Foto del docente

Stefano Lodi

Professore associato confermato

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: IINF-05/A Sistemi di elaborazione delle informazioni

Didattica

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

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