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Machine learning

Data augmentation using Variational Autoencoders for improvement of respiratory disease classification

Jane Saldanha, Shaunak Chakraborty, [ ... ], Anand Nayyar

A machine learning based exploration of COVID-19 mortality risk

Mahdi Mahdavi, Hadi Choubdar, [ ... ], Ehsan Kamrani

Structure Based Thermostability Prediction Models for Protein Single Point Mutations with Machine Learning Tools

Lei Jia, Ramya Yarlagadda, Charles C. Reed

Random Forest-Based Protein Model Quality Assessment (RFMQA) Using Structural Features and Potential Energy Terms

Balachandran Manavalan, Juyong Lee, Jooyoung Lee

Motor Imagery for Severely Motor-Impaired Patients: Evidence for Brain-Computer Interfacing as Superior Control Solution

Johannes Höhne, Elisa Holz, [ ... ], Michael Tangermann

ANGLOR: A Composite Machine-Learning Algorithm for Protein Backbone Torsion Angle Prediction

Sitao Wu, Yang Zhang

Adverse drug event detection using natural language processing: A scoping review of supervised learning methods

Rachel M. Murphy, Joanna E. Klopotowska, [ ... ], Martijn C. Schut

Prioritized and predictive intelligence of things enabled waste management model in smart and sustainable environment

Sushruta Mishra, Lambodar Jena, Hrudaya Kumar Tripathy, Tarek Gaber

A machine learning approach to the digitalization of bank customers: Evidence from random and causal forests

Santiago Carbo-Valverde, Pedro Cuadros-Solas, Francisco Rodríguez-Fernández

World’s fastest brain-computer interface: Combining EEG2Code with deep learning

Sebastian Nagel, Martin Spüler

A Compound Fault Diagnosis for Rolling Bearings Method Based on Blind Source Separation and Ensemble Empirical Mode Decomposition

Huaqing Wang, Ruitong Li, [ ... ], Xi Cao

miRNA Signatures in Sera of Patients with Active Pulmonary Tuberculosis

Paolo Miotto, Grace Mwangoka, [ ... ], Daniela M. Cirillo

Effects of the Training Dataset Characteristics on the Performance of Nine Species Distribution Models: Application to Diabrotica virgifera virgifera

Maxime Dupin, Philippe Reynaud, [ ... ], David Makowski

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