{"id":42,"date":"2020-04-07T22:53:09","date_gmt":"2020-04-07T22:53:09","guid":{"rendered":"http:\/\/pages.di.unipi.it\/amonreale\/?page_id=42"},"modified":"2022-05-11T20:51:22","modified_gmt":"2022-05-11T20:51:22","slug":"supervising","status":"publish","type":"page","link":"https:\/\/pages.di.unipi.it\/amonreale\/research\/supervising\/","title":{"rendered":"Supervising"},"content":{"rendered":"\n<h4 class=\"wp-block-heading\"><strong>Ph.D Theses<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>[2021-2024] <strong>Luca Corbucci<\/strong>, <em><em>In Progress<\/em><\/em>, Ph.D in Computer Science, University of Pisa.<\/li><li>[2021-2024] <strong>Costanza Alfieri<\/strong>, <em><em>In Progress<\/em><\/em>, (co-supervision by P. Inverardi), National Ph.D in Artificial Intelligence, University of Pisa.<\/li><li>[2021-2024] <strong>Lorenzo Mannocci<\/strong>, <em><em>In Progress<\/em><\/em>, (co-supervision by S. Cresci, M. Tesconi), National Ph.D in Artificial Intelligence, University of Pisa.<\/li><li>[2021-2024] <strong>Michele Fontana, <\/strong> <em><em>In Progress<\/em><\/em>, (co-supervision by M. Nanni &amp; F. Giannotti) National Ph.D in Artificial Intelligence, University of Pisa.<\/li><li>[2020-2023] <strong><strong>Francesco Spinanto<\/strong>,<\/strong> <em>In Progress<\/em>, (co-supervision by R. Guidotti &amp; M. Nanni) Ph.D in Data Science, Scuola Normale Superiore.<\/li><li>[2019-2022] <strong>Daniela Rotelli,<\/strong> <em>In Progress<\/em>, Ph.D in Computer Science, University of Pisa.<\/li><li>[2019-2022] <strong>Oliveira Gomes Fernanda,<\/strong> <em>In Progress<\/em>, (co-supervision by C. Renso) Ph.D in Computer Science, University of Pisa.<\/li><li>[2019-2022] <strong>Silvia Corbara,<\/strong> <em>In Progress<\/em>, (co-supervision by F. Sebastiani) Ph.D in Data Science, Scuola Normale Superiore.<\/li><li>[2019-2022] <strong>Francesca Naretto,<\/strong> <em>In Progress<\/em>, (co-supervision by F. Giannotti, ISTI-CNR) Ph.D in Data Science, Scuola Normale Superiore. <\/li><li>[2018-2021] <strong>Benedetta Iavarone,<\/strong> <em>In Progress<\/em>, (co-supervision by F. Dell&#8217;Orletta) Ph.D in Data Science, Scuola Normale Superiore.<\/li><li>[2018-2021] <strong>Mattia Setzu, <\/strong> <em>Opening the Black Box: Empowering Machine Learning Models with Explanations<\/em>, (co-supervision by D. Pedreschi) Ph.D in Computer Science, University of Pisa, May 2022.<\/li><li>[2017-2020] <strong>Said Daoudagh,<\/strong> <em>In ProgThe GDPR Compliance Through Access Control Systems<\/em>, (co-supervision by E. Marchetti), Ph.D in Computer Science, University of Pisa, July 2021.<\/li><li>[2016-2019] <strong>Roberto Pellungrini, <\/strong><em>Modeling &amp; Predicting Privacy Risk in Personal Data\u00a0<\/em>(co-supervision by D. Pedreschi), Ph.D in Computer Science, University of Pisa, March 2020.<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">R<strong>esearch scolarships<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>[December 2021 &#8211; ongoing] <strong>Mattia<\/strong> <strong>Setzu<\/strong>: <em>Arricchire modelli di machine learning non interpretabili con spiegazioni usando metodologie di tipo local to global<\/em>, Department of Computer Science, University of Pisa.<\/li><li>[June 2021 &#8211; October 2021] <strong>Martina<\/strong> <strong>Cinquini<\/strong>: <em>Causal discovery for explainable artificial intelligence,<\/em> Department of Computer Science, University of Pisa.<\/li><li>[June 2021 &#8211; October 2021] <strong>Luca Corbucci<\/strong>: <em>Study and application of NLP techniques to XAI methods for healthcare,<\/em> Department of Computer Science, University of Pisa.<\/li><li>[May 2021 &#8211; October 2021] <strong>Valerio Bonsignori<\/strong>: <em>Studying interpretable models derived by merging of tree-based classifiers<\/em>, Department of Computer Science, University of Pisa.<\/li><li>[January 2021 &#8211; December 2021] <strong>Giacomo Mariani<\/strong>: <em>Privacy risk evaluation in text data<\/em>, Department of Computer Science, University of Pisa.<\/li><li>[May 2020 &#8211; October 2020] <strong>Francesco Spinanto<\/strong>: <em>Explaination Methods for Time Series Classification<\/em>, Department of Computer Science, University of Pis<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Undergraduate Theses<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li><em>In Progress, <\/em>\u00a0<strong>Giulia Volpi<\/strong>, M.Sc. in Informatica, University of Pisa.<\/li><li><em>In Progress, <\/em>\u00a0<strong>Gerardo Zinno<\/strong>, M.Sc. in Informatica, University of Pisa.<\/li><li><em>In Progress, <\/em>\u00a0<strong>Marino Marco Giuseppe<\/strong>, M.Sc. in Informatica, University of Pisa.<\/li><li><em>In Progress, <\/em>\u00a0<strong>Antonello Dettori<\/strong>, B.Sc. in Informatica, University of Pisa.<\/li><li><em>In Progress, <\/em>\u00a0<strong>Matteo Montagnani<\/strong>, M.Sc. in Informatica, University of Pisa.<\/li><li>[2021] <strong>Michele<\/strong> <strong>Fontana<\/strong>, <em>A new approach for cross-silo federated learning and its privacy risks<\/em>, M.Sc. in Informatica, University of Pisa, October 2021.<\/li><li>[2021] <strong>Lorenzo<\/strong> <strong>Mannocci<\/strong>, <em>Bot detection with unsupervised approach based on multivariate time series<\/em>, M.Sc. in Data Science &amp; Business Informatics, University of Pisa, October 2021.<\/li><li>[2021] <strong>Luca<\/strong> <strong>Corbucci<\/strong>, <em>Semantic enrichment of XAI explanations for healthcare<\/em>, M.Sc. in Informatica, University of Pisa, June 2021.<\/li><li>[2021] <strong>Valerio Bonsignori,<\/strong> <em>Deriving a Single Interpretable Model by Merging Tree-based Classifiers, <\/em>M.Sc. in Informatica, University of Pisa, May 2021.<\/li><li>[2021] <strong>Chiara Firmani<\/strong>, <em>Membership Inference Attack against Copy\u2019s Framework<\/em> (co-supervision Oriol Pujol Vila, Universitat de Barcelona, F. Naretto) M.Sc. in Data Science &amp; Business Informatics, University of Pisa, May 2021.<\/li><li>[2021] <strong>Francesco Sabiu,<\/strong> <em>Privacy risk analysis of LIME explanations<\/em>. <em>M.Sc. in Informatica, University of Pisa<\/em>.<\/li><li><em>In Progress,<\/em> <strong>Marco De Vincenzi,  <\/strong><em>Privacy and Security Issues in Vehicular ad hoc Networks<\/em>, <em>M.Sc. in Data Science &amp; Business Informatics, University of Pisa.<\/em><\/li><li>[2020] <strong>Giacomo Mariani,<\/strong> <em>Privacy risk assessment in text mining, <\/em>B.Sc. in Informatica, University of Pisa, Dec 2020.<\/li><li>[2020] <strong>Francesco Gemignani,<\/strong> <em>PRIVSeq:<strong> <\/strong>una Libreria Python per la Valutazione del Rischio di Privacy su Dati Sequenziali<\/em>, B.Sc. in Informatica, University of Pisa, July 2020.<\/li><li>[2020] <strong>Cono Stabile<\/strong>, <em>Data Warehouse per il calcolo del costo del lavoro in FCA<\/em>, M.Sc. in Data Science &amp; Business Informatics, University of Pisa, May 2020.<\/li><li>[2020] <strong>Simona<\/strong> <strong>Ortolani<\/strong>, <em> Modelli di predizione per la gestione degli ordini in ambito Oil &amp; Gas<\/em>, M.Sc. in Data Science &amp; Business Informatics, University of Pisa, May 2020.<\/li><li>[2020] <strong>Michele Resta<\/strong>,<em> Increasing the Interpretability of Deep Recurrent Models for Biomedical Signals Analysis <\/em>(co-supervision by D. Bacciu and A. Vellido), M.Sc. in Informatica, Universit\u00e0 di Pisa, May 2020.<\/li><li>[2020] <strong>Francesco Spinanto<\/strong> <em>A Model Agnostic Local Explainer for Time Series Black-Box Classifiers  <\/em>(co-supervision with R. Guidotti), M.Sc. in Data Science &amp; Business Informatics, University of Pisa, March 2020.<\/li><li>[2020] <strong>Lorenzo Gazzella<\/strong>, <em>Analysing privacy-risks in social networks by deep learning for graphs\u00a0<\/em>(co-supervision with D. Bacciu), B.Sc. in Informatica, University of Pisa, March 2020.<\/li><li>[2019] <strong>Giuseppe De Franco, <\/strong><em>Realizzazione di un sistema di business intelligence per il monitoraggio degli indicatori d&#8217;Ateneo<\/em>, M.Sc. in Data Science &amp; Business Informatics, University of Pisa, December 2019.<\/li><li>[2019] <strong>Francesca Naretto, <\/strong><em>A Framework for privacy risk prediction of sequence data\u00a0<\/em>(co-supervision by Mirco Musolesi, UCL), M.Sc. in Informatica, University of Pisa, July 2019.<\/li><li>[2019] <strong>Simay Kocan <\/strong>and <strong>Huseyin Varol Erdem<\/strong>, <em>Assessing Privacy Risk on Social Network Data<\/em>, M.Sc. in Informatica, University of Pisa, July 2019.<\/li><li>[2019] <strong>Alessandro Armillotta <\/strong>, <em>Il Machine Learning e le Reti Neurali a supporto delle Telco, <\/em>M.Sc. in Data Science &amp; Business Informatics, University of Pisa, July 2019.<\/li><li>[2019] <strong>Elia Secchi<\/strong>, <em>Design and development of a microservices architecture, NoSQL and Graph Databases for finance consultancy, <\/em>M.Sc. in Data Science &amp; Business Informatics, University of Pisa, July 2019.<\/li><li>[2019] <strong>Riccardo Affolter<\/strong>, <em>Xlib &#8211; Explanation Library for Black Box Models, <\/em>M.Sc. in Data Science &amp; Business Informatics, University of Pisa, June 2019.<\/li><li>[2019] <strong>Domitilla Cessari<\/strong>, <em>Data-driven evaluation of individual customer journeys to optimize marketing campaigns, <\/em>M.Sc. in Data Science &amp; Business Informatics, University of Pisa, May 2019.<\/li><li>[2018] <strong>Alessandra Vellani<\/strong>, <em>Studio e sviluppo di strumenti di analisi KPI nel Fashion Retail, <\/em>M.Sc. in Data Science &amp; Business Informatics, University of Pisa, November 2018.<\/li><li>[2018] <strong>Tommaso Inghirami<\/strong>, <em>Analisi di Big Data relativi alla mobilit\u00e0 veicolare per lo studio di elettrificabilit\u00e0 di un contesto urbano<\/em>,<em> <\/em>M.Sc. in Data Science &amp; Business Informatics, University of Pisa, November 2018.<\/li><li>[2018] <strong>Marin Kola<\/strong>, <em>Una web application per la ricerca di bandi di gara basata su text classification e information retrieval<\/em>, M.Sc. in Data Science &amp; Business Informatics, University of Pisa, November 2018.<\/li><li>[2018] <strong>Davide Semeraro<\/strong>, <em>Progettazione e realizzazione di un data warehouse per una compagnia riassicurativa.<\/em>, M.Sc. in Data Science &amp; Business Informatics, University of Pisa, November 2018.<\/li><li>[2018] <strong>Giovanni Genovese<\/strong>, <em>Data Science per l&#8217;analisi di un sistema di inchiostrazione per stampanti flessografiche<\/em> (co-supervision by Daniele Mazzei and Antonio Bellosi &#8211;  Bobst) M.Sc. in Data Science &amp; Business Informatics, University of Pisa, October 2018.<\/li><li>[2018] <strong>Mario Boncoraglio<\/strong>, <em>Progettazione e sviluppo di una soluzione di Business Intelligence per l&#8217;Analisi dei Margini<\/em>, M.Sc. in Business Informatics, University of Pisa, October 2018.<\/li><li>[2018] <strong>Mattia Setzu, <\/strong><em>Building global interpretable classifiers via local explanations<\/em> (co-supervision by Franco Turini), M.Sc. in Informatica University of Pisa, October 2018.<\/li><li>[2018] <strong>Leonardo Carriaggi, <\/strong><em>Model-agnostic explanations of black box classifiers for image recognition<\/em> (co-supervision by Riccardo Guidotti), M.Sc. in Informatica University of Pisa, October 2018.<\/li><li>[2018] <strong>Marcello Salerno<\/strong>, <em>Progettazione e sviluppo di una piattaforma di business intelligence per il mercato produttivo agro-alimentare<\/em>, M.Sc. in Business Informatics, University of Pisa, July 2018.<\/li><li>[2018] <strong>Pietro Giacalone<\/strong>, <em>Progettazione e sviluppo di una piattaforma di business intelligence per l&#8217;analisi della morosita degli immobili<\/em>, M.Sc. in Business Informatics, University of Pisa, April 2018.<\/li><li>[2018] <strong>Francesco La Perna<\/strong>, <em>Data Mining techniques for consumer credit scoring prediction and anomaly detection<\/em>, M.Sc. in Business Informatics, University of Pisa, April 2018.<\/li><li>[2018] <strong>Giuseppe Di Modugno <\/strong>and<strong> Fabrizio<\/strong> <strong>Rizzi<\/strong>, <em>Tecniche di Data Mining per la predizione di caratteristiche demografiche di utenti web<\/em>, M.Sc. in Business Informatics, University of Pisa, April 2018.<\/li><li>[2018] <strong>Nicol\u00f2 Dossena<\/strong> <em>Sviluppo di un framework analitico per inferire la squadra del cuore dei clienti di una media company<\/em>, M.Sc. in Business Informatics, University of Pisa, April 2018.<\/li><li>[2016] <strong>Roberto Pellungrini, <\/strong><em>A Framework for privacy risk prediction of sequence data\u00a0<\/em>(co-supervision by Luca Pappalardo, ISTI-CNR), M.Sc. in Business Informatics, University of Pisa, October 2016.<\/li><li>[2013] <strong>Elena Nannini<\/strong>,\u00a0<em>Personal Data Store Coop<\/em> (co-supervision with D. Pedreschi), M.Sc, in Informatica Umanistica,  University of Pisa, December 2013.<\/li><li>[2013] <strong>Letizia Milli<\/strong>,\u00a0<em>Quantification Tree<\/em> (co-supervision with D. Pedreschi) M.Sc. in Informatica, University of Pisa, April 2013.<\/li><li>[2013] <strong>Francesca Pratesi<\/strong>,\u00a0<em>Privacy by Design in Distributed Mobility Data<\/em> (co-supervision with D. Pedreschi),\u00a0M.Sc. in Informatica, University of Pisa, February 2013.<\/li><li>[2012] <strong>Giacomo<\/strong> <strong>Bachi<\/strong>,\u00a0<em>Tecniche di graph mining per la classificazione del segno degli archi in reti complesse<\/em> (co-supervision by F. Giannotti, ISTI-CNR), M.Sc. in Informatica, University of Pisa, April 2012.<\/li><li>[2009] <strong>Laura<\/strong> <strong>Caponi<\/strong>,\u00a0<em>Pubblicazione anonima di dati sequenziali <\/em>(co-supervision with D. Pedreschi) M.Sc. in Informatica, University of Pisa, April 2009.<\/li><li>[2009] <strong>Riccardo<\/strong> <strong>Vandoni<\/strong>,\u00a0<em>Un framework per la valutazione di metodi per l\u2019anonimizzazione di dati di mobilita<\/em> (co-supervision by M. Nanni, ISTI-CNR) M.Sc. in Informatica, University of Pisa, Aprile 2009.<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Reviewer PhD Theses<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>[2013] <strong>Sara<\/strong> <strong>Hajian<\/strong>,&nbsp;<em>Simultaneous Discrimination Prevention and Privacy Protection in Data Publishing and Mining.<\/em>&nbsp;PhD in Philosophy of Computer Science.&nbsp;Universitat Rovira i Virgili, Department&nbsp;of Computer Engineering and Mathematics.&nbsp;Advisors:&nbsp;&nbsp;Dr. Josep Domingo-Ferrer and Dr. Dino Pedreschi. July, 2013.<\/li><li>[2012] <strong>Rolando<\/strong> <strong>Trujillo-Rasua<\/strong>,&nbsp;<em>Privacy&nbsp;in RFID and Mobile Objects.<\/em>&nbsp;PhD in Philosophy of Computer Science.&nbsp;Universitat Rovira i Virgili, Department&nbsp;of Computer Engineering and Mathematics. Advisors: Dr. Agusti&nbsp;Solanas and Dr. Josep Domingo-Ferrer. April, 2012.<\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ph.D Theses [2021-2024] Luca Corbucci, In Progress, Ph.D in Computer Science, University of Pisa. [2021-2024] Costanza Alfieri, In Progress, (co-supervision&hellip;<\/p>\n<p><a class=\"btn btn-dark btn-sm unipi-read-more-link\" href=\"https:\/\/pages.di.unipi.it\/amonreale\/research\/supervising\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":161,"featured_media":0,"parent":21,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-42","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pages.di.unipi.it\/amonreale\/wp-json\/wp\/v2\/pages\/42","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pages.di.unipi.it\/amonreale\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pages.di.unipi.it\/amonreale\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pages.di.unipi.it\/amonreale\/wp-json\/wp\/v2\/users\/161"}],"replies":[{"embeddable":true,"href":"https:\/\/pages.di.unipi.it\/amonreale\/wp-json\/wp\/v2\/comments?post=42"}],"version-history":[{"count":34,"href":"https:\/\/pages.di.unipi.it\/amonreale\/wp-json\/wp\/v2\/pages\/42\/revisions"}],"predecessor-version":[{"id":157,"href":"https:\/\/pages.di.unipi.it\/amonreale\/wp-json\/wp\/v2\/pages\/42\/revisions\/157"}],"up":[{"embeddable":true,"href":"https:\/\/pages.di.unipi.it\/amonreale\/wp-json\/wp\/v2\/pages\/21"}],"wp:attachment":[{"href":"https:\/\/pages.di.unipi.it\/amonreale\/wp-json\/wp\/v2\/media?parent=42"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}