Marco Bongini

Publication Activity (10 Years)

Years Active: 2012-2018
Publications (10 Years): 3

Top Topics

Parameter Learning

Probabilistic Graphical Models

Recursive Neural Networks

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Neural Process. Lett.

Publications

Marco Bongini, Leonardo Rigutini, Edmondo Trentin
Recursive Neural Networks for Density Estimation Over Generalized Random Graphs. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
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) (2018)
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)
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)
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)