2 citations · 4 across the 3 of their papers we have counts for
4 papers
Stop overkilling simple tasks with black-box models and use transparent models instead
Matteo Rizzo, Matteo Marcuzzo, Alessandro Zangari +2
In recent years, the employment of deep learning methods has led to several significant breakthroughs in artificial intelligence. Different from traditional machine learning models…
A Theoretical Framework for AI Models Explainability with Application in Biomedicine
Matteo Rizzo, Alberto Veneri, Andrea Albarelli +3
EXplainable Artificial Intelligence (XAI) is a vibrant research topic in the artificial intelligence community, with growing interest across methods and domains. Much has been writ…
Fruit Ripeness Classification: a Survey
Matteo Rizzo, Matteo Marcuzzo, Alessandro Zangari +2
Fruit is a key crop in worldwide agriculture feeding millions of people. The standard supply chain of fruit products involves quality checks to guarantee freshness, taste, and, mos…
Unsupervised semantic discovery through visual patterns detection
Francesco Pelosin, Andrea Gasparetto, Andrea Albarelli +1
We propose a new fast fully unsupervised method to discover semantic patterns. Our algorithm is able to hierarchically find visual categories and produce a segmentation mask where…