Manuel Roveri - RankMe

170 papers A* 5A 4B 38C 2Misc 2Journal 73Unranked 40

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	DQT: Dynamic Quantization Training via Dequantization-Free Nested Integer Arithmetic. AAAI Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Francesca Palermo, Diana Trojaniello, Manuel Roveri
2026	J	`jnl`	EmbBERT: Attention under 2 MB memory. Neural Networks Riccardo Bravin, Massimo Pavan, Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri
2026	A*	`conf`	InfoQ: Mixed-Precision Quantization via Global Information Flow. AAAI Mehmet Emre Akbulut, Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri
2026	J	`jnl`	Long-Term Time Series Forecasting: The Good, the Bad, and the Ugly. IEEE Comput. Intell. Mag. Lorenzo Epifani, Alessandro Falcetta, Manuel Roveri
2026	J	`jnl`	SQUAD: Scalable Quorum Adaptive Decisions via ensemble of early exit neural networks. CoRR Matteo Gambella, Fabrizio Pittorino, Giuliano Casale, Manuel Roveri
2025	J	`jnl`	Advancements in Context Recognition for Edge Devices and Smart Eyewear: Sensors and Applications. IEEE Access Francesca Palermo, Luca Casciano, Lokmane Demagh, Aurelio Teliti, Niccolò Antonello, Giacomo Gervasoni, Hazem Hesham Yousef Shalby, Marco Brando Mario Paracchini, Simone Mentasti, Hao Quan, Riccardo Santambrogio, Cédric Gilbert, Manuel Roveri, Matteo Matteucci, Marco Marcon, Diana Trojaniello
2025	J	`jnl`	Architecture-Aware Minimization (A CoRR Matteo Gambella, Fabrizio Pittorino, Manuel Roveri
2025	J	`jnl`	Architecture-aware minimization (A Mach. Learn. Sci. Technol. Matteo Gambella, Fabrizio Pittorino, Manuel Roveri
2025	J	`jnl`	BEP: A Binary Error Propagation Algorithm for Binary Neural Networks Training. CoRR Luca Colombo, Fabrizio Pittorino, Daniele Zambon, Carlo Baldassi, Manuel Roveri, Cesare Alippi
2025	J	`jnl`	Big Data, Machine Learning, and Personalization in Health Systems: Ethical Issues and Emerging Trade-Offs. Sci. Eng. Ethics Stefano Canali, Alessandro Falcetta, Massimo Pavan, Manuel Roveri, Viola Schiaffonati
2025	A*	`conf`	CEED: Collaborative Early Exit Neural Network Inference at the Edge. INFOCOM Yichong Chen, Zifeng Niu, Manuel Roveri, Giuliano Casale
2025	J	`jnl`	DQT: Dynamic Quantization Training via Dequantization-Free Nested Integer Arithmetic. CoRR Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Francesca Palermo, Diana Trojaniello, Manuel Roveri
2025	B	`conf`	DYNAMAX: Dynamic computing for Transformers and Mamba based architectures. IJCNN Miguel Nogales, Matteo Gambella, Manuel Roveri
2025	J	`jnl`	DYNAMAX: Dynamic computing for Transformers and Mamba based architectures. CoRR Miguel Nogales, Matteo Gambella, Manuel Roveri
2025	J	`jnl`	Dendron: Enhancing Human Activity Recognition with On-Device TinyML Learning. CoRR Hazem Hesham Yousef Shalby, Manuel Roveri
2025	J	`jnl`	EmbBERT-Q: Breaking Memory Barriers in Embedded NLP. CoRR Riccardo Bravin, Massimo Pavan, Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri
2025	B	`conf`	HEDEL: Homomorphically Encrypted Distributed Ensemble Learning. IJCNN Riccardo Pazzi, Alessandro Falcetta, Manuel Roveri
2025	J	`jnl`	InfoQ: Mixed-Precision Quantization via Global Information Flow. CoRR Mehmet Emre Akbulut, Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri
2025	J	`jnl`	NACHOS: Neural Architecture Search for Hardware-Constrained Early-Exit Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Matteo Gambella, Jary Pomponi, Simone Scardapane, Manuel Roveri
2025	A	`conf`	NITRO-D: Native Integer-Only Training of Deep Convolutional Neural Networks. ECAI Alberto Pirillo, Luca Colombo, Manuel Roveri
2025	J	`jnl`	On-Sensor Convolutional Neural Networks with Early-Exits. CoRR Hazem Hesham Yousef Shalby, Arianna De Vecchi, Alice Scandelli, Pietro Bartoli, Diana Trojaniello, Manuel Roveri, Federica Villa
2025	J	`jnl`	Quantifying Cryptocurrency Unpredictability: A Comprehensive Study of Complexity and Forecasting. CoRR Francesco Puoti, Fabrizio Pittorino, Manuel Roveri
2025	J	`jnl`	SEAL: Searching Expandable Architectures for Incremental Learning. CoRR Matteo Gambella, Vicente Javier Castro Solar, Manuel Roveri
2025	J	`jnl`	SELA: Smart Edge LLM Agent to Optimize Response Trade-offs of AI Assistants. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Shreshth Tuli, Giuliano Casale, Manuel Roveri
2025	B	`conf`	TActiLE: Tiny Active LEarning for wearable devices. IJCNN Massimo Pavan, Claudio Galimberti, Manuel Roveri
2025	J	`jnl`	TActiLE: Tiny Active LEarning for wearable devices. CoRR Massimo Pavan, Claudio Galimberti, Manuel Roveri
2025	J	`jnl`	Training multi-layer binary neural networks with random local binary error signals. Mach. Learn. Sci. Technol. Luca Colombo, Fabrizio Pittorino, Manuel Roveri
2024	J	`jnl`	A Lightweight Neural Architecture Search Model for Medical Image Classification. CoRR Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi
2024	B	`conf`	An Efficient Neural Architecture Search Model for Medical Image Classification. ESANN Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi
2024	A	`conf`	ChainNet: A Customized Graph Neural Network Model for Loss-Aware Edge AI Service Deployment. DSN Zifeng Niu, Manuel Roveri, Giuliano Casale
2024	J	`jnl`	EVAD: encrypted vibrational anomaly detection with homomorphic encryption. Neural Comput. Appl. Alessandro Falcetta, Manuel Roveri
2024	J	`jnl`	Evolving Fuzzy Prediction Intervals in Nonstationary Environments. IEEE Trans. Emerg. Top. Comput. Intell. Oscar Cartagena, Francesco Trovò, Manuel Roveri, Doris Sáez
2024	B	`conf`	FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness. IJCNN Matteo Gambella, Fabrizio Pittorino, Manuel Roveri
2024	J	`jnl`	FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness. CoRR Matteo Gambella, Fabrizio Pittorino, Manuel Roveri
2024	J	`jnl`	NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks. CoRR Matteo Gambella, Jary Pomponi, Simone Scardapane, Manuel Roveri
2024	J	`jnl`	NITRO-D: Native Integer-only Training of Deep Convolutional Neural Networks. CoRR Alberto Pirillo, Luca Colombo, Manuel Roveri
2024	—	`conf`	Quantifying Cryptocurrency Unpredictability: A Comprehensive Study of Complexity and Forecasting. AIMLSystems Francesco Puoti, Fabrizio Pittorino, Manuel Roveri
2024	J	`jnl`	Scheduling Inputs in Early Exit Neural Networks. IEEE Trans. Computers Giuliano Casale, Manuel Roveri
2024	B	`conf`	StreamTinyNet: video streaming analysis with spatial-temporal TinyML. IJCNN Hazem Hesham Yousef Shalby, Massimo Pavan, Manuel Roveri
2024	J	`jnl`	StreamTinyNet: video streaming analysis with spatial-temporal TinyML. CoRR Hazem Hesham Yousef Shalby, Massimo Pavan, Manuel Roveri
2024	J	`jnl`	TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment. CoRR Luca Colombo, Alessandro Falcetta, Manuel Roveri
2024	J	`jnl`	Tiny Machine Learning for Concept Drift. IEEE Trans. Neural Networks Learn. Syst. Simone Disabato, Manuel Roveri
2024	—	`conf`	TinyML4D: Scaling Embedded Machine Learning Education in the Developing World. AAAI Spring Symposia 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 Oluwatobi 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
2024	—	`conf`	TinySV: Speaker Verification in TinyML with On-device Learning. AIMLSystems Massimo Pavan, Gioele Mombelli, Francesco Sinacori, Manuel Roveri
2024	J	`jnl`	TinySV: Speaker Verification in TinyML with On-device Learning. CoRR Massimo Pavan, Gioele Mombelli, Francesco Sinacori, Manuel Roveri
2024	—	`conf`	Training Encrypted Neural Networks on Encrypted Data with Fully Homomorphic Encryption. WAHC@CCS Luca Colombo, Alessandro Falcetta, Manuel Roveri
2024	J	`jnl`	Training Multi-Layer Binary Neural Networks With Local Binary Error Signals. CoRR Luca Colombo, Fabrizio Pittorino, Manuel Roveri
2024	J	`jnl`	TyBox: An Automatic Design and Code Generation Toolbox for TinyML Incremental On-Device Learning. ACM Trans. Embed. Comput. Syst. Massimo Pavan, Eugeniu Ostrovan, Armando Caltabiano, Manuel Roveri
2024	—	`conf`	VETT: VectorDB-Enabled Transfer-Learning for Time-Series Forecasting. AIMLSystems Alessandro Falcetta, Giulio Cristofaro, Lorenzo Epifani, Manuel Roveri
2023	B	`conf`	Coupling QoS Co-Simulation with Online Adaptive Arrival Forecasting. CNSM Yichong Chen, Manuel Roveri, Shreshth Tuli, Giuliano Casale
2023	B	`conf`	EDANAS: Adaptive Neural Architecture Search for Early Exit Neural Networks. IJCNN Matteo Gambella, Manuel Roveri
2023	—	`conf`	GreenTea: Time-series Exploration as-a-Service for environmental science. CAI Francesco Puoti, Alessandro Falcetta, Manuel Roveri, Diego Riva, Davide Chiggiato
2023	—	`conf`	TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment. AIMLSystems Luca Colombo, Alessandro Falcetta, Manuel Roveri
2023	B	`conf`	To Personalize or Not To Personalize? Soft Personalization and the Ethics of ML for Health. DSAA Alessandro Falcetta, Massimo Pavan, Stefano Canali, Viola Schiaffonati, Manuel Roveri
2023	—	`conf`	Unveiling the Potential of Tiny Machine Learning for Enhanced People Counting in UWB Radar Data. PKDD/ECML Workshops (4) Massimo Pavan, Luis González Navarro, Armando Caltabiano, Manuel Roveri
2022	—	`conf`	A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification. SSCI Kleanthis Malialis, Manuel Roveri, Cesare Alippi, Christos G. Panayiotou, Marios M. Polycarpou
2022	J	`jnl`	A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification. CoRR Kleanthis Malialis, Manuel Roveri, Cesare Alippi, Christos G. Panayiotou, Marios M. Polycarpou
2022	J	`jnl`	A transfer-learning approach for corrosion prediction in pipeline infrastructures. Appl. Intell. Giuseppe Canonaco, Manuel Roveri, Cesare Alippi, Fabrizio Podenzani, Antonio Bennardo, Marco Conti, Nicola Mancini
2022	B	`conf`	CNAS: Constrained Neural Architecture Search. SMC Matteo Gambella, Alessandro Falcetta, Manuel Roveri
2022	J	`jnl`	Guest Editorial: Computational Intelligence for Human-in-the-Loop Cyber Physical Systems. IEEE Trans. Emerg. Top. Comput. Intell. Alireza Jolfaei, Muhammad Usman, Manuel Roveri, Michael Sheng, Marimuthu Palaniswami, Krishna Kant
2022	J	`jnl`	Leak detection and localization in water distribution networks by combining expert knowledge and data-driven models. Neural Comput. Appl. Adrià Soldevila, Giacomo Boracchi, Manuel Roveri, Sebastian Tornil-Sin, Vicenç Puig
2022	—	`conf`	On-device Subject Recognition in UWB-radar Data with Tiny Machine Learning. CPS Summer School, PhD Workshop Massimo Pavan, Armando Caltabiano, Manuel Roveri
2022	J	`jnl`	Privacy-Preserving Deep Learning With Homomorphic Encryption: An Introduction. IEEE Comput. Intell. Mag. Alessandro Falcetta, Manuel Roveri
2022	B	`conf`	Privacy-preserving time series prediction with temporal convolutional neural networks. IJCNN Alessandro Falcetta, Manuel Roveri
2022	—	`conf`	T4C: A Framework for Time-Series Clustering-as-a-Service. CPS Summer School, PhD Workshop Alessandro Falcetta, Manuel Roveri
2022	B	`conf`	TinyML for UWB-radar based presence detection. IJCNN Massimo Pavan, Armando Caltabiano, Manuel Roveri
2021	—	`conf`	A Machine-Learning Approach for the Prediction of Internal Corrosion in Pipeline Infrastructures. I2MTC Giuseppe Canonaco, Manuel Roveri, Cesare Alippi, Fabrizio Podenzani, Antonio Bennardo, Marco Conti, Nicola Mancini
2021	B	`conf`	Adaptive Federated Learning in Presence of Concept Drift. IJCNN Giuseppe Canonaco, Alex Bergamasco, Alessio Mongelluzzo, Manuel Roveri
2021	B	`conf`	Birdsong Detection at the Edge with Deep Learning. SMARTCOMP Simone Disabato, Giuseppe Canonaco, Paul G. Flikkema, Manuel Roveri, Cesare Alippi
2021	J	`jnl`	Distributed Deep Convolutional Neural Networks for the Internet-of-Things. IEEE Trans. Computers Simone Disabato, Manuel Roveri, Cesare Alippi
2021	—	`conf`	RECKONition: a NLP-based system for Industrial Accidents at Work Prevention (Discussion Paper). SEBD Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Manuel Roveri
2021	J	`jnl`	RECKONition: a NLP-based system for Industrial Accidents at Work Prevention. CoRR Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Manuel Roveri
2021	—	`conf`	RECKOn: a REal-world, Context-aware KnOwledge-based lab (Discussion Paper). SEBD Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Davide Piantella, Manuel Roveri, Fabio Alberto Schreiber, Alessandra Scutti, Mahsa Shekari, Letizia Tanca
2021	A	`conf`	Time-variant variational transfer for value functions. UAI Giuseppe Canonaco, Andrea Soprani, Matteo Giuliani, Andrea Castelletti, Manuel Roveri, Marcello Restelli
2021	J	`jnl`	Tiny Machine Learning for Concept Drift. CoRR Simone Disabato, Manuel Roveri
2020	B	`conf`	A Computational Intelligence Characterization of Solar Magnetograms. IJCNN Julio J. Valdés, Ljubomir Nikolic, Simone Disabato, Manuel Roveri
2020	B	`conf`	A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. IJCNN Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri
2020	J	`jnl`	A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. CoRR Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri
2020	J	`jnl`	An energy harvesting solution for computation offloading in Fog Computing networks. Comput. Commun. Arash Bozorgchenani, Simone Disabato, Daniele Tarchi, Manuel Roveri
2020	—	`conf`	Corrosion Prediction in Oil and Gas Pipelines: a Machine Learning Approach. I2MTC Giuseppe Canonaco, Manuel Roveri, Cesare Alippi, Fabrizio Podenzani, Antonio Bennardo, Marco Conti, Nicola Mancini
2020	J	`jnl`	Guest Editorial Special Issue on Recent Advances in Theory, Methodology, and Applications of Imbalanced Learning. IEEE Trans. Neural Networks Learn. Syst. Jing-Hao Xue, Zhanyu Ma, Manuel Roveri, Nathalie Japkowicz
2020	—	`conf`	Incremental On-Device Tiny Machine Learning. AIChallengeIoT@SenSys Simone Disabato, Manuel Roveri
2020	A	`conf`	Model-Free Non-Stationarity Detection and Adaptation in Reinforcement Learning. ECAI Giuseppe Canonaco, Marcello Restelli, Manuel Roveri
2020	—	`conf`	Prototyping and Metrological Characterization of a Data Acquisition and Processing System Based on Edge Computing. MetroInd4.0&IoT Giuseppe Lorenzini, Fabio Conti, Giovanni Raffaele Maria Parenti, Diego Scaccabarozzi, Manuel Roveri, Marco Tarabini
2020	J	`jnl`	Time-Variant Variational Transfer for Value Functions. CoRR Giuseppe Canonaco, Andrea Soprani, Manuel Roveri, Marcello Restelli
2019	J	`jnl`	Distributed Deep Convolutional Neural Networks for the Internet-of-Things. CoRR Simone Disabato, Manuel Roveri, Cesare Alippi
2019	J	`jnl`	False Data Detection for Fog and Internet of Things Networks. Sensors Romano Fantacci, Francesca Nizzi, Tommaso Pecorella, Laura Pierucci, Manuel Roveri
2019	J	`jnl`	INDIANA: An interactive system for assisting database exploration. Inf. Syst. Antonio Giuzio, Giansalvatore Mecca, Elisa Quintarelli, Manuel Roveri, Donatello Santoro, Letizia Tanca
2019	B	`conf`	Learning Convolutional Neural Networks in presence of Concept Drift. IJCNN Simone Disabato, Manuel Roveri
2019	J	`jnl`	Learning Discrete-Time Markov Chains Under Concept Drift. IEEE Trans. Neural Networks Learn. Syst. Manuel Roveri
2018	—	`ed.`	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 SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Guojun Wang, Qi Han, Md. Zakirul Alam Bhuiyan, Xiaoxing Ma, Frédéric Loulergue, Peng Li, Manuel Roveri, Lei Chen
2018	J	`jnl`	A Cognitive Monitoring System for Detecting and Isolating Contaminants and Faults in Intelligent Buildings. IEEE Trans. Syst. Man Cybern. Syst. Giacomo Boracchi, Michalis P. Michaelides, Manuel Roveri
2018	—	`ch.`	An Improved Hilbert-Huang Transform for Non-linear and Time-Variant Signals. Multidisciplinary Approaches to Neural Computing Cesare Alippi, Wen Qi, Manuel Roveri
2018	—	`conf`	Intelligent Cyber-Physical Systems for Industry 4.0. AI4I Dario Cogliati, Mirko Falchetto, Danilo Pau, Manuel Roveri, Gabriele Viscardi
2018	—	`conf`	Moving convolutional neural networks to embedded systems: the alexnet and VGG-16 case. IPSN Cesare Alippi, Simone Disabato, Manuel Roveri
2018	B	`conf`	Reducing the Computation Load of Convolutional Neural Networks through Gate Classification. IJCNN Simone Disabato, Manuel Roveri
2017	A*	`conf`	A lightweight and energy-efficient Internet-of-birds tracking system. PerCom Cesare Alippi, Roberto Ambrosini, Violetta Longoni, Dario Cogliati, Manuel Roveri
2017	—	`conf`	A spectrum-based adaptive sampling algorithm for smart sensing. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Ilaria Scarabottolo, Cesare Alippi, Manuel Roveri
2017	J	`jnl`	An Ensemble Approach for Cognitive Fault Detection and Isolation in Sensor Networks. Int. J. Neural Syst. Manuel Roveri, Francesco Trovò
2017	—	`conf`	Capacity Planning of Fog Computing Infrastructures for Smart Monitoring. InfQ@VALUETOOLS Riccardo Pinciroli, Marco Gribaudo, Manuel Roveri, Giuseppe Serazzi
2017	B	`conf`	Detecting changes at the sensor level in cyber-physical systems: Methodology and technological implementation. IJCNN Cesare Alippi, Viviana D'Alto, Mirko Falchetto, Danilo Pau, Manuel Roveri
2017	J	`jnl`	Hierarchical Change-Detection Tests. IEEE Trans. Neural Networks Learn. Syst. Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2017	—	`conf`	Learning in Nonstationary Environments: A Hybrid Approach. ICAISC (2) Cesare Alippi, Wen Qi, Manuel Roveri
2017	J	`jnl`	Model-Free Fault Detection and Isolation in Large-Scale Cyber-Physical Systems. IEEE Trans. Emerg. Top. Comput. Intell. Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
2017	J	`jnl`	The (Not) Far-Away Path to Smart Cyber-Physical Systems: An Information-Centric Framework. Computer Cesare Alippi, Manuel Roveri
2016	—	`conf`	A CPM-Based Change Detection Test for Big Data. INNS Conference on Big Data Giada Tacconelli, Manuel Roveri
2016	J	`jnl`	A Cloud to the Ground: The New Frontier of Intelligent and Autonomous Networks of Things. IEEE Commun. Mag. Cesare Alippi, Romano Fantacci, Dania Marabissi, Manuel Roveri
2016	J	`jnl`	A Reprogrammable and Intelligent Monitoring System for Rock-Collapse Forecasting. IEEE Syst. J. Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2016	—	`conf`	An incremental learning mechanism for human activity recognition. SSCI Stavros Ntalampiras, Manuel Roveri
2016	A*	`conf`	Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss. IJCAI Cesare Alippi, Giacomo Boracchi, Diego Carrera, Manuel Roveri
2016	—	`conf`	Designing HMMs in the Age of Big Data. INNS Conference on Big Data Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
2016	J	`jnl`	Just-in-Time Adaptive Algorithm for Optimal Parameter Setting in 802.15.4 WSNs. ACM Trans. Auton. Adapt. Syst. Simone Brienza, Manuel Roveri, Domenico De Guglielmo, Giuseppe Anastasi
2016	—	`ch.`	Making Intelligent the Embedded Systems Through Cognitive Outlier and Fault Detection. Advances in Neural Networks Manuel Roveri, Francesco Trovò
2016	B	`conf`	Online model-free sensor fault identification and dictionary learning in Cyber-Physical Systems. IJCNN Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
2016	J	`jnl`	RTI Goes Wild: Radio Tomographic Imaging for Outdoor People Detection and Localization. IEEE Trans. Mob. Comput. Cesare Alippi, Maurizio Bocca, Giacomo Boracchi, Neal Patwari, Manuel Roveri
2015	—	`ch.`	Algorithms and Tools for Intelligent Monitoring of Critical Infrastructure Systems. Intelligent Monitoring, Control, and Security of Critical Infrastructure Systems Cesare Alippi, Romolo Camplani, Antonio Marullo, Manuel Roveri
2015	J	`jnl`	Database Challenges for Exploratory Computing. SIGMOD Rec. Marcello Buoncristiano, Giansalvatore Mecca, Elisa Quintarelli, Manuel Roveri, Donatello Santoro, Letizia Tanca
2015	—	`conf`	Detecting Contaminants in Smart Buildings by Exploiting Temporal and Spatial Correlation. SSCI Giacomo Boracchi, Michalis Michaelides, Manuel Roveri
2015	—	`conf`	Exploratory Computing: What is there for the Database Researcher? SEBD Marcello Buoncristiano, Giansalvatore Mecca, Elisa Quintarelli, Manuel Roveri, Donatello Santoro, Letizia Tanca
2015	J	`jnl`	Learning in Nonstationary Environments: A Survey. IEEE Comput. Intell. Mag. Gregory Ditzler, Manuel Roveri, Cesare Alippi, Robi Polikar
2015	—	`ch.`	Sensors and Wireless Sensor Networks as Data Sources: Models and Languages. Data Management in Pervasive Systems Fabio Alberto Schreiber, Manuel Roveri
2014	J	`jnl`	A Self-Building and Cluster-Based Cognitive Fault Diagnosis System for Sensor Networks. IEEE Trans. Neural Networks Learn. Syst. Cesare Alippi, Manuel Roveri, Francesco Trovò
2014	B	`conf`	A cognitive monitoring system for contaminant detection in intelligent buildings. IJCNN Giacomo Boracchi, Michalis Michaelides, Manuel Roveri
2014	—	`conf`	A reconfigurable and element-wise ICI-based change-detection test for streaming data. CIVEMSA Giacomo Boracchi, Manuel Roveri
2014	Misc	`conf`	An Ensemble of HMMs for Cognitive Fault Detection in Distributed Sensor Networks. AIAI Manuel Roveri, Francesco Trovò
2014	B	`conf`	Exploiting self-similarity for change detection. IJCNN Giacomo Boracchi, Manuel Roveri
2014	—	`conf`	GINGER: a minimizing-effects reprogramming paradigm for distributed sensor networks. ROSE Anna Antola, A. Lorenzo Mezzalira, Manuel Roveri
2014	C	`conf`	Learning causal dependencies to etect and diagnose faults in sensor networks. IES Cesare Alippi, Manuel Roveri, Francesco Trovò
2014	J	`jnl`	RTI Goes Wild: Radio Tomographic Imaging for Outdoor People Detection and Localization. CoRR Cesare Alippi, Maurizio Bocca, Giacomo Boracchi, Neal Patwari, Manuel Roveri
2013	J	`jnl`	A Cognitive Fault Diagnosis System for Distributed Sensor Networks. IEEE Trans. Neural Networks Learn. Syst. Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
2013	Misc	`conf`	A Hierarchy of Change-Point Methods for Estimating the Time Instant of Leakages in Water Distribution Networks. AIAI Giacomo Boracchi, Vicenç Puig, Manuel Roveri
2013	J	`jnl`	A high-frequency sampling monitoring system for environmental and structural applications. ACM Trans. Sens. Networks Cesare Alippi, Romolo Camplani, Cristian Galperti, Antonio Marullo, Manuel Roveri
2013	—	`conf`	A learning-based algorithm for optimal mac parameters setting in IEEE 802.15.4 wireless sensor networks. PE-WASUN Simone Brienza, Domenico De Guglielmo, Cesare Alippi, Giuseppe Anastasi, Manuel Roveri
2013	J	`jnl`	Ensembles of change-point methods to estimate the change point in residual sequences. Soft Comput. Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2013	J	`jnl`	Just-In-Time Classifiers for Recurrent Concepts. IEEE Trans. Neural Networks Learn. Syst. Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2013	B	`conf`	Model ensemble for an effective on-line reconstruction of missing data in sensor networks. IJCNN Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
2013	—	`conf`	Temporal/spatial model-based fault diagnosis vs. Hidden Markov models change detection method: Application to the Barcelona water network. MED Joseba Quevedo, Cesare Alippi, Miquel Àngel Cugueró, Stavros Ntalampiras, Vicenç Puig, Manuel Roveri, Diego García
2012	—	`conf`	A "Learning from Models" Cognitive Fault Diagnosis System. ICANN (2) Cesare Alippi, Manuel Roveri, Francesco Trovò
2012	B	`conf`	An HMM-based change detection method for intelligent embedded sensors. IJCNN Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
2012	—	`conf`	Identifying network failure via detecting changes in power profile. PerCom Workshops Toktam Mahmoodi, Manuel Roveri
2012	B	`conf`	Just-in-time ensemble of classifiers. IJCNN Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2012	B	`conf`	Netbrick: A high-performance, low-power hardware platform for wireless and hybrid sensor networks. MASS Cesare Alippi, Romolo Camplani, Manuel Roveri, Gabriele Viscardi
2012	B	`conf`	On-line reconstruction of missing data in sensor/actuator networks by exploiting temporal and spatial redundancy. IJCNN Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2012	—	`ch.`	Wireless Sensor Networks for Monitoring Vineyards. ArtDeco Cesare Alippi, Giacomo Boracchi, Romolo Camplani, Manuel Roveri
2011	—	`conf`	A Distributed Self-adaptive Nonparametric Change-Detection Test for Sensor/Actuator Networks. ICANN (2) Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2011	B	`conf`	A hierarchical, nonparametric, sequential change-detection test. IJCNN Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2011	J	`jnl`	A just-in-time adaptive classification system based on the intersection of confidence intervals rule. Neural Networks Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2011	B	`conf`	An effective just-in-time adaptive classifier for gradual concept drifts. IJCNN Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2010	—	`conf`	Adaptive Classifiers with ICI-Based Adaptive Knowledge Base Management. ICANN (2) Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2010	J	`jnl`	An Adaptive Sampling Algorithm for Effective Energy Management in Wireless Sensor Networks With Energy-Hungry Sensors. IEEE Trans. Instrum. Meas. Cesare Alippi, Giuseppe Anastasi, Mario Di Francesco, Manuel Roveri
2010	B	`conf`	An hybrid wireless-wired monitoring system for real-time rock collapse forecasting. MASS Cesare Alippi, Romolo Camplani, Cristian Galperti, Antonio Marullo, Manuel Roveri
2010	B	`conf`	Change detection tests using the ICI rule. IJCNN Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2010	J	`jnl`	Detecting External Disturbances on the Camera Lens in Wireless Multimedia Sensor Networks. IEEE Trans. Instrum. Meas. Cesare Alippi, Giacomo Boracchi, Romolo Camplani, Manuel Roveri
2010	B	`conf`	Virtual k-fold cross validation: An effective method for accuracy assessment. IJCNN Cesare Alippi, Manuel Roveri
2009	—	`conf`	A virtual machine for energy management in WSNs. ROSE Cesare Alippi, Romolo Camplani, Manuel Roveri
2009	J	`jnl`	An Adaptive LLC-Based and Hierarchical Power-Aware Routing Algorithm. IEEE Trans. Instrum. Meas. Cesare Alippi, Romolo Camplani, Manuel Roveri
2009	—	`conf`	Detecting drops on lens in wireless multimedia sensor network nodes. ROSE Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2009	B	`conf`	Just in time classifiers: Managing the slow drift case. IJCNN Cesare Alippi, Giacomo Boracchi, Manuel Roveri
2008	J	`jnl`	Just-in-Time Adaptive Classifiers - Part I: Detecting Nonstationary Changes. IEEE Trans. Neural Networks Cesare Alippi, Manuel Roveri
2008	J	`jnl`	Just-in-Time Adaptive Classifiers - Part II: Designing the Classifier. IEEE Trans. Neural Networks Cesare Alippi, Manuel Roveri
2008	B	`conf`	k-NN classifiers: Investigating the k=k(n) relationship. IJCNN Cesare Alippi, M. Fuhrman, Manuel Roveri
2007	—	`conf`	A Hierarchical LLC Routing Algorithm for WSNs. ROSE Cesare Alippi, Romolo Camplani, Manuel Roveri
2007	B	`conf`	Adaptive Classifiers in Stationary Conditions. IJCNN Cesare Alippi, Manuel Roveri
2007	B	`conf`	Adaptive Sampling for Energy Conservation in Wireless Sensor Networks for Snow Monitoring Applications. MASS Cesare Alippi, Giuseppe Anastasi, Cristian Galperti, Francesca Mancini, Manuel Roveri
2007	B	`conf`	Just-in-time Adaptive Classifiers in Non-Stationary Conditions. IJCNN Cesare Alippi, Manuel Roveri
2006	B	`conf`	A computational intelligence-based criterion to detect non-stationarity trends. IJCNN Cesare Alippi, Manuel Roveri
2006	C	`conf`	An adaptive CUSUM-based test for signal change detection. ISCAS Cesare Alippi, Manuel Roveri
2005	—	`conf`	An adaptive system for automatic invoice-documents classification. ICIP (2) Cesare Alippi, F. Pessina, Manuel Roveri
2005	—	`conf`	Visual inspection of particle boards for quality assessment. ICIP (3) Vincenzo Piuri, Fabio Scotti, Manuel Roveri
2005	J	`jnl`	What planner for ambient intelligence applications? IEEE Trans. Syst. Man Cybern. Part A Francesco Amigoni, Nicola Gatti, C. Pinciroli, Manuel Roveri