29 October 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

16 April 2019

• Sara Prone. A Big Data Solution for Silhouette Computation. Rel. Paolo Garza, Eliana Pastor. Politecnico di Torino, Master of science program in Computer Engineering, 2019
  

  

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• 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

18 December 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

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
  

  

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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

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
  

  

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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
  

  

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27 October 2023

• Alessio Vacca. Design and implementation of a Business Intelligence pipeline for Poste Italiane. Rel. Eliana Pastor. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023
  

  

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• Samuele Lo Truglio. From Analysis to Application: Employing AI to Enhance User Experience at ESA. Rel. Eliana Pastor, Mattia Stipa. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  

  

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• Nicola Maddalozzo. Methods and Measures for bias detection in natural language processing: A study on word embeddings and masked models. Rel. Eliana Pastor, Laura Alonso Alemany. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023
  

  

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15 December 2023

• Damiano Bonaccorsi. Speech-Text Cross-Modal Learning through Self-Attention Mechanisms. Rel. Eliana Pastor, Alkis Koudounas, Moreno La Quatra. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  

  

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11 April 2024

• Enrico Porcelli. Evaluation of the impact of the Multi-Head Attention algorithm in Music Source Separation. Rel. Eliana Pastor, Moreno La Quatra, Alkis Koudounas. Politecnico di Torino, Master of science program in Data Science And Engineering, 2024
  

  

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14 March 2025

• Maria Antonietta Longo. A Synthetic Data Generation Approach for Subgroup-Based Bias Mitigation in Structured Data. Rel. Eliana Pastor, Flavio Giobergia. Politecnico di Torino, Master of science program in Mathematical Engineering, 2025
  

  

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8 April 2025

• Davide Aimar. Comparative Study of Customer Segmentation Strategies Based on Business Analytics. Rel. Eliana Pastor. Politecnico di Torino, Master of science program in Engineering And Management, 2025
  

  

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• Elisea Maria Giusy Spataro. Dai modelli tradizionali al Data Mining: analisi del metodo di calcolo delle riserve in SIPCA ed esplorazione di approcci innovativi = From Traditional Models to Data Mining: Analysis of the Reserve Calculation Method in SIPCA and Exploration of Innovative Approaches. Rel. Eliana Pastor. Politecnico di Torino, Master of science program in Engineering And Management, 2025
• Nicolo' Antonio Fiore. Progettazione di un'infrastruttura automatizzata per i test di non regressione in eSolver, ERP di Sistemi S.p.A = Design of an Automated System for Regression Testing in ERP Software: The Case of eSolver by Sistemi S.p.A. Rel. Eliana Pastor. Politecnico di Torino, Master of science program in Engineering And Management, 2025
• Matteo Schiavone. Realizzazione di una soluzione per Data Analytics. Sviluppo di use case consultabili su una data platform unificata. = Implementation of a Data Analytics Solution: Development of Use Cases Accessible on a Unified Data Platform. Rel. Eliana Pastor. Politecnico di Torino, Master of science program in Engineering And Management, 2025
• Emanuele Disegna. Verso una gestione automatizzata della fatturazione elettronica: integrazione del machine learning nei sistemi informativi della Pubblica Amministrazione = Towards an automated management of electronic invoicing: integrating machine learning into the information systems of the Public Administration of Italy. Rel. Eliana Pastor, Maurizio Maffullo. Politecnico di Torino, Master of science program in Engineering And Management, 2025
  

  

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11 April 2025

• Gabriele Tomatis. Can you hear what I’ve learned? Explaining audio transformer-based models through embedding sonification. Rel. Eliana Pastor, Alkis Koudounas. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  

  

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• Leonardo Moraglia. Exploring incrementality in data subgroups for speech models. Rel. Eliana Pastor, Alkis Koudounas. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025
  

  

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25 July 2025

• Raul Gatto. Explainable AI for Speech Data: From words to phoneme. Rel. Eliana Pastor, Alkis Koudounas. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025
  

  

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10 October 2025

• Alessia Micelli. Cost Forecasting for Extended Warranty contracts Application to a real case study in the automotive sector. Rel. Eliana Pastor. Politecnico di Torino, Master of science program in Mathematical Engineering, 2025
• Martina Galfre'. Vendor Performance Tracking and Cancellation Prediction in Amazon’s Direct Fulfillment Operations. Rel. Eliana Pastor. Politecnico di Torino, Master of science program in Mathematical Engineering, 2025
  

  

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14 October 2025

• Antonino Pollio. Ottimizzazione della Gestione delle Scorte e del Riordino: Il Caso IGLM STORE = Optimization of Inventory and Replenishment Management: The Case of IGLM STORE. Rel. Eliana Pastor. Politecnico di Torino, Master of science program in Engineering And Management, 2025
  

  

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27 November 2025

• Costanza Moro. AI Guardrail per il PDCA: un framework per il monitoraggio e il miglioramento continuo delle soluzioni di Generative AI = AI Guardrail for PDCA: A Framework for the Monitoring and Continuous Improvement of Generative AI Solutions. Rel. Eliana Pastor, Davide Pietro Tucci. Politecnico di Torino, Master of science program in Engineering And Management, 2025
• Debora Scarzello. Il controllo di gestione attraverso piattaforme di Business Intelligence: analisi del caso relativo alla creazione di un processo di budgeting mediante il software Board = Management Control through Business Intelligence Platforms: A Case Analysis of the Implementation of a Budgeting Process Using Board Software. Rel. Eliana Pastor. Politecnico di Torino, Master of science program in Engineering And Management, 2025
  

  

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• Elisa De Leo. Migration and Cutover Strategy for Central Label Management in Clinical Trial Supply Chain. Rel. Eliana Pastor, Heldin Lee Höhener. Politecnico di Torino, Master of science program in Engineering And Management, 2025

12 December 2025

• Lucio Bellitto. Analysis and Modeling of a Heating, Ventilation and Air Conditioning (HVAC) system using Machine Learning. Rel. Eliana Pastor, Carlo Novara, David Costa, Alberto Farina. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2025
• Mohamad Samaei. Data Collection and Generation for Preference Alignment in Speech Language Models. Rel. Eliana Pastor, Alkis Koudounas. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025
  
• Vincenzo Montana. Human-Aligned Speech Language Models with Preference Alignment Data Collection. Rel. Eliana Pastor, Alkis Koudounas. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  
• Leone Fabio. Synthetic time series generation for reproducing driver behavior in Electric Vehicles. Rel. Eliana Pastor, Eleonora Poeta, Maria Camuglia. Politecnico di Torino, Master of science program in Computer Engineering, 2025

26 March 2026

• Carola Bringiotti. Business Intelligence for Competitive Pricing: Development of a Dynamic Dashboard for Retail on Amazon EU. Rel. Eliana Pastor. Politecnico di Torino, Master of science program in Engineering And Management, 2026
  

  

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27 March 2026

• Gabriele Raffaele. An End-to-End Pipeline for Synthetic Electric Vehicle Time-Series Generation. Rel. Eliana Pastor, Eleonora Poeta, Maria Camuglia. Politecnico di Torino, Master of science program in Computer Engineering, 2026
  
• Ilario Pajo. Optimization-Based MIMO Control for Automotive HVAC Unit. Rel. Stefano Alberto Malan, Eliana Pastor, David Costa, Alberto Farina. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2026
• Francesco Baracco. Valutazione del rischio di credito tramite modelli predittivi: il caso applicativo di una finanziaria captive nel settore automobilistico = Credit Risk Assessment through Predictive Models: the Case of a Captive Finance Company in the Automotive Sector. Rel. Danilo Giordano, Eliana Pastor. Politecnico di Torino, Master of science program in Computer Engineering, 2026