Manuel Roveri

Marco Tarabini

Proceedings of the 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2020

A Computational Intelligence Characterization of Solar Magnetograms.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Corrosion Prediction in Oil and Gas Pipelines: a Machine Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Model-Free Non-Stationarity Detection and Adaptation in Reinforcement Learning.

[BibT_eX]

[DOI]

Giuseppe Canonaco

Marcello Restelli

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Learning Discrete-Time Markov Chains Under Concept Drift.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

False Data Detection for Fog and Internet of Things Networks.

[BibT_eX]

[DOI]

Sensors, 2019

INDIANA: An interactive system for assisting database exploration.

[BibT_eX]

[DOI]

Inf. Syst., 2019

Learning Convolutional Neural Networks in presence of Concept Drift.

[BibT_eX]

[DOI]

Simone Disabato

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

An Improved Hilbert-Huang Transform for Non-linear and Time-Variant Signals.

[BibT_eX]

[DOI]

Wen Qi

Proceedings of the Multidisciplinary Approaches to Neural Computing, 2018

A Cognitive Monitoring System for Detecting and Isolating Contaminants and Faults in Intelligent Buildings.

[BibT_eX]

[DOI]

Michalis P. Michaelides

IEEE Trans. Syst. Man Cybern. Syst., 2018

Moving convolutional neural networks to embedded systems: the alexnet and VGG-16 case.

[BibT_eX]

[DOI]

Simone Disabato

Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

Reducing the Computation Load of Convolutional Neural Networks through Gate Classification.

[BibT_eX]

[DOI]

Simone Disabato

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Intelligent Cyber-Physical Systems for Industry 4.0.

[BibT_eX]

[DOI]

Proceedings of the First International Conference on Artificial Intelligence for Industries, 2018

2017

Hierarchical Change-Detection Tests.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Model-Free Fault Detection and Isolation in Large-Scale Cyber-Physical Systems.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2017

An Ensemble Approach for Cognitive Fault Detection and Isolation in Sensor Networks.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2017

The (Not) Far-Away Path to Smart Cyber-Physical Systems: An Information-Centric Framework.

[BibT_eX]

[DOI]

Computer, 2017

Capacity Planning of Fog Computing Infrastructures for Smart Monitoring.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Quantitative Methods in Informatics, 2017

A spectrum-based adaptive sampling algorithm for smart sensing.

[BibT_eX]

[DOI]

Ilaria Scarabottolo

Proceedings of the 2017 IEEE SmartWorld, 2017

A lightweight and energy-efficient Internet-of-birds tracking system.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications, 2017

Detecting changes at the sensor level in cyber-physical systems: Methodology and technological implementation.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Learning in Nonstationary Environments: A Hybrid Approach.

[BibT_eX]

[DOI]

Wen Qi

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

Making Intelligent the Embedded Systems Through Cognitive Outlier and Fault Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - Computational Intelligence for ICT, 2016

RTI Goes Wild: Radio Tomographic Imaging for Outdoor People Detection and Localization.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2016

Just-in-Time Adaptive Algorithm for Optimal Parameter Setting in 802.15.4 WSNs.

[BibT_eX]

[DOI]

Simone Brienza

Domenico De Guglielmo

Giuseppe Anastasi

ACM Trans. Auton. Adapt. Syst., 2016

A Reprogrammable and Intelligent Monitoring System for Rock-Collapse Forecasting.

[BibT_eX]

[DOI]

IEEE Syst. J., 2016

A Cloud to the Ground: The New Frontier of Intelligent and Autonomous Networks of Things.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2016

An incremental learning mechanism for human activity recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A CPM-Based Change Detection Test for Big Data.

[BibT_eX]

[DOI]

Giada Tacconelli

Proceedings of the Advances in Big Data, 2016

Designing HMMs in the Age of Big Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Big Data, 2016

Online model-free sensor fault identification and dictionary learning in Cyber-Physical Systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015

Algorithms and Tools for Intelligent Monitoring of Critical Infrastructure Systems.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Monitoring, 2015

Database Challenges for Exploratory Computing.

[BibT_eX]

[DOI]

Marcello Buoncristiano

SIGMOD Rec., 2015

Learning in Nonstationary Environments: A Survey.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2015

Detecting Contaminants in Smart Buildings by Exploiting Temporal and Spatial Correlation.

[BibT_eX]

[DOI]

Michalis Michaelides

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Exploratory Computing: What is there for the Database Researcher?

[BibT_eX]

Marcello Buoncristiano

Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

Sensors and Wireless Sensor Networks as Data Sources: Models and Languages.

[BibT_eX]

[DOI]

Fabio Alberto Schreiber

Proceedings of the Data Management in Pervasive Systems, 2015

2014

A Self-Building and Cluster-Based Cognitive Fault Diagnosis System for Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2014

GINGER: a minimizing-effects reprogramming paradigm for distributed sensor networks.

[BibT_eX]

[DOI]

Anna Antola

A. Lorenzo Mezzalira

Proceedings of the 2014 IEEE International Symposium on Robotic and Sensors Environments, 2014

Exploiting self-similarity for change detection.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A cognitive monitoring system for contaminant detection in intelligent buildings.

[BibT_eX]

[DOI]

Michalis Michaelides

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

An Ensemble of HMMs for Cognitive Fault Detection in Distributed Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Learning causal dependencies to etect and diagnose faults in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Intelligent Embedded Systems, 2014

A reconfigurable and element-wise ICI-based change-detection test for streaming data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2014

2013

A high-frequency sampling monitoring system for environmental and structural applications.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2013

A Cognitive Fault Diagnosis System for Distributed Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

Just-In-Time Classifiers for Recurrent Concepts.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

Ensembles of change-point methods to estimate the change point in residual sequences.

[BibT_eX]

[DOI]

Soft Comput., 2013

A learning-based algorithm for optimal mac parameters setting in IEEE 802.15.4 wireless sensor networks.

[BibT_eX]

[DOI]

Simone Brienza

Domenico De Guglielmo

Giuseppe Anastasi

Proceedings of the 10th ACM Symposium on Performance Evaluation of Wireless Ad Hoc, 2013

Temporal/spatial model-based fault diagnosis vs. Hidden Markov models change detection method: Application to the Barcelona water network.

[BibT_eX]

[DOI]

Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013

Model ensemble for an effective on-line reconstruction of missing data in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

A Hierarchy of Change-Point Methods for Estimating the Time Instant of Leakages in Water Distribution Networks.

[BibT_eX]

[DOI]

Vicenç Puig

Proceedings of the Artificial Intelligence Applications and Innovations, 2013

2012

Wireless Sensor Networks for Monitoring Vineyards.

[BibT_eX]

[DOI]

Proceedings of the Methodologies and Technologies for Networked Enterprises, 2012

Identifying network failure via detecting changes in power profile.

[BibT_eX]

[DOI]

Toktam Mahmoodi

Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

Netbrick: A high-performance, low-power hardware platform for wireless and hybrid sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems, 2012

An HMM-based change detection method for intelligent embedded sensors.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

On-line reconstruction of missing data in sensor/actuator networks by exploiting temporal and spatial redundancy.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Just-in-time ensemble of classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A "Learning from Models" Cognitive Fault Diagnosis System.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011

A just-in-time adaptive classification system based on the intersection of confidence intervals rule.

[BibT_eX]

[DOI]

Neural Networks, 2011

A hierarchical, nonparametric, sequential change-detection test.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

An effective just-in-time adaptive classifier for gradual concept drifts.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A Distributed Self-adaptive Nonparametric Change-Detection Test for Sensor/Actuator Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010

Detecting External Disturbances on the Camera Lens in Wireless Multimedia Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2010

An Adaptive Sampling Algorithm for Effective Energy Management in Wireless Sensor Networks With Energy-Hungry Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2010

An hybrid wireless-wired monitoring system for real-time rock collapse forecasting.

[BibT_eX]

[DOI]

Proceedings of the IEEE 7th International Conference on Mobile Adhoc and Sensor Systems, 2010

Virtual k-fold cross validation: An effective method for accuracy assessment.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Change detection tests using the ICI rule.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Adaptive Classifiers with ICI-Based Adaptive Knowledge Base Management.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2010

2009

An Adaptive LLC-Based and Hierarchical Power-Aware Routing Algorithm.

[BibT_eX]

[DOI]

Romolo Camplani

IEEE Trans. Instrum. Meas., 2009

A virtual machine for energy management in WSNs.

[BibT_eX]

[DOI]

Romolo Camplani

Proceedings of the 2009 IEEE International Workshop on Robotic and Sensors Environments, 2009

Detecting drops on lens in wireless multimedia sensor network nodes.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Workshop on Robotic and Sensors Environments, 2009

Just in time classifiers: Managing the slow drift case.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

2008

Just-in-Time Adaptive Classifiers - Part II: Designing the Classifier.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

Just-in-Time Adaptive Classifiers - Part I: Detecting Nonstationary Changes.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

k-NN classifiers: Investigating the k=k(n) relationship.

[BibT_eX]

[DOI]

M. Fuhrman

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

A Hierarchical LLC Routing Algorithm for WSNs.

[BibT_eX]

[DOI]

Romolo Camplani

Proceedings of the 2007 International Workshop on Robotic and Sensors Environments, 2007

Adaptive Sampling for Energy Conservation in Wireless Sensor Networks for Snow Monitoring Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE 4th International Conference on Mobile Adhoc and Sensor Systems, 2007

Just-in-time Adaptive Classifiers in Non-Stationary Conditions.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Adaptive Classifiers in Stationary Conditions.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

An adaptive CUSUM-based test for signal change detection.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

A computational intelligence-based criterion to detect non-stationarity trends.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2006

2005

What planner for ambient intelligence applications?

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2005

Visual inspection of particle boards for quality assessment.

[BibT_eX]

[DOI]

Vincenzo Piuri

Fabio Scotti

Proceedings of the 2005 International Conference on Image Processing, 2005

An adaptive system for automatic invoice-documents classification.

[BibT_eX]

[DOI]

F. Pessina