Foto del docente

Saverio Ranciati

Professore associato

Dipartimento di Scienze Statistiche "Paolo Fortunati"

Settore scientifico disciplinare: STAT-01/A Statistica

Didattica

Ultime tesi seguite dal docente

Tesi di Laurea

  • Analisi statistica delle prestazioni sportive della Virtus Segafredo Bologna
  • Binary Classification Models for PCOS Diagnosis and ICU Patient Survival Prediction: A Performance Comparison
  • Data-Driven Prediction of Market Values and Transfer Fees of Football Players
  • Improving the Performance of Supervised Learning Models for Credit Scoring
  • Intelligent Search algorithms for solving complex games: the Rubik's case
  • Modelling Latent Heterogeneity Using Dirichlet Process Prior Regression
  • The Role of Erasmus in Students' Academic and Personal Development: A Statistical Analysis

Tesi di Laurea Magistrale

  • Credit Score Prediction: Machine Learning Approaches to Assess Default Risk in Banks
  • Credit Scoring and Machine Learning: A Practical Application in Credit Risk Analysis
  • Forecasting model of Bitcoin stock market prices based on Principal Component Analysis and Neural Networks
  • Graph-based Imputation and Smoothing for Forecasting with Missing Data: A Deep Learning Approach
  • Improved Collaborative Filtering Recommendation Systems in Music
  • Rent price prediction in Italy for 2023 using machine learning

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