Dissertation topics suggested by the teacher.
Recent dissertations supervised by the teacher.
First cycle degree programmes dissertations
- Anomaly prediction with Temporal Convolutional Networks and Data Augmentation in High Performance Computing systems
Second cycle degree programmes dissertations
- A Deep Learning approach for predicting COSMO-Model's execution time
- A study on Automatic Lyrics Transcription and Synchronization using an end-to-end Automatic Speech Recognition architecture
- Analisi di dati e sviluppo di modelli predittivi per sistemi di saldatura
- Analysis of song lyrics' writing style for practical applications using machine learning
- Anomaly detection su turbine eoliche tramite deep autoencoder
- Anomaly Prediction in Production Supercomputer with Convolution and Semi-supervised autoencoder
- Automated Configuration of Offline/Online Algorithms: an Empirical Model Learning Approach
- Domain Adaptation and Fusion for Domain-Specific Traffic Sign Detection
- Fault Detection in Industry 4.0 with Deep Learning Approaches
- Integration of Local and Aggregated Optimization for the Virtual Management of Distributed Energy Resources
- Lyrics Instrumentalness: An Automatic System for Vocal and Instrumental Recognition in Polyphonic Music with Deep Learning
- Progettazione ed implementazione di una control room real time per i servizi di raccolta di una multiservizi
- Realizzazione di un sistema per l'estrazione di articoli scientifici in base a query utente in linguaggio naturale
- Robust optimization models for the characterization of
customer flexibility: a case study on Virtual Power Plants.
- Time series forecasting for smart waste management
- Towards predictive maintenance in High Performance Computing using Deep autoencoder networks: a preliminary study on Marconi100 supercomputer
- Tree ensemble methods for Predictive Maintenance: a case study
