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Keyword: MACHINE LEARNING, ARTIFICIAL NEURAL NETWORKS

AI-based radiomics for glioma diagnosis  DI CATALDO SANTA  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
AI-powered Framework for Emotion Recognition from Basic Facial Expressions  OLMO GABRIELLA  DAUIN - GR-19 - SYSTEM BIOLOGY GROUP - SYSBIO
azienda TESI AZIENDA Advanced Machine Learning techniques for food classification  ALIBERTI ALESSANDRO  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  EDA Group  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
azienda TESI AZIENDA Advanced Natural Language Processing (i.e. ChatGPT) for The Moka Project  ALIBERTI ALESSANDRO  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  EDA Group  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
azienda TESI AZIENDA Advanced Natural Language Processing (i.e. ChatGPT) for user content generation  ALIBERTI ALESSANDRO  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  EDA Group  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
azienda TESI AZIENDA Advanced Natural Language Processing-based (es. ChatGPT) virtual assistant for Machine Learning scenarios  ALIBERTI ALESSANDRO  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  EDA Group  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
azienda TESI AZIENDA Advanced network analysis techniques and self-learning for recognition of network traffic anomalies.  ALIBERTI ALESSANDRO  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  EDA Group  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Adversarial learning for robust multiclass classification by learning mappings onto target Gaussian distributions  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
azienda TESI AZIENDA Audio Synthetic Data for Machine Learning  RIENTE FABRIZIO  VLSILAB (VLSI theory, design and applications)
Creation of a visual monitoring system for the electrical/energy variables of the PoliTO photovoltaic generators.  CIOCIA ALESSANDRO  FERRERO RENATO  MONTRUCCHIO BARTOLOMEO  SPERTINO FILIPPO  SOLAR
Crypto Antifraud Bitcoin transaction analysis with Machine learning  PASERO EROS GIAN ALESSANDRO  RANDAZZO VINCENZO  Neuronics (Artificial Neural Networks)
Dati elettromiografici (EMG) per monitoraggio dei disturbi del sonno  OLMO GABRIELLA  DAUIN - GR-19 - SYSTEM BIOLOGY GROUP - SYSBIO
Deep neural networks for speaker and language recognition  CUMANI SANDRO  DAUIN - GR-17 - SPEECH RECOGNITION GROUP - SRG
Deep neural networks for speaker recognition  CUMANI SANDRO  DAUIN - GR-17 - SPEECH RECOGNITION GROUP - SRG
Deep neural networks for speaker recognition  CUMANI SANDRO  DAUIN - GR-17 - SPEECH RECOGNITION GROUP - SRG
Design of a digital twin of an electrical drive using Machine Learning  PASERO EROS GIAN ALESSANDRO  RANDAZZO VINCENZO  Neuronics (Artificial Neural Networks)
azienda TESI AZIENDA Development of a machine learning-based system for image segmentation applied to automatic damage detection on bodywork  RANDAZZO VINCENZO  Neuronics (Artificial Neural Networks)
Domain expert-inspired segmentation deep learning algorithms on medical images  APILETTI DANIELE  DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM
azienda TESI AZIENDA ECG signal denoising method based on deep convolutional network  ALIBERTI ALESSANDRO  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  EDA Group  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Evaluation of smart speakers' vulnerability to sound-squatting using quasi-homophones  MELLIA MARCO  SmartData@PoliTO  Telecommunication Networks Group
Forecasting of photovoltaic power production and energy load  PASERO EROS GIAN ALESSANDRO  RANDAZZO VINCENZO  Neuronics (Artificial Neural Networks)
Homographic squatting generation made possible  MELLIA MARCO  SmartData@PoliTO  Telecommunication Networks Group
Innovative recurrent neural networks training algorithms: application to system identification and control od dynamical systems  FOSSON SOPHIE  REGRUTO TOMALINO DIEGO  DAUIN - GR-20 - SYSTEM IDENTIFICATION & CONTROL - SIC
Interconnect congestion analysis for artificial intelligence algorithms accelerated on FPGAs  LAVAGNO LUCIANO  microelettronica
azienda TESI AZIENDA Investigation of Advanced Machine Learning techniques for route optimization and planning  ALIBERTI ALESSANDRO  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  EDA Group  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
azienda TESI AZIENDA LIS 2 Speech: translation of Italian sign language to text  MORISIO MAURIZIO  DAUIN - GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG
LLM-enhanced Retrieval for Data Analytics  APILETTI DANIELE  DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM
azienda TESI AZIENDA Machine Learning and data fusion of physiological signals for assessing a subject's stress level and cognitive load  DEMARCHI DANILO
azienda TESI AZIENDA Machine Learning for Diagnosing SARS/CoV2 from the Analysis of Patients' Exhalations  SQUILLERO GIOVANNI  DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD
Machine Learning techniques for Positioning, Navigation and Timing in IoT devices  JAHIER PAGLIARI DANIELE  MINETTO ALEX  Navigation Signal Analysis and Simulation group (NavSAS)
Machine learning based stem impedance data analysis for irrigation scheduling  DEMARCHI DANILO  GARLANDO UMBERTO  VLSILAB (VLSI theory, design and applications)
Machine learning for factory optimization  PASERO EROS GIAN ALESSANDRO  RANDAZZO VINCENZO  Neuronics (Artificial Neural Networks)
azienda TESI AZIENDA Machine learning techniques to prevent natural disaster by monitoring environmental changes in Earth observation  ALIBERTI ALESSANDRO  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Mathematics of machine learning  TRAPASSO SALVATORE IVAN
Multi-view Classification Using an Autonomous Driving Simulator  CERQUITELLI TANIA  CHIASSERINI CARLA FABIANA  Telecommunication Networks Group
Neural networks resilient to memory faults  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
azienda TESI AZIENDA Object classification in images from industrial processes  MORISIO MAURIZIO  DAUIN - GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG
azienda TESI AZIENDA Proba-V super-resolution in combination with Sentinel-2  MAGLI ENRICO  CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING  ICT4SS - ICT FOR SMART SOCIETIES  Image Processing Lab (IPL)
azienda TESI AZIENDA Real time object detection/tracking and video indexing  MORISIO MAURIZIO  DAUIN - GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG
Renewable Energy, Machine Learning  MEO MICHELA  ICT4SS - ICT FOR SMART SOCIETIES  Telecommunication Networks Group
esteroTESI ALL'ESTERO Representation learning for Whole Histological Slide Imaging  DI CATALDO SANTA  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
azienda TESI AZIENDA Reverse engineering of industrial plants through network traffic analysis.  ALIBERTI ALESSANDRO  PATTI EDOARDO  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  EDA Group  ELECTRONIC DESIGN AUTOMATION - EDA  Energy Center Lab  GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA  ICT4SS - ICT FOR SMART SOCIETIES
Risk stratification in Brugada syndrome through Machine Learning  PASERO EROS GIAN ALESSANDRO  RANDAZZO VINCENZO  Neuronics (Artificial Neural Networks)
azienda TESI AZIENDA SINTETIC SEISMIC signals by GNENERATIVE ADVERSARIAL NETWORK WITH GATED CONVOLUTIONAL NEURAL NETWORK STRUCTURE  MARANO GIUSEPPE CARLO
Self Organizing Networks: feasibility study of a predictive system  VISINTIN MONICA
Self-Supervised Incremental Learning for Microsensors in the Field  LAVAGNO LUCIANO  LAZARESCU MIHAI TEODOR  Microelectronics  Sensing and processing
esteroTESI ALL'ESTERO Self/weakly-supervised learning to improve Renal Cancer subtyping  DI CATALDO SANTA  DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA
Signal Processing and Image Classification via Bio-inspired Hopfield-based Associative Networks  STIEVANO IGOR SIMONE  TRINCHERO RICCARDO  EMC Group (Electromagnetic Compatibility)
Smart crawler for Telegram Channels  MELLIA MARCO  VASSIO LUCA  DATABASE AND DATA MINING GROUP - DBDM  SmartData@PoliTO  Telecommunication Networks Group
azienda TESI AZIENDA Social network analysis applied to football matches using video analysis  MORISIO MAURIZIO  DAUIN - GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG
Study of a photonic circuit on silicon photonics for neuromorphic computing  BARDELLA PAOLO  CARENA ANDREA  Microwaves and Optoelectronics Group
azienda TESI AZIENDA Sviluppo di modelli Machine Learning per l'efficientamento industriale  BERGAMASCO LUCA
Techniques for sensor drift compensation for micro neural processor implementation  LAVAGNO LUCIANO  LAZARESCU MIHAI TEODOR  Microelectronics  Sensing and processing
Use of Machine Learning algorithms for the optimization of the energy management of photovoltaic systems  LANZINI ANDREA  Energy Center Lab  M3ES
azienda TESI AZIENDA Video Synthetic Data for Machine Learning  RIENTE FABRIZIO  VLSILAB (VLSI theory, design and applications)


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