Selected Publications


Other publications are available at  https://arpi.unipi.it/.

D. Bacciu, F. Errica, and A. Micheli
Contextual Graph Markov Model: A Deep and Generative Approach to Graph Processing Proceedings of the 35th International Conference on Machine Learning (ICML), 2018, ISBN 9781510867963

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C. Gallicchio and A. Micheli
Deep Tree Echo State Networks Proceedings of the International Joint Conference on Neural Networks (IJCNN), IEEE, 2018, ISBN 9781509060146

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C. Gallicchio, A. Micheli, and L. Silvestri
Local Lyapunov exponents of deep echo state networks Neurocomputing, 298, 34-45, 2018

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M. Podda, D. Bacciu, A. Micheli, R. Bell├╣, G. Placidi, and L. Gagliardi
A machine learning approach to estimating preterm infants survival: development of the Preterm Infants Survival Assessment (PISA) predictor Scientific Reports, 8, 2018

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C. Gallicchio and A. Micheli
Deep Echo State Network (DeepESN): A Brief Survey Technical Report, 2018

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C. Gallicchio, A. Micheli, and L. Pedrelli
Design of deep echo state networks Neural Networks, 108, 33-47, 2018

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D. Bacciu, A. Micheli, and A. Sperduti
Generative Kernels for Tree-Structured Data IEEE Transactions on Neural Networks and Learning Systems, 29, 4932-4946, 2018

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Contacts

Alessio Micheli
Tel: +39 050 2212798
Email: micheli@di.unipi.it

Address

Dipartimento di Informatica
Largo B. Pontecorvo, 3
56127 Pisa, Italy