Amedeo Buonanno

Claudia Greco

Marialucia Cuciniello

Terry Amorese

Maria Santina Ler

Gennaro Cordasco

Anna Esposito

Inf. Syst., 2024

A Deep Learning Approach for User-Centric Clustering in Cell-Free Massive MIMO Systems.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

2023

Fusion of energy sensors with missing values.

[BibT_eX]

[DOI]

Maria Valenti

Appl. Intell., October, 2023

Belief Propagation of Pareto Front in Multi-Objective MDP Graphs.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Path Planning of Multiple Agents Through Probability Flow.

[BibT_eX]

[DOI]

Krishna R. Pattipati

Martina Merola

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Stochastic energy management for the Italian UNIVPM campus as a multi-carrier energy hub participating in the day-ahead market.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

2022

A Unifying View of Estimation and Control Using Belief Propagation With Application to Path Planning.

[BibT_eX]

[DOI]

IEEE Access, 2022

Split-word Architecture in Recurrent Neural Networks POS-Tagging.

[BibT_eX]

[DOI]

Gianfranco Fedele

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Considerations about learning Word2Vec.

[BibT_eX]

[DOI]

J. Supercomput., 2021

Optimized realization of Bayesian networks in reduced normal form using latent variable model.

[BibT_eX]

[DOI]

Soft Comput., 2021

A Unified View of Algorithms for Path Planning Using Probabilistic Inference on Factor Graphs.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Probing a Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Neural Approaches to Dynamics of Signal Exchanges, 2020

Context Analysis Using a Bayesian Normal Graph.

[BibT_eX]

[DOI]

Paola Iadicicco

Proceedings of the Neural Advances in Processing Nonlinear Dynamic Signals, 2020

Path Planning Using Probability Tensor Flows.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Information-Preserving Networks And The Mirrored Transform.

[BibT_eX]

[DOI]

Mario Baldi

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

2018

Computational Optimization for Normal Form Realization of Bayesian Model graphs.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

2017

An Analysis of Word2Vec for the Italian Language.

[BibT_eX]

[DOI]

Gianfranco Fedele

Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017

Intent Classification in Question-Answering Using LSTM Architectures.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017

2016

Bayesian Clustering on Images with Factor Graphs in Reduced Normal Form.

[BibT_eX]

[DOI]

Luigi di Grazia

Proceedings of the Advances in Neural Networks - Computational Intelligence for ICT, 2016

2015

Simulink Implementation of Belief Propagation in Normal Factor Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks: Computational and Theoretical Issues, 2015

Towards Building Deep Networks with Bayesian Factor Graphs.

[BibT_eX]

[DOI]

CoRR, 2015

Discrete independent component analysis (DICA) with belief propagation.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Two-dimensional multi-layer Factor Graphs in Reduced Normal Form.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Belief propagation and learning in convolution multi-layer factor graphs.

[BibT_eX]

[DOI]