"An Application Level Synthesis Methodology for Embedded Systems",
ISCAS 2002, Scottsdale, pp. 473-476, May 26-29, 2002.
"An Application Level Synthesis Methodology for Multidimensional Embedded Processing Systems",
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 22, no. 11, pp. 1457-1470, November, 2003.
"CCM: Controlling the Change Magnitude in High Dimensional Data",
In Proceedings of the 2nd INNS Conference on Big Data 2016 (INNS Big Data 2016), Thessaloniki, Greece, pp. 1-10, 10/2016.
"Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss",
25th International Joint Conference on Artificial Intelligence (IJCAI-16), New York, USA, 07/2016.
"A Cloud to the Ground: The New Frontier of Intelligent and Autonomous Networks of Things",
IEEE Communication Magazine, vol. 54, issue 12, pp. 14 - 20, 11/2016.
"Ensemble LSDD-based Change Detection Tests",
IEEE-INNS International Joint Conference on Neural Networks (IJCNN16), Vancouver, Canada, 07/2016.
"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.
"One-Class Classification Through Mutual Information Minimization",
IEEE-INNS International Joint Conference on Neural Networks (IJCNN16), Vancouver, Canada, 07/2016.
"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.
"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.