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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 [ Year(Desc)]
Filters: Author is Cesare Alippi  [Clear All Filters]
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.
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.
2018
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.
Kozma, R., C. Alippi, Y. Choe, and F. Morabito, "Artificial Intelligence in the Age of Neural Networks and Brain Computing", Academic Press , 1, pp. 420, 2018.
Verzelli, P., L. Livi, and C. Alippi, "A characterization of the Edge of Criticality in Binary Echo State Networks", 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP), Aalborg, Denmark, 09/2018.
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.
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.
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.
Alippi, C., S. Disabato, and M. Roveri, "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.
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.
Regazzoni, F., C. Alippi, and I. Polian, "Security: The Dark Side of Approximate Computing?", Proceedings of the International Conference on Computer-Aided Design, New York, NY, USA, ACM, 11/2018.

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