Surrogate-assisted inversion for large-scale history matching: Comparative study between projection-based reduced-order modeling and deep neural network

Classification of clinically significant prostate cancer on multi-parametric MRI: A validation study comparing deep learning and radiomics

Development of deep learning-based joint elements for thin-walled beam structures

An End-to-End Deep Learning Pipeline for Football Activity Recognition Based on Wearable Acceleration Sensors

An interactive assessment framework for residential space layouts using pix2pix predictive model at the early-stage building design

Occlusion Handling and Multi-scale Pedestrian Detection Based on Deep Learning: A Review

Nessy: A Neuro-Symbolic System for Label Noise Reduction

Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling

Photo2Video: Semantic-Aware Deep Learning-Based Video Generation from Still Content

Cyber-Physical Attack Conduction and Detection in Decentralized Power Systems

Modelling Human Word Learning and Recognition Using Visually Grounded Speech

Classifying EEG Signals of Mind-Wandering Across Different Styles of Meditation

Focus is Key to Success: A Focal Loss Function for Deep Learning-Based Side-Channel Analysis

Improving Error Detection in Deep Learning Based Radiotherapy Autocontouring Using Bayesian Uncertainty

To Overfit, or Not to Overfit: Improving the Performance of Deep Learning-Based SCA

Flexible Enterprise Optimization with Constraint Programming

Reinforcement Learning-Based Design of Side-Channel Countermeasures

Assessing Robustness of ML-Based Program Analysis Tools using Metamorphic Program Transformations

Multistep traffic forecasting by dynamic graph convolution: Interpretations of real-time spatial correlations

Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark