decision Tree Learning Analysis

Guy Rostoker, Mireille Griuncelli, Christelle Loridon, Théophile Magna, Philippe Janklewicz, Gilles Drahi, Hervé Dahan, Yves Cohen

published 15 Dec 2014

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Exhaled Breath Analysis for Lung Cancer Detection Using Ion Mobility Spectrometry

Hiroshi Handa, Ayano Usuba, Sasidhar Maddula, Jörg Ingo Baumbach, Masamichi Mineshita, Teruomi Miyazawa

published 09 Dec 2014

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Decision Tree Analysis of Traditional Risk Factors of Carotid Atherosclerosis and a Cutpoint-Based Prevention Strategy

Guangming Qin, Laisheng Luo, Lihong Lv, Yufei Xiao, Jiangfeng Tu, Lisha Tao, Jiaqi Wu, Xiaoxiao Tang, Wensheng Pan

published 14 Nov 2014

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The Application of Predictive Modelling for Determining Bio-Environmental Factors Affecting the Distribution of Blackflies (Diptera: Simuliidae) in the Gilgel Gibe Watershed in Southwest Ethiopia

Argaw Ambelu, Seblework Mekonen, Magaly Koch, Taffere Addis, Pieter Boets, Gert Everaert, Peter Goethals

published 05 Nov 2014

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Prioritizing Zoonoses: A Proposed One Health Tool for Collaborative Decision-Making

Cassidy Logan Rist, Carmen Sofia Arriola, Carol Rubin

published 10 Oct 2014

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Feature Selection for Speech Emotion Recognition in Spanish and Basque: On the Use of Machine Learning to Improve Human-Computer Interaction

Andoni Arruti, Idoia Cearreta, Aitor Álvarez, Elena Lazkano, Basilio Sierra

published 03 Oct 2014

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Predicting Cannabis Abuse Screening Test (CAST) Scores: A Recursive Partitioning Analysis Using Survey Data from Czech Republic, Italy, the Netherlands and Sweden

Matthijs Blankers, Tom Frijns, Vendula Belackova, Carla Rossi, Bengt Svensson, Franz Trautmann, Margriet van Laar

published 29 Sep 2014

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A Robust and Accurate Method for Feature Selection and Prioritization from Multi-Class OMICs Data

Vittorio Fortino, Pia Kinaret, Nanna Fyhrquist, Harri Alenius, Dario Greco

published 23 Sep 2014

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