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Titolo Data di pubblicazione Autori File
Distributed Deep Convolutional Neural Networks for the Internet-of-Things In corso di stampa Disabato S.Roveri M.Alippi C.
Scheduling Inputs in Early Exit Neural Networks 1-gen-2024 Roveri, Manuel +
Evolving Fuzzy Prediction Intervals in Nonstationary Environments 1-gen-2024 Trovò, FrancescoRoveri, Manuel +
EVAD: encrypted vibrational anomaly detection with homomorphic encryption 1-gen-2024 Falcetta, AlessandroRoveri, Manuel
TyBox: an automatic design and code-generation toolbox for TinyML incremental on-device learning 1-gen-2023 Pavan, MassimoOstrovan, EugeniuRoveri, Manuel +
Is Tiny Deep Learning the New Deep Learning? 1-gen-2023 Roveri M.
To Personalize or Not To Personalize? Soft Personalization and the Ethics of ML for Health 1-gen-2023 Falcetta, AlessandroPavan, MassimoCanali, StefanoSchiaffonati, ViolaRoveri, Manuel
EDANAS: Adaptive Neural Architecture Search for Early Exit Neural Networks 1-gen-2023 M. GambellaM. Roveri
GreenTea: Time-series Exploration as-a-Service for environmental science 1-gen-2023 Puoti, FrancescoFalcetta, AlessandroRoveri, ManuelRiva, Diego +
A Tiny Transformer-Based Anomaly Detection Framework for IoT Solutions 1-gen-2023 Barbieri, LucaBrambilla, MattiaRoveri, Manuel +
CNAS: Constrained Neural Architecture Search 1-gen-2022 Gambella, MatteoFalcetta, AlessandroRoveri, Manuel
T4C: A Framework for Time-Series Clustering-as-a-Service 1-gen-2022 Falcetta A.Roveri M.
Tiny Machine Learning for Concept Drift 1-gen-2022 Roveri, Manuel +
Leak detection and localization in water distribution networks by combining expert knowledge and data-driven models 1-gen-2022 Boracchi G.Roveri M. +
A transfer-learning approach for corrosion prediction in pipeline infrastructures 1-gen-2022 Canonaco G.Roveri M.Alippi C. +
Privacy-Preserving Deep Learning With Homomorphic Encryption: An Introduction 1-gen-2022 Falcetta, ARoveri, M
TinyML for UWB-radar based presence detection 1-gen-2022 Pavan, MRoveri, M +
Privacy-preserving time series prediction with temporal convolutional neural networks 1-gen-2022 Falcetta A.Roveri M.
On-device Subject Recognition in UWB-radar Data with Tiny Machine Learning 1-gen-2022 Pavan M.Roveri M. +
AI, Machine Learning e Data Mining 1-gen-2022 Andrea BonariniCesare AlippiMArco ColombettiFrancesco AmigoniGiacomo BoracchiVincenzo CagliotiGiuseppina GiniDaniele LoiaconoMatteo MatteucciMarcello RestelliManuel RoveriViola Schiaffonati
Time-Variant Variational Transfer for Value Functions 1-gen-2021 Canonaco G.Giuliani M.Castelletti A.Roveri M.Restelli M. +
A Machine-Learning Approach for the Prediction of Internal Corrosion in Pipeline Infrastructures 1-gen-2021 Canonaco, GiuseppeRoveri, ManuelAlippi, Cesare +
RECKONition: A NLP-based system for industrial accidents at work prevention 1-gen-2021 Lenzi E.Mongelluzzo A.Roveri M. +
RECKOn: A real-world, context-aware knowledge-based lab 1-gen-2021 Lenzi E.Mongelluzzo A.Piantella D.Roveri M.Schreiber F. A.Scutti A.Shekari M.Tanca L. +
Corrosion prediction in oil and gas pipelines: A machine learning approach 1-gen-2020 Canonaco G.Roveri M.Alippi C. +
Prototyping and Metrological Characterization of a Data Acquisition and Processing System Based on Edge Computing 1-gen-2020 Lorenzini, GiuseppeConti, FabioScaccabarozzi, DiegoRoveri, ManuelTarabini, Marco +
A Computational Intelligence Characterization of Solar Magnetograms 1-gen-2020 Disabato S.Roveri M. +
An energy harvesting solution for computation offloading in Fog Computing networks 1-gen-2020 Disabato S.Roveri M. +
Incremental On-Device Tiny Machine Learning 1-gen-2020 Disabato S.Roveri M.
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service 1-gen-2020 Disabato S.Falcetta A.Mongelluzzo A.Roveri M.
Model-Free Non-Stationarity Detection and Adaptation in Reinforcement Learning 1-gen-2020 Canonaco GiuseppeRestelli MarcelloRoveri Manuel
Learning Convolutional Neural Networks in presence of Concept Drift 1-gen-2019 DIsabato S.Roveri M.
Learning Discrete-Time Markov Chains Under Concept Drift 1-gen-2019 Roveri M.
INDIANA: An interactive system for assisting database exploration 1-gen-2019 Quintarelli E.Roveri M.Tanca L. +
An Improved Hilbert-Huang Transform for Non-linear and Time-Variant Signals 1-gen-2018 ALIPPI, CESAREQI, WENROVERI, MANUEL
Reducing the Computation Load of Convolutional Neural Networks through Gate Classification 1-gen-2018 Disabato S.Roveri M.
Moving Convolutional Neural Networks to Embedded Systems: The AlexNet and VGG-16 Case 1-gen-2018 Alippi, CesareDISABATO, SIMONERoveri, Manuel
Dispositivo e procedimento di rilevazione 1-gen-2017 C. AlippiM. RoveriG. Boracchi +
Dispositivo e procedimento di rilevazione 1-gen-2017 C. AlippiM. RoveriG. Boracchi +
Learning in nonstationary environments: A hybrid approach 1-gen-2017 ALIPPI, CESAREQI, WENROVERI, MANUEL
A lightweight and energy-efficient Internet-of-birds tracking system 1-gen-2017 Alippi, CesareAMBROSINI, ROBERTOLONGONI, VIOLETTACogliati, DarioRoveri, Manuel
Detecting changes at the sensor level in cyber-physical systems: Methodology and technological implementation 1-gen-2017 Alippi, CesareRoveri, Manuel +
Hierarchical Change-Detection Tests 1-gen-2017 ALIPPI, CESAREBORACCHI, GIACOMOROVERI, MANUEL
The (Not) Far-Away Path to Smart Cyber-Physical Systems: An Information-Centric Framework 1-gen-2017 ALIPPI, CESAREROVERI, MANUEL
An Ensemble Approach for Cognitive Fault Detection and Isolation in Sensor Networks 1-gen-2017 Roveri, ManuelTrovò, Francesco
Model-Free Fault Detection and Isolation in Large-Scale Cyber-Physical Systems 1-gen-2017 Alippi, CesareNtalampiras, StavrosRoveri, Manuel
Dispositivo e procedimento di rilevazione 1-gen-2017 C. AlippiM. RoveriG. Boracchi +
Designing HMMs in the age of big data 1-gen-2016 ALIPPI, CESARENTALAMPIRAS, STAVROSROVERI, MANUEL
Online model-free sensor fault identification and dictionary learning in Cyber-Physical Systems 1-gen-2016 ALIPPI, CESARENTALAMPIRAS, STAVROSROVERI, MANUEL
Mostrati risultati da 1 a 50 di 125
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