Deep Radiomics for Brain Tumor Detection and Classification from Multi-Sequence MRI

no code implementations • 21 Mar 2019 • Subhashis Banerjee, Sushmita Mitra, Francesco Masulli, Stefano Rovetta

LOPO testing, and testing on the holdout dataset are used to evaluate the performance of the ConvNets.

General Classification Transfer Learning

A Neural-Network-Based Model Predictive Control of Three-Phase Inverter With an Output LC Filter

1 code implementation • 22 Feb 2019 • Ihab S. Mohamed, Stefano Rovetta, Ton Duc Do, Tomislav Dragicevic, Ahmed A. Zaki Diab

Then, once the neural network is fine-tuned, it can be successfully used online for voltage tracking purpose, without the need of using MPC.

Model Predictive Control

A 2D laser rangefinder scans dataset of standard EUR pallets

1 code implementation • 22 May 2018 • Ihab S. Mohamed, Alessio Capitanelli, Fulvio Mastrogiovanni, Stefano Rovetta, Renato Zaccaria

The data have been manually labelled and are provided in different formats.

Detection, localisation and tracking of pallets using machine learning techniques and 2D range data

1 code implementation • 29 Mar 2018 • Ihab S. Mohamed, Alessio Capitanelli, Fulvio Mastrogiovanni, Stefano Rovetta, Renato Zaccaria

The problem of autonomous transportation in industrial scenarios is receiving a renewed interest due to the way it can revolutionise internal logistics, especially in unstructured environments.

BIG-bench Machine Learning