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Education and Innovation in Embedded Systems Design

USI Università della Svizzera italiana, USI Faculty of Informatics, Advanced Learning and Research Institute USI Università della Svizzera italiana USI Faculty of Informatics USI Advanced Learning and Research Institute
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Journal Article
Banik, S., V. Mikhalev, F. Armknecht, T. Isobe, W. Meier, A. Bogdanov, Y. Watanabe, and F. Regazzoni, "Towards Low Energy Stream Ciphers", IACR Transactions on Symmetric Cryptology, In Press.
Gee, S. Bong, K. Chen Tan, and C. Alippi, "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.
Bo, L., C. Alippi, and D. Zhao, "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.
Livi, L., and C. Alippi, "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.
Alippi, C., and M. Roveri, "The (Not) Far-Away Path to Smart Cyber-Physical Systems: An Information-Centric Framework", Computer, vol. 50, pp. 38-47, April, 2017.
Bianchi, F. Maria, L. Livi, C. Alippi, and R. Jenssen, "Multiplex visibility graphs to investigate recurrent neural network dynamics", Nature-Scientific reports, vol. 7, pp. 44037-44049, 03/2017.
Alippi, C., S. Ntalampiras, and M. Roveri, "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.
Regazzoni, F., S. Banik, A. Bogdanov, T. Isobe, K. Shibutani, H. Hiwatari, and T. Akishita, "Midori: (A) Block Cipher for Low Energy (Extended Version)", (IACR) Cryptology ePrint Archive, vol. 2015, 12/2015.
Ykman-Couvreur, C., P. Avasare, G. Mariani, V. Zaccaria, G. Palermo, and C. Silvano, "Linking run-time resource management of embedded multi-core platforms with automated design-time exploration", IET Computers and Digital Techniques, vol. 5, no. -, pp. 123–135, 2011.
Zhao, D., L. Bu, C. Alippi, and Q. Wei, "A Kolmogorov-Smirnov Test to Detect Changes in Stationarity in Big Data", IFAC-PapersOnLine, vol. 50, pp. 14260 - 14265, 2017.
Bianchi, F. Maria, L. Livi, and C. Alippi, "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.
Bu, L., D. Zhao, and C. Alippi, "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.
Livi, L., F. Maria Bianchi, and C. Alippi, "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.
Roy, D. Basu, M. Alam, S. Bhattacharya, V. Govindan, F. Regazzoni, R. Subhra Chakraborty, and D. Mukhopadhyay, "Customized Instructions for Protection Against Memory Integrity Attacks", IEEE Embedded Systems Letters, In Press.
Dal Pozzolo, A., G. Boracchi, O. Caelen, C. Alippi, and G. Bontempi, "Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy", IEEE Transactions on Neural Networks and Learning Systems, pp. 1-14, 2018.
Zambon, D., C. Alippi, and L. Livi, "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.
Alippi, C., R. Fantacci, D. Marabissi, and M. Roveri, "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.
Alippi, C., A. Galbusera, and M. Stellini, "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.
Zambon, D., L. Livi, and C. Alippi, "Anomaly and Change Detection in Graph Streams through Constant-Curvature Manifold Embeddings", IJCNN 2018 : International Joint Conference on Neural Networks, 07/2018.

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