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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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Author Title [ Type(Desc)] Year
Filters: Author is Cesare Alippi  [Clear All Filters]
Journal Article
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.
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.
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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