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Machine learning

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

Dylan Alexander Carlin, Ryan W. Caster, [ ... ], Justin B. Siegel

Evaluation of Electroencephalography Source Localization Algorithms with Multiple Cortical Sources

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

A New Data Analysis System to Quantify Associations between Biochemical Parameters of Chronic Kidney Disease-Mineral Bone Disease

Mariano Rodriguez, M. Dolores Salmeron, [ ... ], Pedro Aljama

Optimal Appearance Model for Visual Tracking

Yuru Wang, Longkui Jiang, Qiaoyuan Liu, Minghao Yin

A Factor Graph Approach to Automated GO Annotation

Flavio E. Spetale, Elizabeth Tapia, [ ... ], Pilar Bulacio

Model Comparison for Breast Cancer Prognosis Based on Clinical Data

Sabri Boughorbel, Rashid Al-Ali, Naser Elkum

Heterogeneous Ensemble Combination Search Using Genetic Algorithm for Class Imbalanced Data Classification

Mohammad Nazmul Haque, Nasimul Noman, Regina Berretta, Pablo Moscato

Recognition of Intensive Valence and Arousal Affective States via Facial Electromyographic Activity in Young and Senior Adults

Jun-Wen Tan, Adriano O. Andrade, [ ... ], Harald C. Traue

Testing Three Species Distribution Modelling Strategies to Define Fish Assemblage Reference Conditions for Stream Bioassessment and Related Applications

Peter M. Rose, Mark J. Kennard, [ ... ], Gavin L. Butler

Distributed Function Mining for Gene Expression Programming Based on Fast Reduction

Song Deng, Dong Yue, [ ... ], Ya-zhou Feng

Functional Brain Connectivity as a New Feature for P300 Speller

Aya Kabbara, Mohamad Khalil, [ ... ], Mahmoud Hassan

Integration of Attributes from Non-Linear Characterization of Cardiovascular Time-Series for Prediction of Defibrillation Outcomes

Sharad Shandilya, Michael C. Kurz, Kevin R. Ward, Kayvan Najarian

Long-Term Evolution of Email Networks: Statistical Regularities, Predictability and Stability of Social Behaviors

Antonia Godoy-Lorite, Roger Guimerà, Marta Sales-Pardo

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