FPM

Hi there,

I'm Francesco Pio

I'm a computer engineer interested in AI and robotics in the context of healthcare, mobility and multimedia.

My main works are on Natural Language Processing, Algorithmic Fairness and Motif Discovery.

Also, this site is still under construction, don't be mad at me.

Pinned Work

LEIT-motifs: scalable motif mining in multidimensional time series

An approximate method to find the top-k motifs with probabilistic guarantees on the results and the cost of the operations based on Locality Sensitive Hashing.

Graph based analysis of the functional connectome in neuropsychiatric disorders

The aim of this project is to discuss how brain connectivity is influenced by different diseases. Graph analysis is used to report features that can underline the impact of the disease on the whole brain network. The focus is on neuropsychiatric disorders such as bipolar disorder, ADHD, and schizophrenia.

Medical Bias

A project to debias a medical task, using various techniques known in the literature and providing a comparison between them. This project is strictly related to my Bachelor's thesis.

Player Segmentation

A project to detect players in sport images, using a lightweight SVM, and segment both players and the playing field by using a robust non-ML approach.