27 July 2017

Manoj Rollo. Influenze tra serie tv, le nuove tecnologie, il territorio e i contenuti generati dagli utenti. Un approccio pratico = Influences between tv series, new technologies, territory and user generated content. A practical approach. Rel. Elena Maria Baralis, Riccardo Antonio Silvio Antonino. Politecnico di Torino, Master of science program in Cinema And Media Engineering, 2017

26 October 2017

Eliana Pastor. Algorithms for interpretable machine learning. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2017

Andrea Pasini. Brain inspired Image Understanding. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2017

15 December 2017

Michael Wondimu Abegaz. Algoritmo di classificazione basato su Spark = A classification algorithm based on Spark. Rel. Elena Maria Baralis, Luca Cagliero, Paolo Garza. Politecnico di Torino, Master of science program in Computer Engineering, 2017

Flavio Giobergia. Data mining in the automotive industry for predictive maintenance. Rel. Elena Maria Baralis, Tania Cerquitelli, Letizia Tanca. Politecnico di Torino, Master of science program in Computer Engineering, 2017

20 April 2018

Riccardo Cappuzzo. Clustering of categorical data for anonymization and anomaly detection. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2018

Enrico Manenti. La Business Intelligence in Rai Pubblicità - Studio del framework di ETL e realizzazione del data model Qlik nell’ambito di un caso reale = Business Intelligence in Rai Pubblicità - Study of the ETL framework and implementation of the Qlik data model in the context of a real case. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Abdeljalil Hajjoubi. A Machine Learning approach to Predictive Control: study on a real industrial application. Rel. Elena Maria Baralis, Sophie Fosson, Rosaria Rossini. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Mariagrazia Rossi. Machine learning and data mining techniques for big retailer customer sales analysis and predictions. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2018

Roberto Fortino. Reengineering of a Big Data architecture for real-time ingestion and data analysis. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Marilisa Montemurro. Tools for Integrative Cancer Data Annotation: a Visual Mining Based Approach. Rel. Elena Maria Baralis, Alessandro Fiori. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Francesco Pierri. Towards automatic extraction of rules for complex event processing over event-based systems. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2018

26 July 2018

Massimo Piras. Detection of Suspicious Users Posting Claims about Cancer on Twitter. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Mario Amato. La Business Intelligence in Rai Pubblicità - Dashboard interattive e Chat Bot in Qlik Sense = Business Intelligence at Rai Pubblicità - Interactive dashboards and Chat Bots with Qlik Sense. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Giovanni Clemente Monna. MY-AIR Project: Study on Semantic Location and Activity Recognition Algorithms for iOS Systems. Rel. Giovanni Malnati, Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2018

21 September 2018

Moreno La Quatra. Active Learning for Semi-Automatic Dataset Labelization. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Carlo Ventrella. Data Science for Information Security with Open Source technologies. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Luca Di Maria. Studio e progettazione di algoritmi di analisi dei dati in ambito Internet of Things = Study and design of data analysis algorithms in the Internet of Things field. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2018

29 October 2018

Giuseppe Attanasio. Comparing time series and associative classification approaches to quantitative stock trading. Rel. Elena Maria Baralis, Luca Cagliero. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Michelangelo Matina. Data Analytics for the Automotive Industry: Predictive Maintenance. Rel. Elena Maria Baralis, Marco Mellia, Danilo Giordano, Eliana Pastor. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Alessandro Nicoletta. Image Processing and Machine Learning for Engine Fault Detection. Rel. Elena Maria Baralis, Andrea Pasini. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Matteo Arzani. Reingegnerizzazione di un applicativo web per la gestione di una Biobanca dati = Re-engineering of a web application for the management of a data biobank. Rel. Elena Maria Baralis, Alessandro Fiori. Politecnico di Torino, Master of science program in Computer Engineering, 2018

14 December 2018

Antonino Scalone. Caratterizzazione dei livelli di rischio di polizze assicurative mediante estrazione di regole di associazione = Characterization of the risk level of insurance policies by means of on association rule mining. Rel. Luca Cagliero, Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Maria Giovanna Cassese. Caratterizzazione e visualizzazione della conoscenza estratta da attestati di prestazione energetica rilasciati dalla Regione Piemonte = Characterization and visualization of knowledge extracted from energy performance certificates issued by Piedmont Region. Rel. Tania Cerquitelli, Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Francesca Cibrario. From Mineralogy to Petrography: Study on the Applicability of Machine Learning. Rel. Elena Maria Baralis, Andrea Pasini. Politecnico di Torino, Master of science program in Computer Engineering, 2018

Gianluca Pasciucco. Predizione del livello di rischio di polizze assicurative mediante tecniche di classificazione. Rel. Luca Cagliero, Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2018

17 December 2018

Fabio Bellotti. Caratterizzazione e visualizzazione delle prestazioni energetiche degli edifici a partire da dati open. Caso di studio: la città di Torino = Characterization and visualization of buildings energy performance starting from open data. Case study: the city of Turin. Rel. Tania Cerquitelli, Elena Maria Baralis. Politecnico di Torino, Master of science program in Engineering And Management, 2018

16 April 2019

Sergio Gentile. Classificazione di dati sbilanciati e validazione delle performance in un contesto reale. Rel. Elena Maria Baralis, Silvia Anna Chiusano, Luca Cagliero. Politecnico di Torino, Master of science program in Computer Engineering, 2019

Riccardo Calla'. Clustering algorithms for rock porosity categorization. Rel. Paolo Garza, Elena Maria Baralis, Andrea Pasini. Politecnico di Torino, Master of science program in Computer Engineering, 2019

Marco Mele. Lightweight Semantic Location and Activity Recognition on Android Smartphones with TensorFlow. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2019

Giuseppe Saitta. Machine Learning for Diesel After-Treatment Modeling. Rel. Elena Maria Baralis, Marco Mellia, Danilo Giordano, Eliana Pastor. Politecnico di Torino, Master of science program in Computer Engineering, 2019

Dario Giarratana. Machine Learning for Predictive Maintenance of Diesel Propulsion Systems. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2019

Federico Rizzo. Tecniche per l'analisi di dati mineralogici = Techniques for mineralogical data analysis. Rel. Paolo Garza, Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2019

Giulio Bonetto. Vehicle utilization analysis with data mining. Rel. Luca Cagliero, Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2019

26 July 2019

Domenico Giuseppe Gatto. Implementation of a data analysis tool, including data mining algorithms for advanced diagnostic purposes. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2019

25 October 2019

Edoardo Savini. An Exploration of Sarcasm Detection Using Deep Learning. Rel. Elena Maria Baralis, Cornelia Caragea. Politecnico di Torino, Master of science program in Computer Engineering, 2019

Alessandro Rennola. Semi-Supervised Machine Learning & Deep Learning Models in Crisis-Related Informativeness Classification. Rel. Elena Maria Baralis, Cornelia Caragea. Politecnico di Torino, Master of science program in Computer Engineering, 2019

18 December 2019

Marco Lentini. Analisi della qualità in tazza e manutenzione predittiva di macchine del caffè professionali. = Coffee brewed quality analysis and predictive maintenance of related professional machines. Rel. Elena Maria Baralis, Daniele Apiletti. Politecnico di Torino, Master of science program in Computer Engineering, 2019

Enrico Giuseppe Grasso. Clustering di serie storiche finanziarie = Clustering of historical stock prices series. Rel. Elena Maria Baralis, Luca Cagliero. Politecnico di Torino, Master of science program in Computer Engineering, 2019

Antonio La Macchia. Data Analysis for Predictive Maintenance in the Automotive Industry. Rel. Elena Maria Baralis, Danilo Giordano, Eliana Pastor, Flavio Giobergia. Politecnico di Torino, Master of science program in Computer Engineering, 2019

Giovanni Tomasino. Design of a knowledge management tool. Rel. Elena Maria Baralis, Moreno La Quatra. Politecnico di Torino, Master of science program in Computer Engineering, 2019

Samuele Battaglino. Generalized Principal Component Analysis Theory. Rel. Elena Maria Baralis, Erdem Koyuncu. Politecnico di Torino, Master of science program in Computer Engineering, 2019

Alessandro Chiotti. Industrial Data Analytics from IoT sensors: an explorative study on coffee machines. Rel. Elena Maria Baralis, Daniele Apiletti. Politecnico di Torino, Master of science program in Computer Engineering, 2019

Flavio Lorenzo. Techniques for trustworthy artificial intelligence systems in the context of a loan approval process. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2019

26 March 2020

Federico Brignone. AdaPro: algoritmo di clustering semi-supervisionato con selezione automatica degli iperparametri = AdaPro: a semi-supervised clustering algorithm with automatic hyperparameters tuning. Rel. Elena Maria Baralis, Paolo Garza, Andrea Pasini. Politecnico di Torino, Master of science program in Computer Engineering, 2020

Piero Macaluso. Deep Reinforcement Learning for Autonomous Systems. Rel. Elena Maria Baralis, Pietro Michiardi. Politecnico di Torino, Master of science program in Computer Engineering, 2020

Antonino Ventura. Estrazione di relazioni semantiche frequenti tra oggetti in immagini segmentate. Rel. Elena Maria Baralis, Andrea Pasini. Politecnico di Torino, Master of science program in Computer Engineering, 2020

28 July 2020

Luca Tomaino. Smart Manufacturing and Predictive Maintenance driven by Machine Learning. Rel. Danilo Giordano, Marco Mellia, Elena Maria Baralis. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2020

23 October 2020

Marcello Cannone. Explainable AI for Clustering Algorithms. Rel. Elena Maria Baralis, Eliana Pastor. Politecnico di Torino, Master of science program in Computer Engineering, 2020

Talaye Talakoobi. Solar Power Forecast Using Artificial Neural Network Techniques. Rel. Elena Maria Baralis, Massimiliano Melis. Politecnico di Torino, Master of science program in Computer Engineering, 2020

16 December 2020

Chiara Borsetto. A physiological characterization of motion sickness disease and a methodology to detect its arousal. Rel. Elena Maria Baralis, Silvia Anna Chiusano. Politecnico di Torino, Master of science program in Biomedical Engineering, 2020

18 December 2020

Francesco Perego. Prospects for Machine Learning pipelines in the Italian industry with a comparative analysis and implementation of frameworks on a case study. Rel. Elena Maria Baralis, Eliana Pastor. Politecnico di Torino, Master of science program in Computer Engineering, 2020

Andrea Detommaso. Semantics-Aware VQA, a scene-graph-based approach to enable commonsense reasoning. Rel. Elena Maria Baralis, Andrea Pasini. Politecnico di Torino, Master of science program in Computer Engineering, 2020

16 April 2021

Carmen Motta. Data exploration techniques for classification analysis. Rel. Elena Maria Baralis, Eliana Pastor. Politecnico di Torino, Master of science program in Computer Engineering, 2021

Lorenzo Vaiani. From Cluster Distributions Through Kernel Density Estimate to Driving Behaviour Scores: A Complete Data Science Pipeline. Rel. Luca Cagliero, Elena Maria Baralis, Giuseppe Attanasio. Politecnico di Torino, Master of science program in Computer Engineering, 2021

Giulio Bagnoli. Modeling Common Driver Behaviours on Vehicular Data: A Clustering Approach. Rel. Luca Cagliero, Elena Maria Baralis, Giuseppe Attanasio. Politecnico di Torino, Master of science program in Computer Engineering, 2021

5 October 2021

Gianluigi Lopardo. Explainable AI for business decision-making. Rel. Elena Maria Baralis, Frédéric Precioso, Damien Garreau, Greger Ottosson. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021

26 October 2021

Matilde Pulidori. Design and Implementation of an application Data Lake to support Repair Process in Baker Hughes. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Computer Engineering, 2021

17 December 2021

Matteo Stoisa. Autonomous Lunar Lander, Deep Reinforcement Learning for Control application. Rel. Elena Maria Baralis, Lorenzo Feruglio, Mattia Varile, Luca Romanelli. Politecnico di Torino, Master of science program in Computer Engineering, 2021

Alkis Koudounas. NN-based approach for Object Detection and 6DoF Pose Estimation with ToF Cameras in Space. Rel. Elena Maria Baralis, Andrea Merlo. Politecnico di Torino, Master of science program in Computer Engineering, 2021

13 April 2022

Giulio Alfarano. Detecting fake news using Natural Language Processing. Rel. Elena Maria Baralis, Rapahel Troncy. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022

Christian Vincenzo Traina. Explaining bias in modern Deep Language Models. Rel. Elena Maria Baralis, Giuseppe Attanasio. Politecnico di Torino, Master of science program in Computer Engineering, 2022

Giovanni Cioffi. Hybrid Movie Recommender System using NLP techniques for items' features generation. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022

Armando La Rocca. Super Resolution on Sentinel-2 RGB images using Deep Learning algorithms. Rel. Elena Maria Baralis, Lorenzo Feruglio, Luca Manca, Mattia Varile. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022

Vittorio Pipoli. Tranformer-based architectures for long biological sequences. Rel. Elena Maria Baralis, Elisa Ficarra, Marta Lovino, Giuseppe Attanasio. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022

29 July 2022

Alessandro Nicolini. An automated method for image classification by selecting important regions applied to a high-resolution meteor imagery dataset: a path to real-time meteor classification. Rel. Elena Maria Baralis, Andrea Novati, Daniele Gardiol. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022

28 October 2022

Gabriele Garofalo. Machine learning for performance forecast based on CPU/Memory heap data flow and backend usage for anomaly detection. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2022

20 December 2022

Francesco De Santis. Data driven study for optimization of industrial production. Rel. Danilo Giordano, Elena Maria Baralis, Marco Mellia. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022

Alessandro Rigoli. Legal Entity Disambiguation For Financial Crime Forensics. Rel. Danilo Giordano, Elena Maria Baralis, Jacopo Fior. Politecnico di Torino, Master of science program in Computer Engineering, 2022

Vito Palmisano. Responsible Artificial Intelligence for Critical Decision-Making Support: A Healthcare Scenario. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022

28 July 2023

Giuseppe Concialdi. Ainur: Enhancing Vocal Quality through Lyrics-Audio Embeddings in Multimodal Deep Music Generation. Rel. Elena Maria Baralis, Eliana Pastor, Alkis Koudounas. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023

15 December 2023

Jacopo De Cristofaro. Cluster Analysis of Financial Transaction Data. Rel. Elena Maria Baralis, Flavio Giobergia. Politecnico di Torino, Master of science program in Computer Engineering, 2023

Omar Andres Ormachea Hermoza. Transfer Learning in NLP for classification of chat messages. Rel. Elena Maria Baralis, Lorenzo Vaiani. Politecnico di Torino, Master of science program in Computer Engineering, 2023

26 July 2024

Claudio Savelli. Bad Teaching in Machine Unlearning with Similarity-based Sampling. Rel. Flavio Giobergia, Elena Maria Baralis. Politecnico di Torino, Master of science program in Data Science And Engineering, 2024

31 October 2024

Antonio Dal Maso. MID: A New Strategy for Learning Optimal Decision Trees on Continuous Data. Rel. Elena Maria Baralis, Siegfried Nijssen. Politecnico di Torino, Master of science program in Data Science And Engineering, 2024

Stefano Chiartano. Word Embedding applications for Anomaly Detection in financial data. Rel. Flavio Giobergia, Elena Maria Baralis, Danilo Giordano. Politecnico di Torino, Master of science program in Data Science And Engineering, 2024

12 December 2025

Teresa Argnani. Retrieval-Augmented Generation for Technical Documentation: a Domain-Specific Chatbot for Firmware Manuals. Rel. Elena Maria Baralis. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025