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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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Conference Proceedings
Alippi, C., G. Boracchi, and D. Carrera, "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.
Journal Article
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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., 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.
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.
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.
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.

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