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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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Bianchi, F. Maria, L. Livi, R. Jenssen, and C. Alippi, "Critical echo state network dynamics by means of Fisher information maximization", 2017 International Joint Conference on Neural Networks (IJCNN), May, 2017.
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.
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.
Alippi, C., G. Boracchi, D. Carrera, and M. Roveri, "Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss", 25th International Joint Conference on Artificial Intelligence (IJCAI-16), New York, USA, 07/2016.
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.
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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.
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., A. Galbusera, and M. Stellini, "An Application Level Synthesis Methodology for Embedded Systems", ISCAS 2002, Scottsdale, pp. 473-476, May 26-29, 2002.
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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