]
"Anomaly and Change Detection in Graph Streams through Constant-Curvature Manifold Embeddings",
IJCNN 2018 : International Joint Conference on Neural Networks, 07/2018.
"Artificial Intelligence in the Age of Neural Networks and Brain Computing",
Academic Press , 1, pp. 420, 2018.
"A characterization of the Edge of Criticality in Binary Echo State Networks",
2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP), Aalborg, Denmark, 09/2018.
"Concept Drift and Anomaly Detection in Graph Streams",
IEEE Transactions on Neural Networks and Learning Systems, vol. 29, issue 11, pp. 5592-5605, 11/2018.
"Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy",
IEEE Transactions on Neural Networks and Learning Systems, pp. 1-14, 2018.
"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.
"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.
"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.
"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.
"Security: The Dark Side of Approximate Computing?",
Proceedings of the International Conference on Computer-Aided Design, New York, NY, USA, ACM, 11/2018.
"Critical echo state network dynamics by means of Fisher information maximization",
2017 International Joint Conference on Neural Networks (IJCNN), May, 2017.
"Detecting changes at the sensor level in cyber-physical systems: Methodology and technological implementation",
2017 International Joint Conference on Neural Networks (IJCNN), May, 2017.
"Detecting changes in sequences of attributed graphs",
2017 IEEE Symposium Series on Computational Intelligence (SSCI), Nov, 2017.
"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.
"A Kolmogorov-Smirnov Test to Detect Changes in Stationarity in Big Data",
IFAC-PapersOnLine, vol. 50, pp. 14260 - 14265, 2017.
"Learning in Nonstationary Environments: A Hybrid Approach",
Artificial Intelligence and Soft Computing, Cham, Springer International Publishing, 2017.
"A lightweight and energy-efficient Internet-of-birds tracking system",
2017 IEEE International Conference on Pervasive Computing and Communications (PerCom), March, 2017.
"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.
"Multiplex visibility graphs to investigate recurrent neural network dynamics",
Nature-Scientific reports, vol. 7, pp. 44037-44049, 03/2017.
"The (Not) Far-Away Path to Smart Cyber-Physical Systems: An Information-Centric Framework",
Computer, vol. 50, pp. 38-47, April, 2017.