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Marco Bongini

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2010 – 2019

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2018
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Marco Bongini, Antonino Freno, Vincenzo Laveglia, Edmondo Trentin:
Dynamic Hybrid Random Fields for the Probabilistic Graphical Modeling of Sequential Data: Definitions, Algorithms, and an Application to Bioinformatics. Neural Process. Lett. 48(2): 733-768 (2018)
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Marco Bongini, Leonardo Rigutini, Edmondo Trentin:
Recursive Neural Networks for Density Estimation Over Generalized Random Graphs. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5441-5458 (2018)
2016
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Marco Bongini, Vincenzo Laveglia, Edmondo Trentin:
A Hybrid Recurrent Neural Network/Dynamic Probabilistic Graphical Model Predictor of the Disulfide Bonding State of Cysteines from the Primary Structure of Proteins. ANNPR 2016: 257-268
2012
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Edmondo Trentin, Marco Bongini:
Towards a Novel Probabilistic Graphical Model of Sequential Data: Fundamental Notions and a Solution to the Problem of Parameter Learning. ANNPR 2012: 72-81
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Marco Bongini, Edmondo Trentin:
Towards a Novel Probabilistic Graphical Model of Sequential Data: A Solution to the Problem of Structure Learning and an Empirical Evaluation. ANNPR 2012: 82-92

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