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Decision tree learning

Large Unbalanced Credit Scoring Using Lasso-Logistic Regression Ensemble

Hong Wang, Qingsong Xu, Lifeng Zhou

published 23 Feb 2015

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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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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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Question Popularity Analysis and Prediction in Community Question Answering Services

Ting Liu, Wei-Nan Zhang, Liujuan Cao, Yu Zhang

published 16 May 2014

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A Computerized Prediction Model of Hazardous Inflammatory Platelet Transfusion Outcomes

Kim Anh Nguyen, Hind Hamzeh-Cognasse, Marc Sebban, Elisa Fromont, Patricia Chavarin, Lena Absi, Bruno Pozzetto, Fabrice Cognasse, Olivier Garraud

published 15 May 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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Deep Belief Networks Learn Context Dependent Behavior

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

published 26 Mar 2014

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Partitioning the Human Transcriptome Using HKera, a Novel Classifier of Housekeeping and Tissue-Specific Genes

Austin W. T. Chiang, Grace T. W. Shaw, Ming-Jing Hwang

published 20 Dec 2013

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Decision-Tree Based Model Analysis for Efficient Identification of Parameter Relations Leading to Different Signaling States

Yvonne Koch, Thomas Wolf, Peter K. Sorger, Roland Eils, Benedikt Brors

published 18 Dec 2013

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Using Information Interaction to Discover Epistatic Effects in Complex Diseases

Orlando Anunciação, Susana Vinga, Arlindo L. Oliveira

published 23 Oct 2013

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Note Onset Deviations as Musical Piece Signatures

Joan Serrà, Tan Hakan Özaslan, Josep Lluis Arcos

published 31 Jul 2013

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Exploratory Analysis of Methods for Automated Classification of Laboratory Test Orders into Syndromic Groups in Veterinary Medicine

Fernanda C. Dórea, C. Anne Muckle, David Kelton, JT. McClure, Beverly J. McEwen, W. Bruce McNab, Javier Sanchez, Crawford W. Revie

published 07 Mar 2013

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The Use of Machine Learning Methodologies to Analyse Antibiotic and Biocide Susceptibility in Staphylococcus aureus

Joana Rosado Coelho, João André Carriço, Daniel Knight, Jose-Luis Martínez, Ian Morrissey, Marco Rinaldo Oggioni, Ana Teresa Freitas

published 19 Feb 2013

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