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Machine learning

QSAR-Based Models for Designing Quinazoline/Imidazothiazoles/Pyrazolopyrimidines Based Inhibitors against Wild and Mutant EGFR

Jagat Singh Chauhan, Sandeep Kumar Dhanda, [ ... ], Gajendra P. S. Raghava

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

Jan-Peter Sowa, Özgür Atmaca, [ ... ], Ali Canbay

Deep Bottleneck Features for Spoken Language Identification

Bing Jiang, Yan Song, [ ... ], Li-Rong Dai

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

Qian Wan, Ranadip Pal

Decoding of Visual Attention from LFP Signals of Macaque MT

Moein Esghaei, Mohammad Reza Daliri

A Feature Fusion Based Forecasting Model for Financial Time Series

Zhiqiang Guo, Huaiqing Wang, Quan Liu, Jie Yang

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

Charlotte Soneson, Sarah Gerster, Mauro Delorenzi

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

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

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

Jasmin F. Sydow, Florian Lipsmeier, [ ... ], Hubert Kettenberger

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

Slavko Žitnik, Lovro Šubelj, Marko Bajec

Prediction of Survival with Alternative Modeling Techniques Using Pseudo Values

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

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

Sheng Ge, Ruimin Wang, Dongchuan Yu

Application of Random Forests Methods to Diabetic Retinopathy Classification Analyses

Ramon Casanova, Santiago Saldana, [ ... ], Walter T. Ambrosius

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