]
"Learning in Nonstationary Environments: A Hybrid Approach",
Artificial Intelligence and Soft Computing, Cham, Springer International Publishing, 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.
"Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss",
25th International Joint Conference on Artificial Intelligence (IJCAI-16), New York, USA, 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.
"Detecting changes at the sensor level in cyber-physical systems: Methodology and technological implementation",
2017 International Joint Conference on Neural Networks (IJCNN), May, 2017.
"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.
"The (Not) Far-Away Path to Smart Cyber-Physical Systems: An Information-Centric Framework",
Computer, vol. 50, pp. 38-47, April, 2017.
"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.
"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.