Argomenti di tesi proposti dal docente.
Ultime tesi seguite dal docente
Tesi di Laurea Magistrale
- 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
- 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
- Extracting information from documents using
Retrieval Augmented Generation (RAG) and
Large Language Models (LLM)
- 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
- 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
- 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
- Transformer models and text clustering: an approach based on quantized GPT-2