thesis proposals

A brief list of possible thesis topics for both bachelor and master degree students.

Bachelor

Master

thesis supervision

supervisor

Bachelor

Master

co-supervisor

Master

2021 Luca Bergamin, Enhancing Variational Autoencoders Sample Quality by Promoting Diversity and Originality, Master degree in Computer Science, University of Padova
2021 Lorenzo Busin, Machine Learning models and Data Analysis for water consumption forecasting, Master degree in Computer Science, University of Padova
2021 Daniele Rossi, Applicazione di un Sistema di Raccomandazione in ambito BTB, Master degree in Computer Science, University of Padova
2021 Nicolò Tartaggia, Rete neurale profonda scalabile per l'etichettatura automatica degli assets in ambiente DAM, Master degree in Computer Science, University of Padova
2021 Yasmine El Khaloufi, Federated Learning for an Autoencoder Based Recommendation System, Master degree in Computer Science, University of Padova
2021 Danail Krzhalovski, Generalized Taxonomic Text Classification, Master degree in Data Science, University of Padova
2020 Alberto Gallinaro, Federated Recommender Systems, Master degree in Computer Science, University of Padova
2020 Alberto Bezzon, News recommendation based on deep sets, Master degree in Computer Science, University of Padova
2020 Tommaso Carraro, Variational Autoencoder for top-N item recommendation, Master degree in Computer Science, University of Padova
2020 Roberto Cedolin, Recommendation meets Generative Learning, Master degree in Computer Science, University of Padova
2018 Jacopo Cavallarin, Studio di tecniche distribuite e parallele per l'ottimizzazione della feature selection, Master degree in Computer Science, University of Padova
2018 Riccardo Minato, Machine Learning e Finanza: sviluppo di un robo-advisor e applicazione di LSTM nel trading algoritmico, Master degree in Computer Science, University of Padova
2018 Guglielmo Faggioli, Top-N Recommender Systems applied to Playlist Continuation task for the Spotify RecSys Challenge 2018, Master degree in Computer Science, University of Padova
2019 Cecilia Muraro, Machine Learning assisted study of the radical scavenging activity of biologically relevant compounds and drugs, Master degree in Chemistry, University of Padova
2017 Andrea Domenico Giuliano, Sviluppo e confronto di metodi per la RecSys Challenge 2016, Master degree in Computer Science, University of Padova
2017 Marco Bertan, Machine learning in Parkinson's disease dementia diagnosi, Master degree in Computer Science, University of Padova
2017 Matteo Del Pioluogo, Architettura di un sistema di raccomandazione per il job searching, Master degree in Computer Science, University of Padova
2017 Giovanni Calore, Analisi di algoritmi per il data mining relazionale, Master degree in Computer Science, University of Padova
2016 Luca Demo, Machine Learning e NeuroImaging: ricerca di biomarcatori cerebrali in patologie neurologiche, Master degree in Computer Science, University of Padova
2016 Stefano Cecconello, Sviluppo di un framework per l'analisi di database per il relational data mining, Master degree in Computer Science, University of Padova