Dissertation topics suggested by the teacher.
Recent dissertations supervised by the teacher.
First cycle degree programmes dissertations
- Ottimizzazione dinamica del portafoglio tramite agenti di Deep Reinforcement Learning per una gestione risk-aware
Second cycle degree programmes dissertations
- A clustering aggregation algorithm on neutral-atoms and annealing quantum processors
- A Comparative Study of Machine Learning Models for Breast Cancer Diagnosis from Mammogram Images: Supervised vs Self-Supervised Approaches
- A strategy for efficient matching and bootstrapping in a Target Trial Emulation framework
- Advancements in medical image segmentation: a deep
learning approach to melanoma detection
- Analytics Engineering in a Modern Data Team
- Anomaly Detection: A Case Study in Transactional Data Analysis
- Assessing and Mitigating Skin–Tone Bias in Facial Emotion Recognition
- Automating Email Classification for INFN CNAF
User Support Using Machine Learning
- Benchmarking of D-Wave's and IBM's devices on known Quantum solutions to NP-complete problems
- Development and validation of a prediction algorithm to raise the suspect of ovarian cancer in primary care
- Development of a Fraud Monitoring and Detection System based on the Analysis and Application of Machine Learning Models for Audio Transcription and Anomaly Detection
- Enhancing Acute Lymphoblastic Leukemia Image Classification with Explainable AI and Uncertainty Quantification
- Enhancing Automatic Editing with Machine Learning: A Collaboration with Statistics Netherlands for Business Survey Statistics
- Evaluating BERT and SciBERT on AI Scientific Abstracts: The Impact of Domain-Specific Continued Pre-Training on Topic Classification
- Extracting information from documents using
Retrieval Augmented Generation (RAG) and
Large Language Models (LLM)
- From Data Integration to Insights: Building a Sales Dashboard for a Metallurgy Company
- generative ai and automatic tagging: an efficient
approach to advertisement matching
- input and output validation for llm and rag systems: a case study on job posting generation
- Interpretability of neural networks in the context of official statistics: an application with ISTAT data
- Knowledge Graph-based RAG: text-to-Cypher Models Comparison
- League of Legends Oracle: Advanced Analytics to Predict Match Outcomes
- Machine Learning applications in the automotive industry
- Multimodal Deep Learning for Medical Imaging: A Survey and A New Approach to Brain Tumor Segmentation with Incomplete Data
- Performing anomaly detection on logs from an analytical platform
- Research on a Short Video Recommendation Algorithm Based on the Spark Platform
- Retail Analytics using Machine Learning and Microsoft Fabric
- Revolutionizing Business Strategy Application: Generative AI for SQL Mapping on GA4 Data
- Time Series Forecasting with Deep Learning: A Business Case on UnipolMove Sales
- Transformer models and text clustering: an approach based on quantized GPT-2
- VMRA-MaR: An Asymmetry-Aware Temporal Framework for Longitudinal Breast Cancer Risk Prediction
