Sfoglia per Autore
A Lightweight Neural Architecture Search Model for Medical Image Classification
In corso di stampa Xie, L.; Lomurno, E.; Gambella, M.; Ardagna, D.; Roveri, M.; Matteucci, M.; Shi, Q.
FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness
In corso di stampa Gambella, M.; Pittorino, F.; Roveri, M.
Distributed Deep Convolutional Neural Networks for the Internet-of-Things
In corso di stampa Disabato, S.; Roveri, M.; Alippi, C.
TinyML4D: Scaling Embedded Machine Learning Education in the Developing World
2024-01-01 Plancher, B.; Buttrich, S.; Ellis, J.; Goveas, N.; Kazimierski, L.; Sotelo, J.; Lukic, M.; Mendez, D.; Nordin, R.; Trevisan, A.; Pavan, M.; Roveri, M.; Rüb, M.; Tum, J.; Verhelst, M.; Abdeljabar, S.; Adebayo, S.; Amberg, T.; Aworinde, H.; Bagur, J.; Barrett, G.; Benamar, N.; Chaudhari, B.; Criollo, R.; Cuartielles, D.; Filho, J.; Gizaw, S.; Gousev, E.; Grande, A.; Hymel, S.; Ing, P.; Manandhar, P.; Manzoni, P.; Murmann, B.; Pan, E.; Paskauskas, R.; Pietrosemoli, E.; Pimenta, T.; Rovai, M.; Zennaro, M.; Reddi, V.
RECKON: Tecnologie abilitanti per il monitoraggio degli elementi di contesto (Operatore-Macchina-Ambiente) per la prevenzione di incidenti sul lavoro
2024-01-01 Accordini, Davide; Agnello, Patrizia; Ansaldi, Silvia M.; Arrigoni, Stefano; Braghin, Francesco; Cagno, Enrico; Frascheri, Cinzia; Lenzi, Emilia; Piantella, Davide; Roveri, Manuel; Tanca, Letizia; Viscardi, Gabriele
Innovative approach to monitor GHG emissions from landfills and brownfield sites by combining ground measurements and satellite observations: first research activities for the development of a low-cost sensor toolbox
2024-01-01 Ponzani, Yuri; Vernola, Dario; Villa, Veronica; Robbiani, Stefano; Lotesoriere, BEATRICE JULIA; Prudenza, Stefano; Viscardi, Gabriele; Roveri, Manuel; Dellacà, Raffaele; Capelli, Laura
Evolving Fuzzy Prediction Intervals in Nonstationary Environments
2024-01-01 Cartagena, Oscar; Trovò, Francesco; Roveri, Manuel; Sáez, Doris
A Layer-Wise Personalization Approach for Transformer-Based Federated Anomaly Detection
2024-01-01 Barbieri, Luca; Brambilla, Mattia; Roveri, Manuel
Scheduling Inputs in Early Exit Neural Networks
2024-01-01 Casale, Giuliano; Roveri, Manuel
EVAD: encrypted vibrational anomaly detection with homomorphic encryption
2024-01-01 Falcetta, Alessandro; Roveri, Manuel
INNOVATIVE APPROACH TO MONITOR GHG EMISSIONS FROM LANDFILLS AND BROWNFIELD SITES BY COMBINING GROUND MEASUREMENTS AND SATELLITE OBSERVATIONS
2024-01-01 Ponzani, Y.; Vernola, D.; Villa, V.; Robbiani, S.; Lotesoriere, B. J.; Viscardi, G.; Ratti, C.; Prudenza, S.; Roveri, M.; Dellaca, R.; Capelli, L.
The ESCAPE Project: Sensor Selection for the Development of a Portable System for Landfill Surface Emission Monitoring
2024-01-01 Villa, V.; Vernola, D.; Robbiani, S.; Lotesoriere, B. J.; Ratti, C.; Viscardi, G.; Roveri, M.; Dellaca, R.; Ponzani, Y.; Capelli, L.
Tiny Machine Learning for Concept Drift
2024-01-01 Disabato, Simone; Roveri, Manuel
Is Tiny Deep Learning the New Deep Learning?
2023-01-01 Roveri, M.
To Personalize or Not To Personalize? Soft Personalization and the Ethics of ML for Health
2023-01-01 Falcetta, Alessandro; Pavan, Massimo; Canali, Stefano; Schiaffonati, Viola; Roveri, Manuel
TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment
2023-01-01 Colombo, Luca; Falcetta, Alessandro; Roveri, Manuel
TyBox: an automatic design and code-generation toolbox for TinyML incremental on-device learning
2023-01-01 Pavan, Massimo; Ostrovan, Eugeniu; Caltabiano, Armando; Roveri, Manuel
EDANAS: Adaptive Neural Architecture Search for Early Exit Neural Networks
2023-01-01 Gambella, M.; Roveri, M.
GreenTea: Time-series Exploration as-a-Service for environmental science
2023-01-01 Puoti, Francesco; Falcetta, Alessandro; Roveri, Manuel; Riva, Diego; Chiggiato, Davide
A Tiny Transformer-Based Anomaly Detection Framework for IoT Solutions
2023-01-01 Barbieri, Luca; Brambilla, Mattia; Stefanutti, Mario; Romano, Ciro; De Carlo, Niccolò; Roveri, Manuel
On-device Subject Recognition in UWB-radar Data with Tiny Machine Learning
2022-01-01 Pavan, M.; Caltabiano, A.; Roveri, M.
CNAS: Constrained Neural Architecture Search
2022-01-01 Gambella, Matteo; Falcetta, Alessandro; Roveri, Manuel
Privacy-preserving time series prediction with temporal convolutional neural networks
2022-01-01 Falcetta, A.; Roveri, M.
TinyML for UWB-radar based presence detection
2022-01-01 Pavan, M; Caltabiano, A; Roveri, M
AI, Machine Learning e Data Mining
2022-01-01 Bonarini, Andrea; Alippi, Cesare; Colombetti, Marco; Amigoni, Francesco; Boracchi, Giacomo; Caglioti, Vincenzo; Gini, Giuseppina; Loiacono, Daniele; Matteucci, Matteo; Restelli, Marcello; Roveri, Manuel; Schiaffonati, Viola
Privacy-Preserving Deep Learning With Homomorphic Encryption: An Introduction
2022-01-01 Falcetta, A; Roveri, M
T4C: A Framework for Time-Series Clustering-as-a-Service
2022-01-01 Falcetta, A.; Roveri, M.
A transfer-learning approach for corrosion prediction in pipeline infrastructures
2022-01-01 Canonaco, G.; Roveri, M.; Alippi, C.; Podenzani, F.; Bennardo, A.; Conti, M.; Mancini, N.
Leak detection and localization in water distribution networks by combining expert knowledge and data-driven models
2022-01-01 Soldevila, A.; Boracchi, G.; Roveri, M.; Tornil-Sin, S.; Puig, V.
RECKONition: A NLP-based system for industrial accidents at work prevention
2021-01-01 Agnello, P.; Ansaldi, S. M.; Lenzi, E.; Mongelluzzo, A.; Roveri, M.
RECKOn: A real-world, context-aware knowledge-based lab
2021-01-01 Agnello, P.; Ansaldi, S. M.; Lenzi, E.; Mongelluzzo, A.; Piantella, D.; Roveri, M.; Schreiber, F. A.; Scutti, A.; Shekari, M.; Tanca, L.
A Machine-Learning Approach for the Prediction of Internal Corrosion in Pipeline Infrastructures
2021-01-01 Canonaco, Giuseppe; Roveri, Manuel; Alippi, Cesare; Podenzani, Fabrizio; Bennardo, Antonio; Conti, Marco; Mancini, Nicola
Time-Variant Variational Transfer for Value Functions
2021-01-01 Canonaco, G.; Soprani, A.; Giuliani, M.; Castelletti, A.; Roveri, M.; Restelli, M.
Incremental On-Device Tiny Machine Learning
2020-01-01 Disabato, S.; Roveri, M.
A Computational Intelligence Characterization of Solar Magnetograms
2020-01-01 Valdes, J. J.; Nikolic, L.; Disabato, S.; Roveri, M.
Corrosion prediction in oil and gas pipelines: A machine learning approach
2020-01-01 Canonaco, G.; Roveri, M.; Alippi, C.; Podenzani, F.; Bennardo, A.; Conti, M.; Mancini, N.
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service
2020-01-01 Disabato, S.; Falcetta, A.; Mongelluzzo, A.; Roveri, M.
Prototyping and Metrological Characterization of a Data Acquisition and Processing System Based on Edge Computing
2020-01-01 Lorenzini, Giuseppe; Conti, Fabio; Parenti, Giovanni Raffaele Maria; Scaccabarozzi, Diego; Roveri, Manuel; Tarabini, Marco
Model-Free Non-Stationarity Detection and Adaptation in Reinforcement Learning
2020-01-01 Canonaco, Giuseppe; Restelli, Marcello; Roveri, Manuel
An energy harvesting solution for computation offloading in Fog Computing networks
2020-01-01 Bozorgchenani, A.; Disabato, S.; Tarchi, D.; Roveri, M.
Learning Discrete-Time Markov Chains Under Concept Drift
2019-01-01 Roveri, M.
Learning Convolutional Neural Networks in presence of Concept Drift
2019-01-01 Disabato, S.; Roveri, M.
INDIANA: An interactive system for assisting database exploration
2019-01-01 Giuzio, A.; Mecca, G.; Quintarelli, E.; Roveri, M.; Santoro, D.; Tanca, L.
METHOD AND SYSTEM FOR OBJECT DETECTION AND CLASSIFICATION
2018-01-01 Roveri, M.; Alippi, C.; Boracchi, G.; Basso, A.; Galimberti, M.
Moving Convolutional Neural Networks to Embedded Systems: The AlexNet and VGG-16 Case
2018-01-01 Alippi, Cesare; Disabato, Simone; Roveri, Manuel
Reducing the Computation Load of Convolutional Neural Networks through Gate Classification
2018-01-01 Disabato, S.; Roveri, M.
An Improved Hilbert-Huang Transform for Non-linear and Time-Variant Signals
2018-01-01 Alippi, Cesare; Qi, Wen; Roveri, Manuel
Dispositivo e procedimento di rilevazione
2017-01-01 Alippi, C.; Roveri, M.; Boracchi, G.; Basso, A.; Galimberti, M.
Dispositivo e procedimento di rilevazione
2017-01-01 Alippi, C.; Roveri, M.; Boracchi, G.; Basso, A.; Galimberti, M.
Dispositivo e procedimento di rilevazione
2017-01-01 Alippi, C.; Roveri, M.; Boracchi, G.; Basso, A.; Galimberti, M.
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