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Machine learning algorithms

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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Prediction of Multi-Type Membrane Proteins in Human by an Integrated Approach

Guohua Huang, Yuchao Zhang, Lei Chen, Ning Zhang, Tao Huang, Yu-Dong Cai

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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NIMEFI: Gene Regulatory Network Inference using Multiple Ensemble Feature Importance Algorithms

Joeri Ruyssinck, Vân Anh Huynh-Thu, Pierre Geurts, Tom Dhaene, Piet Demeester, Yvan Saeys

published 25 Mar 2014

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Pre-Impact Fall Detection: Optimal Sensor Positioning Based on a Machine Learning Paradigm

Dario Martelli, Fiorenzo Artoni, Vito Monaco, Angelo Maria Sabatini, Silvestro Micera

published 21 Mar 2014

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A Formal Algorithm for Verifying the Validity of Clustering Results Based on Model Checking

Shaobin Huang, Yuan Cheng, Dapeng Lang, Ronghua Chi, Guofeng Liu

published 07 Mar 2014

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An Active Learning Approach for Rapid Characterization of Endothelial Cells in Human Tumors

Raghav K. Padmanabhan, Vinay H. Somasundar, Sandra D. Griffith, Jianliang Zhu, Drew Samoyedny, Kay See Tan, Jiahao Hu, Xuejun Liao, Lawrence Carin, Sam S. Yoon, Keith T. Flaherty, Robert S. DiPaola, Daniel F. Heitjan, Priti Lal, Michael D. Feldman, Badrinath Roysam, William M. F. Lee

published 06 Mar 2014

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Knowledge Extraction and Semantic Annotation of Text from the Encyclopedia of Life

Anne E. Thessen, Cynthia Sims Parr

published 03 Mar 2014

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A Semi-Automated Pipeline for the Segmentation of Rhesus Macaque Hippocampus: Validation across a Wide Age Range

Michael R. Hunsaker, David G. Amaral

published 24 Feb 2014

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Love Thy Neighbour: Automatic Animal Behavioural Classification of Acceleration Data Using the K-Nearest Neighbour Algorithm

Owen R. Bidder, Hamish A. Campbell, Agustina Gómez-Laich, Patricia Urgé, James Walker, Yuzhi Cai, Lianli Gao, Flavio Quintana, Rory P. Wilson

published 21 Feb 2014

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Discriminative Motif Discovery via Simulated Evolution and Random Under-Sampling

Tao Song, Hong Gu

published 13 Feb 2014

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Machine Learning for Outcome Prediction of Acute Ischemic Stroke Post Intra-Arterial Therapy

Hamed Asadi, Richard Dowling, Bernard Yan, Peter Mitchell

published 10 Feb 2014

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A Novel Approach to Predict Sudden Cardiac Death (SCD) Using Nonlinear and Time-Frequency Analyses from HRV Signals

Elias Ebrahimzadeh, Mohammad Pooyan, Ahmad Bijar

published 04 Feb 2014

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