Manuel Roveri

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 77

Top Venues

CoRR

IJCNN

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Emerg. Top. Comput. Intell.

Publications

Alberto Pirillo, Luca Colombo, Manuel Roveri
NITRO-D: Native Integer-only Training of Deep Convolutional Neural Networks. CoRR (2024)
Massimo Pavan, Gioele Mombelli, Francesco Sinacori, Manuel Roveri
TinySV: Speaker Verification in TinyML with On-device Learning. CoRR (2024)
Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi
A Lightweight Neural Architecture Search Model for Medical Image Classification. CoRR (2024)
Oscar Cartagena, Francesco Trovò, Manuel Roveri, Doris Sáez
Evolving Fuzzy Prediction Intervals in Nonstationary Environments. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Giuliano Casale, Manuel Roveri
Scheduling Inputs in Early Exit Neural Networks. IEEE Trans. Computers 73 (2) (2024)
Hazem Hesham Yousef Shalby, Massimo Pavan, Manuel Roveri
StreamTinyNet: video streaming analysis with spatial-temporal TinyML. CoRR (2024)
Matteo Gambella, Fabrizio Pittorino, Manuel Roveri
FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness. CoRR (2024)
Alessandro Falcetta, Manuel Roveri
EVAD: encrypted vibrational anomaly detection with homomorphic encryption. Neural Comput. Appl. 36 (13) (2024)
Massimo Pavan, Eugeniu Ostrovan, Armando Caltabiano, Manuel Roveri
TyBox: An Automatic Design and Code Generation Toolbox for TinyML Incremental On-Device Learning. ACM Trans. Embed. Comput. Syst. 23 (3) (2024)
Simone Disabato, Manuel Roveri
Tiny Machine Learning for Concept Drift. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Matteo Gambella, Jary Pomponi, Simone Scardapane, Manuel Roveri
NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks. CoRR (2024)
Brian Plancher, Sebastian Büttrich, Jeremy Ellis, Neena Goveas, Laila D. Kazimierski, Jesús Alfonso López Sotelo, Milan Lukic, Diego Mendez, Rosdiadee Nordin, Andrés Oliva Trevisan, Massimo Pavan, Manuel Roveri, Marcus Rüb, Jackline Tum, Marian Verhelst, Salah Abdeljabar, Segun Adebayo, Thomas Amberg, Halleluyah Aworinde, José Bagur, Gregg Barrett, Nabil Benamar, Bharat S. Chaudhari, Ronald Criollo, David Cuartielles, José A. Ferreira Filho, Solomon Gizaw, Evgeni Gousev, Alessandro Grande, Shawn Hymel, Peter Ing, Prashant Manandhar, Pietro Manzoni, Boris Murmann, Eric Pan, Rytis Paskauskas, Ermanno Pietrosemoli, Tales C. Pimenta, Marcelo Rovai, Marco Zennaro, Vijay Janapa Reddi
TinyML4D: Scaling Embedded Machine Learning Education in the Developing World. AAAI Spring Symposia (2024)
Alessandro Falcetta, Massimo Pavan, Stefano Canali, Viola Schiaffonati, Manuel Roveri
To Personalize or Not To Personalize? Soft Personalization and the Ethics of ML for Health. DSAA (2023)
Luca Colombo, Alessandro Falcetta, Manuel Roveri
TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment. AIMLSystems (2023)
Matteo Gambella, Manuel Roveri
EDANAS: Adaptive Neural Architecture Search for Early Exit Neural Networks. IJCNN (2023)
Yichong Chen, Manuel Roveri, Shreshth Tuli, Giuliano Casale
Coupling QoS Co-Simulation with Online Adaptive Arrival Forecasting. CNSM (2023)
Alessandro Falcetta, Manuel Roveri
T4C: A Framework for Time-Series Clustering-as-a-Service. CPS Summer School, PhD Workshop (2022)
Kleanthis Malialis, Manuel Roveri, Cesare Alippi, Christos G. Panayiotou, Marios M. Polycarpou
A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification. CoRR (2022)
Kleanthis Malialis, Manuel Roveri, Cesare Alippi, Christos G. Panayiotou, Marios M. Polycarpou
A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification. SSCI (2022)
Matteo Gambella, Alessandro Falcetta, Manuel Roveri
CNAS: Constrained Neural Architecture Search. SMC (2022)
Massimo Pavan, Armando Caltabiano, Manuel Roveri
On-device Subject Recognition in UWB-radar Data with Tiny Machine Learning. CPS Summer School, PhD Workshop (2022)
Alireza Jolfaei, Muhammad Usman, Manuel Roveri, Michael Sheng, Marimuthu Palaniswami, Krishna Kant
Guest Editorial: Computational Intelligence for Human-in-the-Loop Cyber Physical Systems. IEEE Trans. Emerg. Top. Comput. Intell. 6 (1) (2022)
Massimo Pavan, Armando Caltabiano, Manuel Roveri
TinyML for UWB-radar based presence detection. IJCNN (2022)
Adrià Soldevila, Giacomo Boracchi, Manuel Roveri, Sebastian Tornil-Sin, Vicenç Puig
Leak detection and localization in water distribution networks by combining expert knowledge and data-driven models. Neural Comput. Appl. 34 (6) (2022)
Alessandro Falcetta, Manuel Roveri
Privacy-Preserving Deep Learning With Homomorphic Encryption: An Introduction. IEEE Comput. Intell. Mag. 17 (3) (2022)
Alessandro Falcetta, Manuel Roveri
Privacy-preserving time series prediction with temporal convolutional neural networks. IJCNN (2022)
Giuseppe Canonaco, Manuel Roveri, Cesare Alippi, Fabrizio Podenzani, Antonio Bennardo, Marco Conti, Nicola Mancini
A transfer-learning approach for corrosion prediction in pipeline infrastructures. Appl. Intell. 52 (7) (2022)
Giuseppe Canonaco, Manuel Roveri, Cesare Alippi, Fabrizio Podenzani, Antonio Bennardo, Marco Conti, Nicola Mancini
A Machine-Learning Approach for the Prediction of Internal Corrosion in Pipeline Infrastructures. I2MTC (2021)
Simone Disabato, Manuel Roveri
Tiny Machine Learning for Concept Drift. CoRR (2021)
Giuseppe Canonaco, Andrea Soprani, Matteo Giuliani, Andrea Castelletti, Manuel Roveri, Marcello Restelli
Time-variant variational transfer for value functions. UAI (2021)
Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Manuel Roveri
RECKONition: a NLP-based system for Industrial Accidents at Work Prevention (Discussion Paper). SEBD (2021)
Simone Disabato, Manuel Roveri, Cesare Alippi
Distributed Deep Convolutional Neural Networks for the Internet-of-Things. IEEE Trans. Computers 70 (8) (2021)
Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Manuel Roveri
RECKONition: a NLP-based system for Industrial Accidents at Work Prevention. CoRR (2021)
Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Davide Piantella, Manuel Roveri, Fabio Alberto Schreiber, Alessandra Scutti, Mahsa Shekari, Letizia Tanca
RECKOn: a REal-world, Context-aware KnOwledge-based lab (Discussion Paper). SEBD (2021)
Simone Disabato, Giuseppe Canonaco, Paul G. Flikkema, Manuel Roveri, Cesare Alippi
Birdsong Detection at the Edge with Deep Learning. SMARTCOMP (2021)
Giuseppe Canonaco, Alex Bergamasco, Alessio Mongelluzzo, Manuel Roveri
Adaptive Federated Learning in Presence of Concept Drift. IJCNN (2021)
Giuseppe Canonaco, Manuel Roveri, Cesare Alippi, Fabrizio Podenzani, Antonio Bennardo, Marco Conti, Nicola Mancini
Corrosion Prediction in Oil and Gas Pipelines: a Machine Learning Approach. I2MTC (2020)
Giuseppe Canonaco, Andrea Soprani, Manuel Roveri, Marcello Restelli
Time-Variant Variational Transfer for Value Functions. CoRR (2020)
Simone Disabato, Manuel Roveri
Incremental On-Device Tiny Machine Learning. AIChallengeIoT@SenSys (2020)
Julio J. Valdés, Ljubomir Nikolic, Simone Disabato, Manuel Roveri
A Computational Intelligence Characterization of Solar Magnetograms. IJCNN (2020)
Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. IJCNN (2020)
Giuseppe Canonaco, Marcello Restelli, Manuel Roveri
Model-Free Non-Stationarity Detection and Adaptation in Reinforcement Learning. ECAI (2020)
Arash Bozorgchenani, Simone Disabato, Daniele Tarchi, Manuel Roveri
An energy harvesting solution for computation offloading in Fog Computing networks. Comput. Commun. 160 (2020)
Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. CoRR (2020)
Giuseppe Lorenzini, Fabio Conti, Giovanni Raffaele Maria Parenti, Diego Scaccabarozzi, Manuel Roveri, Marco Tarabini
Prototyping and Metrological Characterization of a Data Acquisition and Processing System Based on Edge Computing. MetroInd4.0&IoT (2020)
Jing-Hao Xue, Zhanyu Ma, Manuel Roveri, Nathalie Japkowicz
Guest Editorial Special Issue on Recent Advances in Theory, Methodology, and Applications of Imbalanced Learning. IEEE Trans. Neural Networks Learn. Syst. 31 (8) (2020)
Simone Disabato, Manuel Roveri, Cesare Alippi
Distributed Deep Convolutional Neural Networks for the Internet-of-Things. CoRR (2019)
Romano Fantacci, Francesca Nizzi, Tommaso Pecorella, Laura Pierucci, Manuel Roveri
False Data Detection for Fog and Internet of Things Networks. Sensors 19 (19) (2019)
Antonio Giuzio, Giansalvatore Mecca, Elisa Quintarelli, Manuel Roveri, Donatello Santoro, Letizia Tanca
INDIANA: An interactive system for assisting database exploration. Inf. Syst. 83 (2019)
Simone Disabato, Manuel Roveri
Learning Convolutional Neural Networks in presence of Concept Drift. IJCNN (2019)
Manuel Roveri
Learning Discrete-Time Markov Chains Under Concept Drift. IEEE Trans. Neural Networks Learn. Syst. 30 (9) (2019)
Simone Disabato, Manuel Roveri
Reducing the Computation Load of Convolutional Neural Networks through Gate Classification. IJCNN (2018)
Cesare Alippi, Simone Disabato, Manuel Roveri
Moving convolutional neural networks to embedded systems: the alexnet and VGG-16 case. IPSN (2018)
Dario Cogliati, Mirko Falchetto, Danilo Pau, Manuel Roveri, Gabriele Viscardi
Intelligent Cyber-Physical Systems for Industry 4.0. AI4I (2018)
Giacomo Boracchi, Michalis P. Michaelides, Manuel Roveri
A Cognitive Monitoring System for Detecting and Isolating Contaminants and Faults in Intelligent Buildings. IEEE Trans. Syst. Man Cybern. Syst. 48 (3) (2018)
Cesare Alippi, Viviana D'Alto, Mirko Falchetto, Danilo Pau, Manuel Roveri
Detecting changes at the sensor level in cyber-physical systems: Methodology and technological implementation. IJCNN (2017)
Cesare Alippi, Roberto Ambrosini, Violetta Longoni, Dario Cogliati, Manuel Roveri
A lightweight and energy-efficient Internet-of-birds tracking system. PerCom (2017)
Riccardo Pinciroli, Marco Gribaudo, Manuel Roveri, Giuseppe Serazzi
Capacity Planning of Fog Computing Infrastructures for Smart Monitoring. InfQ@VALUETOOLS (2017)
Cesare Alippi, Manuel Roveri
The (Not) Far-Away Path to Smart Cyber-Physical Systems: An Information-Centric Framework. Computer 50 (4) (2017)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
Hierarchical Change-Detection Tests. IEEE Trans. Neural Networks Learn. Syst. 28 (2) (2017)
Manuel Roveri, Francesco Trovò
An Ensemble Approach for Cognitive Fault Detection and Isolation in Sensor Networks. Int. J. Neural Syst. 27 (3) (2017)
Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
Model-Free Fault Detection and Isolation in Large-Scale Cyber-Physical Systems. IEEE Trans. Emerg. Top. Comput. Intell. 1 (1) (2017)
Cesare Alippi, Wen Qi, Manuel Roveri
Learning in Nonstationary Environments: A Hybrid Approach. ICAISC (2) (2017)
Ilaria Scarabottolo, Cesare Alippi, Manuel Roveri
A spectrum-based adaptive sampling algorithm for smart sensing. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Simone Brienza, Manuel Roveri, Domenico De Guglielmo, Giuseppe Anastasi
Just-in-Time Adaptive Algorithm for Optimal Parameter Setting in 802.15.4 WSNs. ACM Trans. Auton. Adapt. Syst. 10 (4) (2016)
Cesare Alippi, Romano Fantacci, Dania Marabissi, Manuel Roveri
A Cloud to the Ground: The New Frontier of Intelligent and Autonomous Networks of Things. IEEE Commun. Mag. 54 (12) (2016)
Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
Designing HMMs in the Age of Big Data. INNS Conference on Big Data (2016)
Giada Tacconelli, Manuel Roveri
A CPM-Based Change Detection Test for Big Data. INNS Conference on Big Data (2016)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
A Reprogrammable and Intelligent Monitoring System for Rock-Collapse Forecasting. IEEE Syst. J. 10 (2) (2016)
Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
Online model-free sensor fault identification and dictionary learning in Cyber-Physical Systems. IJCNN (2016)
Stavros Ntalampiras, Manuel Roveri
An incremental learning mechanism for human activity recognition. SSCI (2016)
Cesare Alippi, Giacomo Boracchi, Diego Carrera, Manuel Roveri
Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss. IJCAI (2016)
Cesare Alippi, Maurizio Bocca, Giacomo Boracchi, Neal Patwari, Manuel Roveri
RTI Goes Wild: Radio Tomographic Imaging for Outdoor People Detection and Localization. IEEE Trans. Mob. Comput. 15 (10) (2016)
Marcello Buoncristiano, Giansalvatore Mecca, Elisa Quintarelli, Manuel Roveri, Donatello Santoro, Letizia Tanca
Exploratory Computing: What is there for the Database Researcher? SEBD (2015)
Marcello Buoncristiano, Giansalvatore Mecca, Elisa Quintarelli, Manuel Roveri, Donatello Santoro, Letizia Tanca
Database Challenges for Exploratory Computing. SIGMOD Rec. 44 (2) (2015)
Giacomo Boracchi, Michalis Michaelides, Manuel Roveri
Detecting Contaminants in Smart Buildings by Exploiting Temporal and Spatial Correlation. SSCI (2015)
Gregory Ditzler, Manuel Roveri, Cesare Alippi, Robi Polikar
Learning in Nonstationary Environments: A Survey. IEEE Comput. Intell. Mag. 10 (4) (2015)
Anna Antola, A. Lorenzo Mezzalira, Manuel Roveri
GINGER: a minimizing-effects reprogramming paradigm for distributed sensor networks. ROSE (2014)
Cesare Alippi, Manuel Roveri, Francesco Trovò
Learning causal dependencies to etect and diagnose faults in sensor networks. IES (2014)
Cesare Alippi, Maurizio Bocca, Giacomo Boracchi, Neal Patwari, Manuel Roveri
RTI Goes Wild: Radio Tomographic Imaging for Outdoor People Detection and Localization. CoRR (2014)
Cesare Alippi, Manuel Roveri, Francesco Trovò
A Self-Building and Cluster-Based Cognitive Fault Diagnosis System for Sensor Networks. IEEE Trans. Neural Networks Learn. Syst. 25 (6) (2014)
Manuel Roveri, Francesco Trovò
An Ensemble of HMMs for Cognitive Fault Detection in Distributed Sensor Networks. AIAI (2014)
Giacomo Boracchi, Michalis Michaelides, Manuel Roveri
A cognitive monitoring system for contaminant detection in intelligent buildings. IJCNN (2014)
Giacomo Boracchi, Manuel Roveri
Exploiting self-similarity for change detection. IJCNN (2014)
Giacomo Boracchi, Manuel Roveri
A reconfigurable and element-wise ICI-based change-detection test for streaming data. CIVEMSA (2014)
Giacomo Boracchi, Vicenç Puig, Manuel Roveri
A Hierarchy of Change-Point Methods for Estimating the Time Instant of Leakages in Water Distribution Networks. AIAI (2013)
Cesare Alippi, Romolo Camplani, Cristian Galperti, Antonio Marullo, Manuel Roveri
A high-frequency sampling monitoring system for environmental and structural applications. ACM Trans. Sens. Networks 9 (4) (2013)
Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
Model ensemble for an effective on-line reconstruction of missing data in sensor networks. IJCNN (2013)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
Just-In-Time Classifiers for Recurrent Concepts. IEEE Trans. Neural Networks Learn. Syst. 24 (4) (2013)
Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
A Cognitive Fault Diagnosis System for Distributed Sensor Networks. IEEE Trans. Neural Networks Learn. Syst. 24 (8) (2013)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
Ensembles of change-point methods to estimate the change point in residual sequences. Soft Comput. 17 (11) (2013)
Simone Brienza, Domenico De Guglielmo, Cesare Alippi, Giuseppe Anastasi, Manuel Roveri
A learning-based algorithm for optimal mac parameters setting in IEEE 802.15.4 wireless sensor networks. PE-WASUN (2013)
Joseba Quevedo, Cesare Alippi, Miquel A. Cugueró, Stavros Ntalampiras, Vicenç Puig, Manuel Roveri, Diego García
Temporal/spatial model-based fault diagnosis vs. Hidden Markov models change detection method: Application to the Barcelona water network. MED (2013)
Toktam Mahmoodi, Manuel Roveri
Identifying network failure via detecting changes in power profile. PerCom Workshops (2012)
Cesare Alippi, Manuel Roveri, Francesco Trovò
A "Learning from Models" Cognitive Fault Diagnosis System. ICANN (2) (2012)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
Just-in-time ensemble of classifiers. IJCNN (2012)
Cesare Alippi, Romolo Camplani, Manuel Roveri, Gabriele Viscardi
Netbrick: A high-performance, low-power hardware platform for wireless and hybrid sensor networks. MASS (2012)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
On-line reconstruction of missing data in sensor/actuator networks by exploiting temporal and spatial redundancy. IJCNN (2012)
Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
An HMM-based change detection method for intelligent embedded sensors. IJCNN (2012)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
An effective just-in-time adaptive classifier for gradual concept drifts. IJCNN (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Manuel Roveri