Thesis archive

In this page you will find an up-to-date list of thesis which I had the pleasure of supervising/co-supervising. Some of the thesis are in Italian. In some cases, I additionally provide a full text version.

Master’s thesis

[M10] Mohamed Ahmed (2018). Missing Data Imputation using Graph Convolutional Neural Networks. Sapienza University of Rome. Main advisor: Prof. Aurelio Uncini.

[M9] Elena Gagliardoni (2018). DeepChatbot : un chatbot sviluppato con Deep Learning. Università degli Studi di Perugia.

[M8] Ahmed Elsafy (2018). Automatic Speech Dialect Classification for Arabic Language. Sapienza University of Rome. Main advisor: Prof. Aurelio Uncini.

[M7] Ahmad Irjoob (2018). Manifold regularization for semi-supervised learning on relational and graphical databases. Sapienza University of Rome. Company advisors: Gabriele Nocco, Marco Mele. University advisor: Prof. Aurelio Uncini.

[M6] Calabria, Gianluca (2016). Separazione di sorgenti monocanale mediante Deep Recurrent Neural networks, Sapienza University of Rome. Main advisor: Prof. Aurelio Uncini.

[M5] Mazzei, Claudio (2016). Stacked Auto-Encoders per la classificazione di streaming audio, Sapienza University of Rome. Main advisor: Prof. Aurelio Uncini.

[M4] Marinelli, Alberto (2016). Deep Neural Networks with Flexible Activation Function, Sapienza University of Rome. Main advisor: Prof. Aurelio Uncini.

[M3] Ciccarelli, Valentina (2016). Tecniche per il mantenimento della privacy nel machine learning distribuito, Sapienza University of Rome. Main advisor: Prof. Massimo Panella.

[M2] Biaggi, Marco (2016). Reti Neurali per la classificazione delle pagine web, Sapienza University of Rome. Main advisor. Prof. Aurelio Uncini.

[M1] Fierimonte, Roberto (2015). Distributed Learning by Neural Networks, Sapienza University of Rome. Main advisor: Prof. Massimo Panella.

Bachelor’s thesis

[B3] Tubau Pires, Miquel (2017). Study and implementation of manifold regularization techniques in neural networks, Universitat Politècnica de Catalunya. Main advisors: Prof. Javier Hernando, Prof. Aurelio Uncini.

[B2] Stoffl, Lucas (2016). Recurrent Neural Networks for Spoofing Detection, Technische Universität München. Main advisors: Priv-Doz. Dr. Florian Röhrbein, Prof. Aurelio Uncini.

[B1] De Santis, Beatrice (2015). Reti Neurali Ricorrenti per la generazione del testo, Sapienza University of Rome. Main advisor: Prof. Massimo Panella.