59 citations · 134 across the 9 of their papers we have counts for
10 papers
Q-learning with temporal memory to navigate turbulence
Marco Rando, Martin James, Alessandro Verri +2
We consider the problem of olfactory searches in a turbulent environment. We focus on agents that respond solely to odor stimuli, with no access to spatial perception nor prior inf…
The effect of data augmentation and 3D-CNN depth on Alzheimer's Disease detection
Rosanna Turrisi, Alessandro Verri, Annalisa Barla
Machine Learning (ML) has emerged as a promising approach in healthcare, outperforming traditional statistical techniques. However, to establish ML as a reliable tool in clinical p…
Physics Informed Shallow Machine Learning for Wind Speed Prediction
Daniele Lagomarsino-Oneto, Giacomo Meanti, Nicolò Pagliana +4
The ability to predict wind is crucial for both energy production and weather forecasting. Mechanistic models that form the basis of traditional forecasting perform poorly near the…
Latent Variable Time-varying Network Inference
Federico Tomasi, Veronica Tozzo, Saverio Salzo +1
In many applications of finance, biology and sociology, complex systems involve entities interacting with each other. These processes have the peculiarity of evolving over time and…
A temporal model for multiple sclerosis course evolution
Samuele Fiorini, Andrea Tacchino, Giampaolo Brichetto +2
Multiple Sclerosis is a degenerative condition of the central nervous system that affects nearly 2.5 million of individuals in terms of their physical, cognitive, psychological and…
Real-time Automatic Emotion Recognition from Body Gestures
Stefano Piana, Alessandra Staglianò, Francesca Odone +2
Although psychological research indicates that bodily expressions convey important affective information, to date research in emotion recognition focused mainly on facial expressio…