"Solving Multiobjective Optimization Problems in Unknown Dynamic Environments: An Inverse Modeling Approach",
IEEE Transactions on Cybernetics, vol. 47, issue 12, pp. 4223 - 4234, 11/2016, 2017.
"Security: The Dark Side of Approximate Computing?",
Proceedings of the International Conference on Computer-Aided Design, New York, NY, USA, ACM, 11/2018.
"A Pdf-free Change Detection Test Based on Density Difference Estimation",
IEEE Transactions on Neural Networks and Learning Systems, vol. 29, issue 2, pp. 324 - 334, 11/2016, 2018.
"Online Model-free Sensor Fault Identification and Dictionary Learning in Cyber-Physical Systems",
IEEE-INNS International Joint Conference on Neural Networks (IJCNN16), Vancouver, Canada, 07/2016.
"One-class classifiers based on entropic spanning graphs",
IEEE Transactions on Neural Networks and Learning Systems, vol. 28, issue 12, pp. 2846 - 2858, 11/2016, 2017.
"One-Class Classification Through Mutual Information Minimization",
IEEE-INNS International Joint Conference on Neural Networks (IJCNN16), Vancouver, Canada, 07/2016.
"The (Not) Far-Away Path to Smart Cyber-Physical Systems: An Information-Centric Framework",
Computer, vol. 50, pp. 38-47, April, 2017.
"Multiplex visibility graphs to investigate recurrent neural network dynamics",
Nature-Scientific reports, vol. 7, pp. 44037-44049, 03/2017.
"Moving Convolutional Neural Networks to Embedded Systems: The Alexnet and VGG-16 Case",
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, Piscataway, NJ, USA, IEEE Press, 2018.
"Model-Free Fault Detection and Isolation in Large-Scale Cyber-Physical Systems",
IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 1, pp. 61-71, Feb, 2017.
"A lightweight and energy-efficient Internet-of-birds tracking system",
2017 IEEE International Conference on Pervasive Computing and Communications (PerCom), March, 2017.
"Learning in Nonstationary Environments: A Hybrid Approach",
Artificial Intelligence and Soft Computing, Cham, Springer International Publishing, 2017.
"A Kolmogorov-Smirnov Test to Detect Changes in Stationarity in Big Data",
IFAC-PapersOnLine, vol. 50, pp. 14260 - 14265, 2017.
"Investigating echo state networks dynamics by means of recurrence analysis",
IEEE Transactions on Neural Networks and Learning Systems, vol. 29, pp. 427 - 439, 02/2018.
"An Incremental Change Detection Test Based on Density Difference Estimation",
IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 47, pp. 2714-2726, Oct, 2017.
"An improved Hilbert-Huang Transform for non-linear and time-variant signals",
26th Italian Workshop on Neural Networks (WIRN 2016), Vietri sul Mare, Salerno, Italy, pp. 1-8, 05/2016.
"Ensemble LSDD-based Change Detection Tests",
IEEE-INNS International Joint Conference on Neural Networks (IJCNN16), Vancouver, Canada, 07/2016.
"Determination of the Edge of Criticality in Echo State Networks Through Fisher Information Maximization",
IEEE Transactions on Neural Networks and Learning Systems, vol. 29, pp. 706-717, March, 2018.
"Detecting changes in sequences of attributed graphs",
2017 IEEE Symposium Series on Computational Intelligence (SSCI), Nov, 2017.