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Machine learning algorithms

Improving Protein Expression Prediction Using Extra Features and Ensemble Averaging

Armando Fernandes, Susana Vinga

published 02 Mar 2016

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Objective Assessment of Nuclear and Cortical Cataracts through Scheimpflug Images: Agreement with the LOCS III Scale

Alberto Domínguez-Vicent, Ulrika Birkeldh, Laurell Carl-Gustaf, Maria Nilson, Rune Brautaset

published 18 Feb 2016

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Visual Recognition Software for Binary Classification and Its Application to Spruce Pollen Identification

David K. Tcheng, Ashwin K. Nayak, Charless C. Fowlkes, Surangi W. Punyasena

published 11 Feb 2016

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Fusing Data Mining, Machine Learning and Traditional Statistics to Detect Biomarkers Associated with Depression

Joanna F. Dipnall, Julie A. Pasco, Michael Berk, Lana J. Williams, Seetal Dodd, Felice N. Jacka, Denny Meyer

published 05 Feb 2016

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Women Are Seen More than Heard in Online Newspapers

Sen Jia, Thomas Lansdall-Welfare, Saatviga Sudhahar, Cynthia Carter, Nello Cristianini

published 03 Feb 2016

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Prior Design for Dependent Dirichlet Processes: An Application to Marathon Modeling

Melanie F. Pradier, Francisco J. R. Ruiz, Fernando Perez-Cruz

published 28 Jan 2016

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Kinetic Characterization of 100 Glycoside Hydrolase Mutants Enables the Discovery of Structural Features Correlated with Kinetic Constants

Dylan Alexander Carlin, Ryan W. Caster, Xiaokang Wang, Stephanie A. Betzenderfer, Claire X. Chen, Veasna M. Duong, Carolina V. Ryklansky, Alp Alpekin, Nathan Beaumont, Harshul Kapoor, Nicole Kim, Hosna Mohabbot, Boyu Pang, Rachel Teel, Lillian Whithaus, Ilias Tagkopoulos, Justin B. Siegel

published 27 Jan 2016

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Evaluation of Electroencephalography Source Localization Algorithms with Multiple Cortical Sources

Allison Bradley, Jun Yao, Jules Dewald, Claus-Peter Richter

published 25 Jan 2016

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Optimal Appearance Model for Visual Tracking

Yuru Wang, Longkui Jiang, Qiaoyuan Liu, Minghao Yin

published 20 Jan 2016

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Distributed Function Mining for Gene Expression Programming Based on Fast Reduction

Song Deng, Dong Yue, Le-chan Yang, Xiong Fu, Ya-zhou Feng

published 11 Jan 2016

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Scalable Predictive Analysis in Critically Ill Patients Using a Visual Open Data Analysis Platform

Sven Van Poucke, Zhongheng Zhang, Martin Schmitz, Milan Vukicevic, Margot Vander Laenen, Leo Anthony Celi, Cathy De Deyne

published 05 Jan 2016

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Supervised Machine Learning for Classification of the Electrophysiological Effects of Chronotropic Drugs on Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes

Christopher Heylman, Rupsa Datta, Agua Sobrino, Steven George, Enrico Gratton

published 22 Dec 2015

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Semi-Supervised Multi-View Learning for Gene Network Reconstruction

Michelangelo Ceci, Gianvito Pio, Vladimir Kuzmanovski, Sašo Džeroski

published 07 Dec 2015

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