57 citations · 76 across the 4 of their papers we have counts for
4 papers
LEAFAGE: Example-based and Feature importance-based Explanationsfor Black-box ML models
Ajaya Adhikari, D. M. J Tax, Riccardo Satta +1
As machine learning models become more accurate, they typically become more complex and uninterpretable by humans. The black-box character of these models holds back its acceptance…
A dissimilarity-based approach to predictive maintenance with application to HVAC systems
Riccardo Satta, Stefano Cavallari, Eraldo Pomponi +3
The goal of predictive maintenance is to forecast the occurrence of faults of an appliance, in order to proactively take the necessary actions to ensure its availability. In many a…
Appearance Descriptors for Person Re-identification: a Comprehensive Review
Riccardo Satta
In video-surveillance, person re-identification is the task of recognising whether an individual has already been observed over a network of cameras. Typically, this is achieved by…
A Multiple Component Matching Framework for Person Re-Identification
Riccardo Satta, Giorgio Fumera, Fabio Roli +2
Person re-identification consists in recognizing an individual that has already been observed over a network of cameras. It is a novel and challenging research topic in computer vi…