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Manuel Roveri
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2020 – today
- 2024
- [j38]Alessandro Falcetta
, Manuel Roveri:
EVAD: encrypted vibrational anomaly detection with homomorphic encryption. Neural Comput. Appl. 36(13): 7359-7372 (2024) - [j37]Giuliano Casale
, Manuel Roveri
:
Scheduling Inputs in Early Exit Neural Networks. IEEE Trans. Computers 73(2): 451-465 (2024) - [j36]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): 42:1-42:27 (2024) - [j35]Oscar Cartagena
, Francesco Trovò
, Manuel Roveri
, Doris Sáez
:
Evolving Fuzzy Prediction Intervals in Nonstationary Environments. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 903-916 (2024) - [j34]Simone Disabato
, Manuel Roveri
:
Tiny Machine Learning for Concept Drift. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8470-8481 (2024) - [c80]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: 508-515 - [c79]Zifeng Niu, Manuel Roveri, Giuliano Casale:
ChainNet: A Customized Graph Neural Network Model for Loss-Aware Edge AI Service Deployment. DSN 2024: 238-251 - [c78]Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi:
An Efficient Neural Architecture Search Model for Medical Image Classification. ESANN 2024 - [c77]Matteo Gambella, Fabrizio Pittorino, Manuel Roveri:
FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness. IJCNN 2024: 1-8 - [c76]Hazem Hesham Yousef Shalby, Massimo Pavan, Manuel Roveri:
StreamTinyNet: video streaming analysis with spatial-temporal TinyML. IJCNN 2024: 1-8 - [c75]Luca Colombo
, Alessandro Falcetta
, Manuel Roveri
:
Training Encrypted Neural Networks on Encrypted Data with Fully Homomorphic Encryption. WAHC@CCS 2024: 64-75 - [i15]Matteo Gambella
, Jary Pomponi, Simone Scardapane, Manuel Roveri:
NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks. CoRR abs/2401.13330 (2024) - [i14]Matteo Gambella
, Fabrizio Pittorino, Manuel Roveri:
FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness. CoRR abs/2402.19102 (2024) - [i13]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 abs/2405.03462 (2024) - [i12]Massimo Pavan, Gioele Mombelli, Francesco Sinacori, Manuel Roveri:
TinySV: Speaker Verification in TinyML with On-device Learning. CoRR abs/2406.01655 (2024) - [i11]Alberto Pirillo, Luca Colombo, Manuel Roveri:
NITRO-D: Native Integer-only Training of Deep Convolutional Neural Networks. CoRR abs/2407.11698 (2024) - [i10]Hazem Hesham Yousef Shalby
, Massimo Pavan, Manuel Roveri:
StreamTinyNet: video streaming analysis with spatial-temporal TinyML. CoRR abs/2407.17524 (2024) - [i9]Luca Colombo, Alessandro Falcetta, Manuel Roveri:
TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment. CoRR abs/2411.16442 (2024) - [i8]Luca Colombo, Fabrizio Pittorino, Manuel Roveri:
Training Multi-Layer Binary Neural Networks With Local Binary Error Signals. CoRR abs/2412.00119 (2024) - 2023
- [c74]Luca Colombo
, Alessandro Falcetta
, Manuel Roveri
:
TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment. AIMLSystems 2023: 11:1-11:8 - [c73]Yichong Chen
, Manuel Roveri, Shreshth Tuli, Giuliano Casale:
Coupling QoS Co-Simulation with Online Adaptive Arrival Forecasting. CNSM 2023: 1-9 - [c72]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: 1-10 - [c71]Matteo Gambella
, Manuel Roveri:
EDANAS: Adaptive Neural Architecture Search for Early Exit Neural Networks. IJCNN 2023: 1-8 - [c70]Massimo Pavan, Luis González Navarro, Armando Caltabiano, Manuel Roveri:
Unveiling the Potential of Tiny Machine Learning for Enhanced People Counting in UWB Radar Data. PKDD/ECML Workshops (4) 2023: 168-184 - 2022
- [j33]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): 7622-7637 (2022) - [j32]Alessandro Falcetta, Manuel Roveri:
Privacy-Preserving Deep Learning With Homomorphic Encryption: An Introduction. IEEE Comput. Intell. Mag. 17(3): 14-25 (2022) - [j31]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): 4759-4779 (2022) - [j30]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): 2-5 (2022) - [c69]Alessandro Falcetta, Manuel Roveri:
T4C: A Framework for Time-Series Clustering-as-a-Service. CPS Summer School, PhD Workshop 2022 - [c68]Massimo Pavan, Armando Caltabiano, Manuel Roveri:
On-device Subject Recognition in UWB-radar Data with Tiny Machine Learning. CPS Summer School, PhD Workshop 2022 - [c67]Alessandro Falcetta, Manuel Roveri:
Privacy-preserving time series prediction with temporal convolutional neural networks. IJCNN 2022: 1-8 - [c66]Massimo Pavan, Armando Caltabiano, Manuel Roveri:
TinyML for UWB-radar based presence detection. IJCNN 2022: 1-8 - [c65]Matteo Gambella
, Alessandro Falcetta, Manuel Roveri:
CNAS: Constrained Neural Architecture Search. SMC 2022: 2918-2923 - [c64]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: 1021-1027 - [i7]Kleanthis Malialis, Manuel Roveri, Cesare Alippi, Christos G. Panayiotou, Marios M. Polycarpou:
A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification. CoRR abs/2210.04949 (2022) - 2021
- [j29]Simone Disabato
, Manuel Roveri
, Cesare Alippi
:
Distributed Deep Convolutional Neural Networks for the Internet-of-Things. IEEE Trans. Computers 70(8): 1239-1252 (2021) - [c63]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: 1-6 - [c62]Giuseppe Canonaco, Alex Bergamasco, Alessio Mongelluzzo, Manuel Roveri:
Adaptive Federated Learning in Presence of Concept Drift. IJCNN 2021: 1-7 - [c61]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: 458-465 - [c60]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: 466-473 - [c59]Simone Disabato, Giuseppe Canonaco, Paul G. Flikkema, Manuel Roveri, Cesare Alippi:
Birdsong Detection at the Edge with Deep Learning. SMARTCOMP 2021: 9-16 - [c58]Giuseppe Canonaco, Andrea Soprani, Matteo Giuliani, Andrea Castelletti, Manuel Roveri, Marcello Restelli:
Time-variant variational transfer for value functions. UAI 2021: 876-886 - [i6]Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Manuel Roveri:
RECKONition: a NLP-based system for Industrial Accidents at Work Prevention. CoRR abs/2104.14150 (2021) - [i5]Simone Disabato, Manuel Roveri:
Tiny Machine Learning for Concept Drift. CoRR abs/2107.14759 (2021) - 2020
- [j28]Arash Bozorgchenani
, Simone Disabato
, Daniele Tarchi
, Manuel Roveri
:
An energy harvesting solution for computation offloading in Fog Computing networks. Comput. Commun. 160: 577-587 (2020) - [j27]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): 2688-2690 (2020) - [c57]Giuseppe Canonaco, Marcello Restelli
, Manuel Roveri
:
Model-Free Non-Stationarity Detection and Adaptation in Reinforcement Learning. ECAI 2020: 1047-1054 - [c56]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: 1-6 - [c55]Simone Disabato
, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri
:
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. IJCNN 2020: 1-8 - [c54]Julio J. Valdés, Ljubomir Nikolic, Simone Disabato
, Manuel Roveri
:
A Computational Intelligence Characterization of Solar Magnetograms. IJCNN 2020: 1-8 - [c53]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: 162-166 - [c52]Simone Disabato
, Manuel Roveri
:
Incremental On-Device Tiny Machine Learning. AIChallengeIoT@SenSys 2020: 7-13 - [i4]Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri:
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. CoRR abs/2003.13541 (2020) - [i3]Giuseppe Canonaco, Andrea Soprani, Manuel Roveri, Marcello Restelli:
Time-Variant Variational Transfer for Value Functions. CoRR abs/2005.12864 (2020)
2010 – 2019
- 2019
- [j26]Antonio Giuzio, Giansalvatore Mecca, Elisa Quintarelli
, Manuel Roveri
, Donatello Santoro, Letizia Tanca:
INDIANA: An interactive system for assisting database exploration. Inf. Syst. 83: 40-56 (2019) - [j25]Romano Fantacci
, Francesca Nizzi
, Tommaso Pecorella
, Laura Pierucci
, Manuel Roveri
:
False Data Detection for Fog and Internet of Things Networks. Sensors 19(19): 4235 (2019) - [j24]Manuel Roveri
:
Learning Discrete-Time Markov Chains Under Concept Drift. IEEE Trans. Neural Networks Learn. Syst. 30(9): 2570-2582 (2019) - [c51]Simone Disabato
, Manuel Roveri
:
Learning Convolutional Neural Networks in presence of Concept Drift. IJCNN 2019: 1-8 - [i2]Simone Disabato, Manuel Roveri, Cesare Alippi:
Distributed Deep Convolutional Neural Networks for the Internet-of-Things. CoRR abs/1908.01656 (2019) - 2018
- [j23]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): 433-447 (2018) - [c50]Dario Cogliati, Mirko Falchetto, Danilo Pau
, Manuel Roveri
, Gabriele Viscardi:
Intelligent Cyber-Physical Systems for Industry 4.0. AI4I 2018: 19-22 - [c49]Simone Disabato
, Manuel Roveri
:
Reducing the Computation Load of Convolutional Neural Networks through Gate Classification. IJCNN 2018: 1-8 - [c48]Cesare Alippi, Simone Disabato
, Manuel Roveri
:
Moving convolutional neural networks to embedded systems: the alexnet and VGG-16 case. IPSN 2018: 212-223 - [p5]Cesare Alippi, Wen Qi, Manuel Roveri
:
An Improved Hilbert-Huang Transform for Non-linear and Time-Variant Signals. Multidisciplinary Approaches to Neural Computing 2018: 109-117 - [e1]Guojun Wang, Qi Han, Md. Zakirul Alam Bhuiyan, Xiaoxing Ma, Frédéric Loulergue, Peng Li, Manuel Roveri, Lei Chen:
2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018, Guangzhou, China, October 8-12, 2018. IEEE 2018, ISBN 978-1-5386-9380-3 [contents] - 2017
- [j22]Cesare Alippi, Manuel Roveri
:
The (Not) Far-Away Path to Smart Cyber-Physical Systems: An Information-Centric Framework. Computer 50(4): 38-47 (2017) - [j21]Manuel Roveri
, Francesco Trovò:
An Ensemble Approach for Cognitive Fault Detection and Isolation in Sensor Networks. Int. J. Neural Syst. 27(3): 1650047:1-1650047:16 (2017) - [j20]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): 61-71 (2017) - [j19]Cesare Alippi, Giacomo Boracchi
, Manuel Roveri
:
Hierarchical Change-Detection Tests. IEEE Trans. Neural Networks Learn. Syst. 28(2): 246-258 (2017) - [c47]Cesare Alippi, Wen Qi, Manuel Roveri
:
Learning in Nonstationary Environments: A Hybrid Approach. ICAISC (2) 2017: 703-714 - [c46]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: 1780-1786 - [c45]Cesare Alippi, Roberto Ambrosini, Violetta Longoni, Dario Cogliati, Manuel Roveri
:
A lightweight and energy-efficient Internet-of-birds tracking system. PerCom 2017: 160-169 - [c44]Ilaria Scarabottolo, Cesare Alippi, Manuel Roveri
:
A spectrum-based adaptive sampling algorithm for smart sensing. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-8 - [c43]Riccardo Pinciroli
, Marco Gribaudo
, Manuel Roveri
, Giuseppe Serazzi:
Capacity Planning of Fog Computing Infrastructures for Smart Monitoring. InfQ@VALUETOOLS 2017: 72-81 - 2016
- [j18]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): 14-20 (2016) - [j17]Cesare Alippi, Giacomo Boracchi
, Manuel Roveri
:
A Reprogrammable and Intelligent Monitoring System for Rock-Collapse Forecasting. IEEE Syst. J. 10(2): 733-744 (2016) - [j16]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): 27:1-27:26 (2016) - [j15]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): 2585-2598 (2016) - [c42]Cesare Alippi, Giacomo Boracchi, Diego Carrera, Manuel Roveri:
Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss. IJCAI 2016: 1368-1374 - [c41]Cesare Alippi, Stavros Ntalampiras
, Manuel Roveri
:
Online model-free sensor fault identification and dictionary learning in Cyber-Physical Systems. IJCNN 2016: 756-762 - [c40]Giada Tacconelli, Manuel Roveri
:
A CPM-Based Change Detection Test for Big Data. INNS Conference on Big Data 2016: 100-110 - [c39]Cesare Alippi, Stavros Ntalampiras
, Manuel Roveri
:
Designing HMMs in the Age of Big Data. INNS Conference on Big Data 2016: 120-130 - [c38]Stavros Ntalampiras
, Manuel Roveri
:
An incremental learning mechanism for human activity recognition. SSCI 2016: 1-6 - [p4]Manuel Roveri
, Francesco Trovò:
Making Intelligent the Embedded Systems Through Cognitive Outlier and Fault Detection. Advances in Neural Networks 2016: 381-390 - 2015
- [j14]Gregory Ditzler, Manuel Roveri
, Cesare Alippi, Robi Polikar
:
Learning in Nonstationary Environments: A Survey. IEEE Comput. Intell. Mag. 10(4): 12-25 (2015) - [j13]Marcello Buoncristiano
, Giansalvatore Mecca, Elisa Quintarelli
, Manuel Roveri
, Donatello Santoro
, Letizia Tanca:
Database Challenges for Exploratory Computing. SIGMOD Rec. 44(2): 17-22 (2015) - [c37]Marcello Buoncristiano, Giansalvatore Mecca, Elisa Quintarelli, Manuel Roveri, Donatello Santoro, Letizia Tanca:
Exploratory Computing: What is there for the Database Researcher? SEBD 2015: 128-135 - [c36]Giacomo Boracchi
, Michalis Michaelides, Manuel Roveri
:
Detecting Contaminants in Smart Buildings by Exploiting Temporal and Spatial Correlation. SSCI 2015: 601-608 - [p3]Fabio Alberto Schreiber, Manuel Roveri:
Sensors and Wireless Sensor Networks as Data Sources: Models and Languages. Data Management in Pervasive Systems 2015: 69-92 - [p2]Cesare Alippi, Romolo Camplani, Antonio Marullo, Manuel Roveri
:
Algorithms and Tools for Intelligent Monitoring of Critical Infrastructure Systems. Intelligent Monitoring, Control, and Security of Critical Infrastructure Systems 2015: 167-184 - 2014
- [j12]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): 1021-1032 (2014) - [c35]Giacomo Boracchi
, Manuel Roveri
:
A reconfigurable and element-wise ICI-based change-detection test for streaming data. CIVEMSA 2014: 58-63 - [c34]Cesare Alippi, Manuel Roveri
, Francesco Trovò:
Learning causal dependencies to etect and diagnose faults in sensor networks. IES 2014: 34-41 - [c33]Manuel Roveri
, Francesco Trovò:
An Ensemble of HMMs for Cognitive Fault Detection in Distributed Sensor Networks. AIAI 2014: 90-100 - [c32]Giacomo Boracchi
, Michalis Michaelides, Manuel Roveri
:
A cognitive monitoring system for contaminant detection in intelligent buildings. IJCNN 2014: 69-76 - [c31]Giacomo Boracchi
, Manuel Roveri
:
Exploiting self-similarity for change detection. IJCNN 2014: 3339-3346 - [c30]Anna Antola, A. Lorenzo Mezzalira, Manuel Roveri
:
GINGER: a minimizing-effects reprogramming paradigm for distributed sensor networks. ROSE 2014: 88-93 - [i1]Cesare Alippi, Maurizio Bocca, Giacomo Boracchi, Neal Patwari, Manuel Roveri:
RTI Goes Wild: Radio Tomographic Imaging for Outdoor People Detection and Localization. CoRR abs/1407.8509 (2014) - 2013
- [j11]Cesare Alippi, Giacomo Boracchi
, Manuel Roveri
:
Ensembles of change-point methods to estimate the change point in residual sequences. Soft Comput. 17(11): 1971-1981 (2013) - [j10]Cesare Alippi, Giacomo Boracchi
, Manuel Roveri
:
Just-In-Time Classifiers for Recurrent Concepts. IEEE Trans. Neural Networks Learn. Syst. 24(4): 620-634 (2013) - [j9]Cesare Alippi, Stavros Ntalampiras
, Manuel Roveri
:
A Cognitive Fault Diagnosis System for Distributed Sensor Networks. IEEE Trans. Neural Networks Learn. Syst. 24(8): 1213-1226 (2013) - [j8]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): 41:1-41:32 (2013) - [c29]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: 615-624 - [c28]Cesare Alippi, Stavros Ntalampiras
, Manuel Roveri
:
Model ensemble for an effective on-line reconstruction of missing data in sensor networks. IJCNN 2013: 1-6 - [c27]Joseba Quevedo
, Cesare Alippi, Miquel Àngel 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: 394-400 - [c26]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: 73-80 - 2012
- [c25]Cesare Alippi, Manuel Roveri
, Francesco Trovò:
A "Learning from Models" Cognitive Fault Diagnosis System. ICANN (2) 2012: 305-313 - [c24]Cesare Alippi, Giacomo Boracchi
, Manuel Roveri
:
Just-in-time ensemble of classifiers. IJCNN 2012: 1-8 - [c23]Cesare Alippi, Giacomo Boracchi
, Manuel Roveri
:
On-line reconstruction of missing data in sensor/actuator networks by exploiting temporal and spatial redundancy. IJCNN 2012: 1-8 - [c22]Cesare Alippi, Stavros Ntalampiras
, Manuel Roveri
:
An HMM-based change detection method for intelligent embedded sensors. IJCNN 2012: 1-7 - [c21]Cesare Alippi, Romolo Camplani, Manuel Roveri
, Gabriele Viscardi:
Netbrick: A high-performance, low-power hardware platform for wireless and hybrid sensor networks. MASS 2012: 111-117 - [c20]Toktam Mahmoodi
, Manuel Roveri
:
Identifying network failure via detecting changes in power profile. PerCom Workshops 2012: 758-763 - [p1]