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Machine learning

Multi-Scale Compositionality: Identifying the Compositional Structures of Social Dynamics Using Deep Learning

Huan-Kai Peng, Radu Marculescu

Prediction of Overall In Vitro Microsomal Stability of Drug Candidates Based on Molecular Modeling and Support Vector Machines. Case Study of Novel Arylpiperazines Derivatives

Szymon Ulenberg, Mariusz Belka, [ ... ], Tomasz Bączek

Insight into Neutral and Disease-Associated Human Genetic Variants through Interpretable Predictors

Bastiaan A. van den Berg, Marcel J. T. Reinders, Dick de Ridder, Tjaart A. P. de Beer

Multidimensional Clinical Phenotyping of an Adult Cystic Fibrosis Patient Population

Douglas J. Conrad, Barbara A. Bailey

Identification of Real MicroRNA Precursors with a Pseudo Structure Status Composition Approach

Bin Liu, Longyun Fang, [ ... ], Kuo-Chen Chou

MRI-Based Intelligence Quotient (IQ) Estimation with Sparse Learning

Liye Wang, Chong-Yaw Wee, [ ... ], Dinggang Shen

Real-Time State Estimation in a Flight Simulator Using fNIRS

Thibault Gateau, Gautier Durantin, [ ... ], Frederic Dehais

Variable Importance and Prediction Methods for Longitudinal Problems with Missing Variables

Iván Díaz, Alan Hubbard, Anna Decker, Mitchell Cohen

Assessing the Effects of Data Selection and Representation on the Development of Reliable E. coli Sigma 70 Promoter Region Predictors

Mostafa M. Abbas, Mostafa M. Mohie-Eldin, Yasser EL-Manzalawy

Diagnostic Classification of Schizophrenia Patients on the Basis of Regional Reward-Related fMRI Signal Patterns

Stefan P. Koch, Claudia Hägele, [ ... ], Philipp Sterzer

Automatic Prediction of Cardiovascular and Cerebrovascular Events Using Heart Rate Variability Analysis

Paolo Melillo, Raffaele Izzo, [ ... ], Leandro Pecchia

Assessing the Impact of Case Sensitivity and Term Information Gain on Biomedical Concept Recognition

Tudor Groza, Karin Verspoor

Predicting Object Size from Hand Kinematics: A Temporal Perspective

Caterina Ansuini, Andrea Cavallo, [ ... ], Cristina Becchio

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