Politecnico di Torino | Servizi per la didattica

KEYWORD

Keyword: MACHINE LEARNING

TESI AZIENDA Development of advanced BMS algorithms with integration of machine learning and/or artificial intelligence CARELLO MASSIMILIANA 27- Veicoli innovativi elettrici e ibridi

TESI AZIENDA Integrating large-scale language models with knowledge graph to create natural language processing based biomedical tools VETRO' ANTONIO DAUIN - GR-22 - Nexa Center for Internet & Society - NEXA

Scientific Machine Learning method for building energy conspumtion BOTTACCIOLI LORENZO DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA Energy Center Lab GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

A deep learning algorithm to segment colon cancer on CT images ROSATI SAMANTA Biolab: Ingegneria Biomedica

A radio-pathomics AI-based biomarker to predict pathological response in patients with rectal cancer. ROSATI SAMANTA Biolab: Ingegneria Biomedica

AI-Enabled Framework for Smart Semiconductor Manufacturing DI CATALDO SANTA VINCO SARA DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

TESI AZIENDA AI-based Cyber Attack Detection for Connected Vehicles LAVAGNO LUCIANO Microelectronics

Acceleration of software applications via High-Level Synthesis for FPGAs LAVAGNO LUCIANO LAZARESCU MIHAI TEODOR microelettronica

TESI AZIENDA Advanced people counting systems (Dropper) CASETTI CLAUDIO ETTORE GIACCONE PAOLO Telecommunication Networks Group

TESI ALL'ESTERO Advancement of Optical Motion Magnification for Vibration-based Assessment of Hydropower Systems CIVERA MARCO SURACE CECILIA

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)

TESI ALL'ESTERO Algoritmi computazionali avanzati per tecniche di imaging inverso (borse di ricerca disponibili per finanziare studenti dalle performance accademiche eccellenti) ANDRIULLI FRANCESCO PAOLO Applied Electromagnetics

Algoritmi per l'adattamento fonetico dei modelli nell'ambito del riconoscimento del parlatore LAFACE PIETRO SPEECH RECOGNITION GROUP - SRG

Algoritmi per l'addestramento di reti neurali di tipo Deep Belief Network per il riconoscimento del parlatore LAFACE PIETRO SPEECH RECOGNITION GROUP - SRG

TESI AZIENDA Ambient Quality ALBERTENGO GUIDO Telecommunication Networks Group

Analisi dei contenuti audio per la generazione di effetti video in tempo reale SERVETTI ANTONIO INTERNET MEDIA GROUP - IMG

Analysis and Correlation of Behaviour on Online Social Networks TREVISAN MARTINO VASSIO LUCA SmartData@PoliTO Telecommunication Networks Group

Analysis of imaging features through digital pathology and 2D and 3D in vitro models to extract a predictive signature of tissue fluidification and the outcome of breast carcinoma ROSATI SAMANTA Biolab: Ingegneria Biomedica

TESI AZIENDA Application of machine learning techniques to aerodynamic optimization of missile configurations BERRONE STEFANO Analisi numerica e calcolo scientifico

Applicazione di tecniche di Machine Learning nell'ambito di applicazioni fluidodinamiche PIERACCINI SANDRA

Artificial Inteliges algorithms for optimizing heating and cooling energy consumption in buildings. BOTTACCIOLI LORENZO DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA Energy Center Lab GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

Artificial Intelligence and Machine Learning Applications to experimental weigh-in-motion data recorded on the A3 Highway (Naples-Pompei-Salerno). CIVERA MARCO

TESI AZIENDA Artificial Intelligence-assisted coverage closure for functional hardware verification LAVAGNO LUCIANO Microelectronics

Artificial Intelligence-based assessment of the resilience and seismic vulnerability of infrastructures at a network level CIVERA MARCO DE BIAGI VALERIO

Artificial intelligence for the estimation of web browsing QoE MELLIA MARCO TREVISAN MARTINO SmartData@PoliTO Telecommunication Networks Group

TESI AZIENDA Audio Synthetic Data for Machine Learning RIENTE FABRIZIO VLSILAB (VLSI theory, design and applications)

TESI ALL'ESTERO Automated Internal Inspection of Wind Turbine Blades Using Computer Vision and Machine Learning Techniques CIVERA MARCO SURACE CECILIA

Automatic classification of healthy / diseased plants using multispectral images ARDITO LUCA MORISIO MAURIZIO GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG

Automatic classification of images of food BOTTINO ANDREA MORISIO MAURIZIO GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG

Automatic point cloud modeling for scan-to-BIM BOTTACCIOLI LORENZO DEL GIUDICE MATTEO LINGUA ANDREA MARIA Geomatics Lab drawing TO the Future

Available thesis list BOTTINO ANDREA CAPUTO BARBARA DAUIN - GR-02 - COMPUTER GRAPHIC AND VISION GROUP - CGVG

TESI AZIENDA Bigdata and extreme scale analysis with CPU intensive applications acceleration on FPGA/GPU architecture in cybersecurity techniques. MELLIA MARCO SmartData@PoliTO Telecommunication Networks Group

Building behaviour forecasting feeding ML with simulated and monitored data CHIESA GIACOMO ETD

Caratterizzazione dei volumi prostatici su immagini TC BALESTRA GABRIELLA ROSATI SAMANTA Biolab: Ingegneria Biomedica

Caratterizzazione dell'aggressività di tumori prostatici su immagini MRI BALESTRA GABRIELLA ROSATI SAMANTA Biolab: Ingegneria Biomedica

Cellular Networks and Machine Learning MEO MICHELA ICT4SS - ICT FOR SMART SOCIETIES Telecommunication Networks Group

Classification of music tracks based on machine learning PONCINO MASSIMO GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

Clustering webpages for realistic experiments GIORDANO DANILO TREVISAN MARTINO VASSIO LUCA SmartData@PoliTO Telecommunication Networks Group

Clustering webpages for realistic experiments on the Internet TREVISAN MARTINO VASSIO LUCA SmartData@PoliTO Telecommunication Networks Group

Comparative analysis of innovative neural networks techniques for time series forecasting ACQUAVIVA ANDREA PATTI EDOARDO ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

Computational Intelligence for Electrical Machine design in automotive environment REPETTO MAURIZIO SOLIMENE LUIGI CADEMA

TESI ALL'ESTERO Computer Vision (YOLOv5) and Python for image-based damage detection in bridges CIVERA MARCO SURACE CECILIA

Connected vehicles: distributed machine learning in the vehicle-edge-cloud continuum CASETTI CLAUDIO ETTORE CHIASSERINI CARLA FABIANA Telecommunication Networks Group

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

Deep Learning Architecture Designer System Using Visual Blocks for User-Friendly Model Creation DE RUSSIS LUIGI DAUIN - GR-10 - Intelligent and Interactive Systems - e-LITE

Deep Learning System to Characterize Scholars using Scientific Papers MORISIO MAURIZIO GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG

Deep Learning for DNA Analysis SQUILLERO GIOVANNI DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD

Deep Learning for the analysis and prediction of visitors flows (𝓐𝓡𝓣ificial Intelligence) SQUILLERO GIOVANNI DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD

Deep Learning techniques for profiled Side-Channel Analysis - Attacks and Countermeasures PRINETTO PAOLO ERNESTO GR-21 - TESTGROUP - TESTGROUP

Deep learning 3D facial reconstruction framework for prosthetic rehabilitation. DI CARLO STEFANO SAVINO ALESSANDRO SYSTEM BIOLOGY GROUP - SYSBIO

Deep neural networks approaches for speaker and language recognition CUMANI SANDRO DAUIN - GR-17 - SPEECH RECOGNITION GROUP - SRG

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-learning for the analysis of proprioceptive and postural rehabilitation data BENSO ALFREDO GR-19 - SYSTEM BIOLOGY GROUP - SYSBIO

Deltaradiomica su immagini CT del fegato: valutazione delle variazioni delle features nel tempo per la predizione della risposta alla terapia ROSATI SAMANTA Biolab: Ingegneria Biomedica

Design and development of a semantic search engine for videolectures CAGLIERO LUCA FARINETTI LAURA DATABASE AND DATA MINING GROUP - DBDM GR-10 - Intelligent and Interactive Systems - e-LITE

Design and development of a simulator of human behaviors BOTTACCIOLI LORENZO PATTI EDOARDO ELECTRONIC DESIGN AUTOMATION - EDA Energy Center Lab GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

Design and development of a simulator to mimic human behaviors in urban mobility BOTTACCIOLI LORENZO PATTI EDOARDO ELECTRONIC DESIGN AUTOMATION - EDA Energy Center Lab GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

TESI AZIENDA Design and development of algorithms for noise reductions and automatic segmentation of tissues in ultrasound images DI CATALDO SANTA PATTI EDOARDO DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

TESI AZIENDA Design and development of machine learning models to analyze clinical images for early diagnosis diseases DI CATALDO SANTA PATTI EDOARDO DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

Design and implementation of a Multi-agent System running Machine-Learning tools (project: 𝓐𝓡𝓣ificial Intelligence) SQUILLERO GIOVANNI DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD

Design and implementation of a PRIVACY-PRESERVING PERSONAL DATA SAFE MELLIA MARCO SmartData@PoliTO Telecommunication Networks Group

Design and implementation of a software platform to manage Artificial Neural Networks ACQUAVIVA ANDREA PATTI EDOARDO ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

TESI AZIENDA Design and prototyping of new Machine Learning algorithms for Predictive Maintenance purposes PATTI EDOARDO DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

Design and validation of a machine learning-based approach for the identification of curved trajectories during walking in healthy and pathological conditions AGOSTINI VALENTINA GHISLIERI MARCO Biolab: Ingegneria Biomedica

TESI AZIENDA Design of an application for patient monitoring, after coronary angioplasty AJMONE MARSAN MARCO GIUSEPPE VISINTIN MONICA SSPC Team

Detection e caratterizzazione di metastasi epatiche a partire da immagini TAC tramite metodi di classificazione o clustering BALESTRA GABRIELLA ROSATI SAMANTA Biolab: Ingegneria Biomedica

Detection of muscle activity after Anterior Cruciate Ligament (ACL) reconstruction: analysis of landing tasks AGOSTINI VALENTINA GHISLIERI MARCO Biolab: Ingegneria Biomedica

Development of Aeroelastic and Structural models through Machine Learning FILIPPI MATTEO PETROLO MARCO 26- MUL2

TESI AZIENDA Development of a Proprietary AI Model for Road Element Detection: A Comparative Study with YOLO GARELLO ROBERTO

Development of a predictive algorithm for the patient's health wth a Acute Injury kidney CAUDA VALENTINA ALICE AA - Materials and Processes for Micro and Nano Technologies

Development of a recommender system based on Knowledge Graph (KG) and Graph Neural Networks (GNNs) VETRO' ANTONIO DAUIN - GR-22 - Nexa Center for Internet & Society - NEXA

Development of an App for proprioceptive evaluation BENSO ALFREDO GR-19 - SYSTEM BIOLOGY GROUP - SYSBIO

Development of an algorithm for the fantasy football game able to forecast the football players performance through machine learning techniques SANCHEZ SANCHEZ EDGAR ERNESTO GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD

Development of an innovative ML algortim for PWV measurement on single signal sampling site DEMARCHI DANILO MiNES (Micro&Nano Electronic Systems)

Digital Infrastructures and analytics for manufacturing VINCO SARA DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

TESI AZIENDA Digital reconstruction of Egyptian archeological remains in fragmentary state LAMBERTI FABRIZIO DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS

Digital strategy for the communication of Ellis (European Laboratory for Learning and Intelligent Systems) Network of Excellence GAY NICOLETTA TOMMASI TATIANA DAUIN - GR-23 - VANDAL - Visual and Multimodal Applied Learning Lab

Distributed machine learning on vehicles CASETTI CLAUDIO ETTORE GIACCONE PAOLO Telecommunication Networks Group

Domain expert-inspired segmentation deep learning algorithms on medical images APILETTI DANIELE DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM

Early detection of Defect in Industrial Production Line Through Data Analysis and Machine Learning Applications BARALIS ELENA MARIA GIORDANO DANILO MELLIA MARCO DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM

TESI AZIENDA EdTech: Development of Disciplinary Learning Paths with Machine Learning BENSO ALFREDO DAUIN - GR-19 - SYSTEM BIOLOGY GROUP - SYSBIO

TESI AZIENDA Edge AI for Inertial Measurement Unit (IMU) event classification LAVAGNO LUCIANO Microelectronics

TESI AZIENDA Edge AI: On Device Learning for Predictive Maintenance LAVAGNO LUCIANO Microelectronics

TESI AZIENDA Edge Performance Benchmarking for AI algorithms” LAVAGNO LUCIANO Microelectronics

Energy management for DSM in residential buildings: a comparative analysis of different solutions BOTTACCIOLI LORENZO PATTI EDOARDO ELECTRONIC DESIGN AUTOMATION - EDA Energy Center Lab GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

Enhancing Production Processes through AI and Machine Learning: A Stellantis Case Study in Industry 4.0 GIORDANO DANILO MELLIA MARCO DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM SmartData@PoliTO

Epigenetic mechanisms in cancer development BENSO ALFREDO DAUIN - GR-19 - SYSTEM BIOLOGY GROUP - SYSBIO

Evaluating similarity among music artists by means of social media profiling ROTTONDI CRISTINA EMMA MARGHERITA Telecommunication Networks Group

TESI AZIENDA Evaluation of features for the development of machine learning models for microprocessor performance screening CANTORO RICCARDO SQUILLERO GIOVANNI ELECTRONIC CAD & RELIABILITY GROUP - CAD

Evolutionary Approach for Core Knowledge in Artificial Intelligence QUER STEFANO SQUILLERO GIOVANNI DAUIN - GR-13 - METODI FORMALI - FM

Exit prediction for Privately Held Companies CALAFIORE GIUSEPPE CARLO SYSTEMS AND DATA SCIENCE - SDS

Experimental design/Machine learning methods in the energy field BELLA FEDERICO PUGLIESE DIEGO Electrochemistry Group @PoliTO

Exploration of machine learning algorithm for smart agriculture application DEMARCHI DANILO GARLANDO UMBERTO MARTINA MAURIZIO MiNES (Micro&Nano Electronic Systems)

TESI AZIENDA estero

TESI ALL'ESTERO Exploring Machine Learning techniques for Electronic Design Automation of AMS Integrated Circuits JAHIER PAGLIARI DANIELE DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

TESI AZIENDA Extraction and identification of information from Mass Spectra of the breath of patients infected with SARS-CoV-2 SQUILLERO GIOVANNI DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD

FPGA-based HW Design for Digital Signal Processing for Advanced Audio Beamforming RIENTE FABRIZIO TURVANI GIOVANNA VLSILAB (VLSI theory, design and applications)

TESI AZIENDA Face identification and body pose estimation for intelligent vehicle applications LAMBERTI FABRIZIO DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS

Federated learning in Tiny Machine-Learning PARESCHI FABIO SETTI GIANLUCA VLSI THEORY, DESIGN AND APPLICATIONS (VLSILAB)

Feeding Building forecasting models via hybrid simulated/measured database CHIESA GIACOMO ETD

Forecasting stock prices using real-time limit order book information CALAFIORE GIUSEPPE CARLO Systems and Data Science - SDS

TESI AZIENDA Gearbox failure modes, damage detection and classification: statistical models and machine learning standpoint GALETTO MAURIZIO GENTA GIANFRANCO Ingegneria della qualità

Generalizing Deep Reinforcement Learning for multi-DoF Robotic Grasping Across Objects CAMORIANO RAFFAELLO DAUIN - GR-23 - VANDAL - Visual and Multimodal Applied Learning Lab Humanoid Sensing and Perception (HSP) Group, Istituto Italiano di Tecnologia

Generative Methods to Enhance Creativity in User Interface Design DE RUSSIS LUIGI DAUIN - GR-10 - Intelligent and Interactive Systems - e-LITE

Hardware-based Machine Learning for Event-Based sEMG-based Gesture Recognition DEMARCHI DANILO MOTTO ROS PAOLO MiNES (Micro&Nano Electronic Systems)

How do quantum particles think? Physical principles of quantum machine learning GIROLAMI DAVIDE

How does a quantum computer think? Physical principles of quantum machine learning GIROLAMI DAVIDE

Human Activity Recognition Using Accelerometer Data From Cell Phones and Wearable Devices CALAFIORE GIUSEPPE CARLO SYSTEMS AND DATA SCIENCE - SDS

Identification of circuits and graphs via Artificial Intelligence and Machine Learning GRIVET TALOCIA STEFANO EMC Group (Electromagnetic Compatibility)

Implementation of an on-chip machine learning algorithm for stress and cognitive load analysis: computation cost and execution time analysis DEMARCHI DANILO

TESI ALL'ESTERO In flight drone noise modelling by machine learning methods AVALLONE FRANCESCO

TESI AZIENDA In line monitoring of welding processes for train industry by means of thermographic techniques with Machine Learning CURA' FRANCESCA MARIA SESANA RAFFAELLA THEXOR - DIMEAS

TESI AZIENDA In-browser ML for detection of phishing and other web threats MELLIA MARCO Telecommunication Networks Group

Individuazione del midollo attivo da immagini TC tramite tecniche di Machine Learning BALESTRA GABRIELLA ROSATI SAMANTA Biolab: Ingegneria Biomedica

TESI AZIENDA estero

TESI ALL'ESTERO Inference of network behavior with low-resource machine learning GIACCONE PAOLO Telecommunication Networks Group

TESI ALL'ESTERO Integrating simulations and Machine Learning for optimizing frontal photopolymerization SANGERMANO MARCO AA - Glasses, Ceramics and Composites

Intelligenza artificiale applicata alle immagini CT di tumori stromali gastrointestinali (GIST) ROSATI SAMANTA Biolab: Ingegneria Biomedica

Invisible monitoring: implementation of an FMCW radar imaging algorithm for motion classification DEMARCHI DANILO MOTTO ROS PAOLO MiNES (Micro&Nano Electronic Systems)

Irrelevant speech noise levels: what does it depend to? ASTOLFI ARIANNA TEBE

LLM-enhanced Retrieval for Data Analytics APILETTI DANIELE DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM

Leveraging Large Language Models for Interaction with Smart Environments DE RUSSIS LUIGI DAUIN - GR-10 - Intelligent and Interactive Systems - e-LITE

Leveraging Machine Learning Analytics for Intelligent Transport Systems Optimization in Smart Cities GIORDANO DANILO MELLIA MARCO VASSIO LUCA DATABASE AND DATA MINING GROUP - DBDM SmartData@PoliTO

Local-global correction of simplified EMA models using machine learning tools (SOM + ANN or response surfaces) DALLA VEDOVA MATTEO DAVIDE LORENZO MAGGIORE PAOLO 16-ASTRA: Additive manufacturing for Systems and sTRuctures in Aerospace

Low-cost temperature estimation based on machine learning techniques and Raspberry Pi SCANZIO STEFANO IEIIT/CNR COMPUTER ENGINEERING AND NETWORKS GROUP

Machine Learning Extreme Values of Insect Infestations in Hop Fields SQUILLERO GIOVANNI GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD

TESI AZIENDA Machine Learning Framework for Radio Access Network Slicing with UAV Base Stations CHIASSERINI CARLA FABIANA Telecommunication Networks Group

Machine Learning Techniques for Automating 3D BIM Modeling of Tunnels OSELLO ANNA PATTI EDOARDO DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA EDA Group ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

Machine Learning Techniques for Process Control in Mechanical Manufacturing JAHIER PAGLIARI DANIELE GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

Machine Learning Techniques for the Analysis and Prediction of Visitors Flows (𝓐𝓡𝓣ificial Intelligence) CUMANI SANDRO SQUILLERO GIOVANNI DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD

Machine Learning algorithms for the assessment of the fatigue response. PAOLINO DAVIDE SALVATORE TRIDELLO ANDREA 12-Meccanica dei materiali e delle giunzioni: modelli, fatica, impatto e prove

Machine Learning and Computer Aided Design CANTORO RICCARDO SQUILLERO GIOVANNI GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD

Machine Learning assisted fitting of VCSEL parameters BARDELLA PAOLO

Machine Learning for 5G/6G CHIASSERINI CARLA FABIANA Telecommunication Networks Group

Machine Learning for 5G/6G Mobile Networks CASETTI CLAUDIO ETTORE CHIASSERINI CARLA FABIANA Telecommunication Networks Group

Machine Learning for Automated Network Security Log Analysis MELLIA MARCO VASSIO LUCA DATABASE AND DATA MINING GROUP - DBDM SmartData@PoliTO TNG

Machine Learning for Quality of Experience of real time communications GARZA PAOLO MEO MICHELA Telecommunication Networks Group

Machine Learning for predicting energy generation MEO MICHELA VALLERO GRETA Telecommunication Networks Group

Machine Learning models for semiconductor production data analysis LAVAGNO LUCIANO Microelectronics

TESI AZIENDA estero

TESI ALL'ESTERO Machine Learning-Assisted Run-Time Power and Thermal Estimation in High-Performance Computing Processors JAHIER PAGLIARI DANIELE DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

Machine and Deep Learning for Disease Mapping JAHIER PAGLIARI DANIELE DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

Machine and Deep Learning methodologies for facial expression recognition, a comparison MARCOLIN FEDERICA STIEVANO IGOR SIMONE TRINCHERO RICCARDO VEZZETTI ENRICO 3d Lab EMC Group (Electromagnetic Compatibility)

Machine learning algorithms for global navigation satellite systems (GNSS) DOVIS FABIO LINTY NICOLA UMBERTO Navigation Signal Analysis and Simulation group (NavSAS)

Machine learning applications to structural monitoring of bridges DOMANESCHI MARCO

Machine learning approaches for the study of complex molecular systems PAVAN GIOVANNI MARIA COMPUTATIONAL PHYSICAL CHEMISTRY (CPC) LABORATORY

Machine learning based multimedia content analysis using hardware acceleration MASALA ENRICO INTERNET MEDIA GROUP - IMG

TESI AZIENDA Machine learning for anomalous detection of household appliances PATTI EDOARDO DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA Energy Center Lab GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

Machine learning in the batteries field BELLA FEDERICO Electrochemistry Group @PoliTO

Machine learning methodologies to asses debris extent after earthquake CIMELLARO GIAN PAOLO

Machine learning platform for smart agricolture RIENTE FABRIZIO TURVANI GIOVANNA VLSILAB (VLSI theory, design and applications)

Machine learning techniques for microwave brain stroke detection and classification CASU MARIO ROBERTO VIPIANA FRANCESCA Applied Electromagnetics VLSI THEORY, DESIGN AND APPLICATIONS (VLSILAB)

Machine learning techniques for microwave food contamination detection CASU MARIO ROBERTO VIPIANA FRANCESCA Applied Electromagnetics VLSI THEORY, DESIGN AND APPLICATIONS (VLSILAB)

TESI AZIENDA Machine learning techniques to evaluate the performance of drilling machines and supporting predictive maintenance through IoT RIZZO ALESSANDRO

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

Machine monitoring for predictive maintenance BRUNO GIULIA LOMBARDI FRANCO Gestione della conoscenza nello sviluppo prodotto/processo

TESI AZIENDA Management framework for Additive Manufacturing DI CATALDO SANTA PATTI EDOARDO DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

TESI AZIENDA Master Tehsis in a company_Development of a predictive algorithm for the patient's health wth a Acute Injury kidney under dialysis CAUDA VALENTINA ALICE AA - Materials and Processes for Micro and Nano Technologies

TESI AZIENDA Master Thesis in a company fora EU project_Development of a Artificial intelligence algorithm for the evaluation of metastasis development CAUDA VALENTINA ALICE AA - Materials and Processes for Micro and Nano Technologies

TESI AZIENDA Micromobility vehicles - Current regulatory framework and possible solutions to improve safety for the road user DIANA MARCO

Mining Micro Influencer from Social Media Post with NLP and Personality and Human Values Assessment ARDITO LUCA DAUIN - GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG

Mobile Testing Framework Exploiting Machine Learning and NLP ARDITO LUCA MORISIO MAURIZIO GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG

Modelling and optimization of industrial processes parameters through machine learning techniques ACQUAVIVA ANDREA MACII ENRICO ELECTRONIC DESIGN AUTOMATION - EDA

Molecular modeling of dynamic self-assembling materials with bioinspired properties PAVAN GIOVANNI MARIA COMPUTATIONAL PHYSICAL CHEMISTRY (CPC) LABORATORY

Motosport Data Analysis: applications of Machine Learning and Data Science techniques to improve race performance CHIUSANO SILVIA ANNA PERONI LORENZO DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM

Multi-agent algorithms for optimisation in Machine Learning TOSIN ANDREA Metodi e modelli matematici per sistemi complessi

Multimedia content recognition using machine learning MASALA ENRICO INTERNET MEDIA GROUP - IMG

Multiscale modelling and artificial intelligence for the digitalization of the pharmaceutical, food and personal-care industries BUFFO ANTONIO MARCHISIO DANIELE AA - Multiscale modelling for materials science and process engineering

TESI AZIENDA Named-Entity recognition engine for the extraction of trending topics VETRO' ANTONIO DAUIN - GR-22 - Nexa Center for Internet & Society - NEXA

TESI ALL'ESTERO Navigazione cerebrale: neuroimaging in tempo reale e feedback in realtà virtuale (borse di ricerca disponibili per finanziare studenti dalle performance accademiche eccellenti) ANDRIULLI FRANCESCO PAOLO Applied Electromagnetics

Neural networks resilient to memory faults MAGLI ENRICO CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING ICT4SS - ICT FOR SMART SOCIETIES Image Processing Lab (IPL)

TESI AZIENDA Non-Intrusive Load Monitoring for Energy Load Disaggregation MEO MICHELA Telecommunication Networks Group

Optimization of Deep Neural Networks through Innovative Neural Architecture Search Algorithms JAHIER PAGLIARI DANIELE DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

Optimizing batch normalization for small to medium batch sizes LAMBERTI FABRIZIO MORRA LIA DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS

TESI AZIENDA Ottimizzazione ed automazione dei processi di stampa 3D delle repliche anatomiche patient-specific BALESTRA GABRIELLA Biolab: Ingegneria Biomedica

Ottimizzazione piani per radioterapia BALESTRA GABRIELLA ROSATI SAMANTA Biolab: Ingegneria Biomedica

TESI AZIENDA People transit monitoring using WiFi and Bluetooth signals with AI support CASETTI CLAUDIO ETTORE GIACCONE PAOLO

TESI AZIENDA Permanent Magnet Synchronous Motor rotor temperature estimation BONFITTO ANGELO 17 - Progettazione di macchine rotanti e sistemi meccatronici

Physics-guided neural networks for the robust control of drones RIZZO ALESSANDRO

TESI AZIENDA Piattaforma per misure di prestazione di sistemi anti-tracking MELLIA MARCO CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING Telecommunication Networks Group

Prediction of cardiovascular complications using multi-modal data BORZI' LUIGI OLMO GABRIELLA SYSTEM BIOLOGY GROUP - SYSBIO

Predizione della risposta terapeutica di calcinomi rettali su immagini MRI BALESTRA GABRIELLA ROSATI SAMANTA Biolab: Ingegneria Biomedica

Prestressed bridge beam identification using dynamic response under moving loads MARANO GIUSEPPE CARLO

TESI ALL'ESTERO Programming Robotic Arms via NLP MARCHETTO GUIDO SACCO ALESSIO DAUIN - GR-03 - COMPUTER NETWORKS GROUP - NETGROUP

TESI AZIENDA Qualità clinica: valutazione della realtà odierna e azioni di miglioramento BALESTRA GABRIELLA Biolab: Ingegneria Biomedica

TESI AZIENDA Real-Time 3D Object Detection and Counting for Stock Monitoring in Warehouses using AI on Edge LAVAGNO LUCIANO Microelectronics

TESI AZIENDA Real-Time 3D Object Pose Estimator using AI on Edge LAVAGNO LUCIANO Microelectronics

TESI AZIENDA Real-Time Detection of Plant Parasites and Diseases in Smart Agriculture LAVAGNO LUCIANO Microelectronics

TESI AZIENDA Real-time Face Recognition for Industrial Applications LAVAGNO LUCIANO Microelectronics

Reinforcement Learning from Sim to Real: Smart Battery Warehouse Management System JAHIER PAGLIARI DANIELE DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

TESI AZIENDA Revision and Expansion of Company’s Predictive Maintenance System Architecture DI CATALDO SANTA PATTI EDOARDO DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ICT4SS - ICT FOR SMART SOCIETIES

Scalability of electric shared mobility for future smart cities GIORDANO DANILO MELLIA MARCO VASSIO LUCA DATABASE AND DATA MINING GROUP - DBDM SmartData@PoliTO

Scheduling Tasks in Edge-Cloud Continuum with AI/ML MARCHETTO GUIDO SACCO ALESSIO DAUIN - GR-03 - COMPUTER NETWORKS GROUP - NETGROUP

Scientific Content Generation Using Semantic Analysis and Deep Learning MORISIO MAURIZIO GR-16 - SOFTWARE ENGINEERING GROUP - SOFTENG

TESI ALL'ESTERO Scrivere col pensiero: interfacce neurali basate sul source imaging e sul calcolo ad alte prestazioni (borse di ricerca disponibili per finanziare studenti dalle performance accademiche eccellenti ) ANDRIULLI FRANCESCO PAOLO Applied Electromagnetics

TESI AZIENDA Self-supervised learning and computer vision for robotic tasks LAMBERTI FABRIZIO DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS

Sheltering factor zone recognition for UAVs via machine learning GUGLIERI GIORGIO RIZZO ALESSANDRO SYSTEMS AND DATA SCIENCE - SDS

TESI AZIENDA Smart Closure & Filling (internship at AROL S.p.A.) CHIABERGE MARCELLO QUER STEFANO DAUIN - GR-13 - METODI FORMALI - FM

Study of a Recomendation System for art objects (𝓐𝓡𝓣ificial Intelligence) SQUILLERO GIOVANNI DAUIN - GR-05 - ELECTRONIC CAD & RELIABILITY GROUP - CAD

Study of machine learning techniques to improve timing prediction in digital circuits CASU MARIO ROBERTO LAVAGNO LUCIANO microelettronica

Sviluppo di algoritmi di radiomica e deep learning per la detection e caratterizzazione dei tumori prostatici ROSATI SAMANTA Biolab: Ingegneria Biomedica

Sviluppo di un CAD per la predizione della risposta terapeutica di tumori rettali su immagini MRI ROSATI SAMANTA Biolab: Ingegneria Biomedica

Sviluppo di un algoritmo di AI per caratterizzare, tramite l'analisi di immagini di anatomia patologica digitale, la malignità delle lesioni mammarie B3. ROSATI SAMANTA Biolab: Ingegneria Biomedica

Sviluppo di un algoritmo di AI per la detection e la caratterizzazione di tumori prostatici ROSATI SAMANTA Biolab: Ingegneria Biomedica

Sviluppo di un cad per la detection e caratterizzazione di tumori al seno non-mass con immagini di risonanza magnetica ROSATI SAMANTA Biolab: Ingegneria Biomedica

Sviluppo di un marcatore radiogenomico per il tumore al seno con database pubblici ROSATI SAMANTA Biolab: Ingegneria Biomedica

Sviluppo di una signature radiomica per la distinzione tra diverticoli e tumori del colonretto con immagini CT ROSATI SAMANTA Biolab: Ingegneria Biomedica

Symbolic regression using Robust Evolutionary Polynomial Regression for data noise compensation in engineering MARANO GIUSEPPE CARLO

Tecniche text-dependent per il riconoscimento del parlatore LAFACE PIETRO SPEECH RECOGNITION GROUP - SRG

Text-analysis Based Requirements Analysis Tool TORCHIANO MARCO SOFTWARE ENGINEERING GROUP - SOFTENG

Theory enhanced traffic prediction using Graph Neural Networks APILETTI DANIELE DAUIN - GR-04 - DATABASE AND DATA MINING GROUP - DBDM

Tiny Machine Learning for IoT systems RIENTE FABRIZIO TURVANI GIOVANNA VLSILAB (VLSI theory, design and applications)

TESI AZIENDA Trusted data collecting ecosystem for Machine Learning scenarios PATTI EDOARDO DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA ELECTRONIC DESIGN AUTOMATION - EDA Energy Center Lab GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

TESI AZIENDA UI/UX design and implementation of an e-mail client exploiting supervised learning techniques for messages’ organization DE RUSSIS LUIGI DAUIN - GR-10 - Intelligent and Interactive Systems - e-LITE

Use of Machine Learning in not novel certification activities for aerospace industry BATTIPEDE MANUELA 15-Modellazione, simulazione e controllo di velivoli

TESI AZIENDA Use of a priori information for anatomical segmentation of medical images DI CATALDO SANTA PATTI EDOARDO DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

Using trending topic in Online Social Networks for recommendation systems TREVISAN MARTINO VASSIO LUCA SmartData@PoliTO Telecommunication Networks Group

TESI AZIENDA Video Synthetic Data for Machine Learning RIENTE FABRIZIO VLSILAB (VLSI theory, design and applications)