Thermal load forecasting in district heating networks using deep learning and advanced feature selection methods

Short-term forecasting of solar irradiance without local telemetry: A generalized model using satellite data

Reinforcement learning for control: Performance, stability, and deep approximators

Experience selection in deep reinforcement learning for control

Forecasting spot electricity prices: Deep learning approaches and empirical comparison of traditional algorithms

Convolutional Neural Network Architectures for Signals Supported on Graphs

Learning about risk: Machine learning for risk assessment

Deep learning predicts path-dependent plasticity

Enlarged perivascular spaces in brain MRI: Automated quantification in four regions

CNN architectures for GRAPH data

Efficient real-time camera based estimation of heart rate and its variability

Accelerating multiscale finite element simulations of history-dependent materials using a recurrent neural network

Train wheel damage detection based on deep learning

Remove Some Noise: On Pre-processing of Side-channel Measurements with Autoencoders

Systematic Side-Channel Analysis of Curve25519 with Machine Learning

Deep learning for surgical phase recognition using endoscopic videos

Deep Learning and Machine Learning in Robotics

Fine-tuning deep RL with gradient-free optimization

An adaptive intelligence algorithm for undersampled knee MRI reconstruction

Automated classification of significant prostate cancer on MRI: A systematic review on the performance of machine learning applications