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Decision tree learning

Prediction of Outcome in Acute Lower Gastrointestinal Bleeding Using Gradient Boosting

Lakshmana Ayaru, Petros-Pavlos Ypsilantis, Abigail Nanapragasam, Ryan Chang-Ho Choi, Anish Thillanathan, Lee Min-Ho, Giovanni Montana

published 14 Jul 2015

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Measuring Compounds in Exhaled Air to Detect Alzheimer's Disease and Parkinson’s Disease

Jan-Philipp Bach, Maike Gold, David Mengel, Akira Hattesohl, Dirk Lubbe, Severin Schmid, Björn Tackenberg, Jürgen Rieke, Sasidhar Maddula, Jörg Ingo Baumbach, Christoph Nell, Tobias Boeselt, Joan Michelis, Judith Alferink, Michael Heneka, Wolfgang Oertel, Frank Jessen, Sabina Janciauskiene, Claus Vogelmeier, Richard Dodel, Andreas Rembert Koczulla

published 13 Jul 2015

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QuantiFly: Robust Trainable Software for Automated Drosophila Egg Counting

Dominic Waithe, Peter Rennert, Gabriel Brostow, Matthew D. W. Piper

published 18 May 2015

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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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