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Machine learning

Non-Invasive Separation of Alcoholic and Non-Alcoholic Liver Disease with Predictive Modeling

Jan-Peter Sowa, Özgür Atmaca, Alisan Kahraman, Martin Schlattjan, Marion Lindner, Svenja Sydor, Norbert Scherbaum, Karoline Lackner, Guido Gerken, Dominik Heider, Gavin E. Arteel, Yesim Erim, Ali Canbay

published 02 Jul 2014

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Deep Bottleneck Features for Spoken Language Identification

Bing Jiang, Yan Song, Si Wei, Jun-Hua Liu, Ian Vince McLoughlin, Li-Rong Dai

published 01 Jul 2014

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An Ensemble Based Top Performing Approach for NCI-DREAM Drug Sensitivity Prediction Challenge

Qian Wan, Ranadip Pal

published 30 Jun 2014

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Decoding of Visual Attention from LFP Signals of Macaque MT

Moein Esghaei, Mohammad Reza Daliri

published 30 Jun 2014

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A Feature Fusion Based Forecasting Model for Financial Time Series

Zhiqiang Guo, Huaiqing Wang, Quan Liu, Jie Yang

published 27 Jun 2014

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Batch Effect Confounding Leads to Strong Bias in Performance Estimates Obtained by Cross-Validation

Charlotte Soneson, Sarah Gerster, Mauro Delorenzi

published 26 Jun 2014

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Prediction of Membrane Transport Proteins and Their Substrate Specificities Using Primary Sequence Information

Nitish K. Mishra, Junil Chang, Patrick X. Zhao

published 26 Jun 2014

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Structure-Based Prediction of Asparagine and Aspartate Degradation Sites in Antibody Variable Regions

Jasmin F. Sydow, Florian Lipsmeier, Vincent Larraillet, Maximiliane Hilger, Bjoern Mautz, Michael Mølhøj, Jan Kuentzer, Stefan Klostermann, Juergen Schoch, Hans R. Voelger, Joerg T. Regula, Patrick Cramer, Apollon Papadimitriou, Hubert Kettenberger

published 24 Jun 2014

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SkipCor: Skip-Mention Coreference Resolution Using Linear-Chain Conditional Random Fields

Slavko Žitnik, Lovro Šubelj, Marko Bajec

published 23 Jun 2014

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Prediction of Survival with Alternative Modeling Techniques Using Pseudo Values

Tjeerd van der Ploeg, Frank Datema, Robert Baatenburg de Jong, Ewout W. Steyerberg

published 20 Jun 2014

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Classification of Four-Class Motor Imagery Employing Single-Channel Electroencephalography

Sheng Ge, Ruimin Wang, Dongchuan Yu

published 20 Jun 2014

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Application of Random Forests Methods to Diabetic Retinopathy Classification Analyses

Ramon Casanova, Santiago Saldana, Emily Y. Chew, Ronald P. Danis, Craig M. Greven, Walter T. Ambrosius

published 18 Jun 2014

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Mining Gene Expression Data of Multiple Sclerosis

Pi Guo, Qin Zhang, Zhenli Zhu, Zhengliang Huang, Ke Li

published 16 Jun 2014

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