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Machine learning algorithms

Machine Learning Techniques Accurately Classify Microbial Communities by Bacterial Vaginosis Characteristics

Daniel Beck, James A. Foster

published 03 Feb 2014

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Automated Design of Complex Dynamic Systems

Michiel Hermans, Benjamin Schrauwen, Peter Bienstman, Joni Dambre

published 31 Jan 2014

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Selection of Genetic and Phenotypic Features Associated with Inflammatory Status of Patients on Dialysis Using Relaxed Linear Separability Method

Leon Bobrowski, Tomasz Łukaszuk, Bengt Lindholm, Peter Stenvinkel, Olof Heimburger, Jonas Axelsson, Peter Bárány, Juan Jesus Carrero, Abdul Rashid Qureshi, Karin Luttropp, Malgorzata Debowska, Louise Nordfors, Martin Schalling, Jacek Waniewski

published 28 Jan 2014

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A Method for the Evaluation of Image Quality According to the Recognition Effectiveness of Objects in the Optical Remote Sensing Image Using Machine Learning Algorithm

Tao Yuan, Xinqi Zheng, Xuan Hu, Wei Zhou, Wei Wang

published 28 Jan 2014

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A Tale of Two “Forests”: Random Forest Machine Learning Aids Tropical Forest Carbon Mapping

Joseph Mascaro, Gregory P. Asner, David E. Knapp, Ty Kennedy-Bowdoin, Roberta E. Martin, Christopher Anderson, Mark Higgins, K. Dana Chadwick

published 28 Jan 2014

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A Comparison of the Predictive Power of Anthropometric Indices for Hypertension and Hypotension Risk

Bum Ju Lee, Jong Yeol Kim

published 23 Jan 2014

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Boosting the Concordance Index for Survival Data – A Unified Framework To Derive and Evaluate Biomarker Combinations

Andreas Mayr, Matthias Schmid

published 06 Jan 2014

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Detecting Paroxysmal Coughing from Pertussis Cases Using Voice Recognition Technology

Danny Parker, Joseph Picone, Amir Harati, Shuang Lu, Marion H. Jenkyns, Philip M. Polgreen

published 31 Dec 2013

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Uncovering and Testing the Fuzzy Clusters Based on Lumped Markov Chain in Complex Network

Fan Jing, Xie Jianbin, Wang Jinlong, Qu Jinshuai

published 31 Dec 2013

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Protein Complex Identification by Integrating Protein-Protein Interaction Evidence from Multiple Sources

Bo Xu, Hongfei Lin, Yang Chen, Zhihao Yang, Hongfang Liu

published 27 Dec 2013

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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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Low-Rank Regularization for Learning Gene Expression Programs

Guibo Ye, Mengfan Tang, Jian-Feng Cai, Qing Nie, Xiaohui Xie

published 17 Dec 2013

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On the Encoding of Proteins for Disordered Regions Prediction

Julien Becker, Francis Maes, Louis Wehenkel

published 16 Dec 2013

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