The road to intelligent asphalt concrete mixture design: A Data driven analysis of common asphalt concrete property prediction methods and a solution to the inverse problem

Creation and validation of a simulation environment for machine learning with drones

Spiking Neural Networks Based Data Driven Control: An Illustration Using Cart-Pole Balancing Example

Towards a Linear-Data Monotone Wrapper Algorithm For Machine Learning Algorithms

Investigating different models that can be used to define the characteristics that influence customer behaviour in the online grocery sector

Neural network partitioning for resource-limited environments

An AI algorithm to predict intubations in ICU patients: Predicting intubation to aid medical personnel in the decision to switch from High Flow Nasal Oxygen therapy to intubation

Non-invasive measurement of intracardiac pressures in heart failure patients using machine learning techniques

Classification of primary liver tumors with radiomics and deep learning based on multiphasic MRI

On leveraging physical knowledge to augment neural network-based surrogate models for simulations

The ICU-Recover Box: Using Smart Technology For Monitoring Health Status After ICU Admission

Detection of patient-ventilator asynchrony based on esophageal pressure using a convolutional neural network

Data-driven optimal control for safe quadrotor navigation in windy environments

Vulnerability prealerting by monitoring the online repositories of open source projects

Do signals interact? A machine learning approach to study the multi -signal environment of Initial Coin Offerings

Predicting the stability of distal radius fractures with a small dataset and machine learning

Velocity Reconstruction in Pool Fires using Physics-Informed Machine Learning

Prediction of Photovoltaic System Adoption at Building Scale in the Netherlands

All-at-once optimization for kernel machines with canonical polyadic decompositions: Enabling large scale learning for kernel machines

Congestion forecasting using a custom loss function: Application to congestion mitigation on substation Middelharnis