Publications

Refereed Conference Proceedings

F. A. N. Palmieri, M. Baldi, G. Di Gennaro, A. Buonanno, "Information-Preserving Networks and the Mirrored Transform", Proc. of IEEE Machine Learning for Signal Processing Conference (MLSP2019), Oct. 13-16, 2019, Pittsburgh, PA, USA. []

G. Di Gennaro, A. Buonanno, A. Di Girolamo, A. Ospedale, F. A. N. Palmieri, G. Fedele, "An Analysis of Word2Vec for the Italian Language", 29th Italian Workshop on Neural Networks WIRN2018, June 12-14, 2019, Vietri sul Mare, Italy. [Site]

G. Di Gennaro, A. Buonanno, A. Di Girolamo, A. Ospedale, F. A. N. Palmieri, "Intent Classification in Question-Answering Using LSTM Archictectures", 29th Italian Workshop on Neural Networks WIRN2018, June 12-14, 2019, Vietri sul Mare, Italy. []

G. Di Gennaro, A Buonanno, F. A. N. Palmieri, "Computational Optimization for Normal Form Realization of Bayesian Model Graphs", Proc. of IEEE Machine Learning for Signal Processing Conference (MLSP2018), Sept. 17-20, 2018, Aalborg, Denmark. []

F. A. N. Palmieri, M. Baldi, A. Buonanno, G. Di Gennaro, F. Ospedale, "Probing a Deep Neural Network", 28th Italian Workshop on Neural Networks WIRN2018, June 13-15, 2018, Vietri sul Mare, Italy. []

F. A. N. Palmieri, A Buonanno, "Discrete Independent Component Analysis (DICA) with Belief Propagation", Proc. of IEEE Machine Learning for Signal Processing Conference (MLSP2015), Sept. 17-20, 2015, Boston, MA, USA. [Pdf]

A. Buonanno and F. A. N. Palmieri, "Two-Dimensional Multi-layer Factor Graphs in Reduced Normal Form", International Joint Conference on Neural Networks, IJCNN2015, July 12-17, 2015, Killarney, Ireland. [Pdf]

F. A. N. Palmieri and A. Buonanno, "Belief Propagation and Learning in Convolution Multi-layer Factor Graphs", Proceedings of 4th International Workshop on Cognitive Information Processing, CIP2014, May 26-28, 2014, Copenhagen, Denmark. [Pdf]


Book Chapters

A. Buonanno, P. Iadicicco , G. Di Gennaro, F.A.N. Palmieri (2019) Context Analysis Using a Bayesian Normal Graph. In: Esposito A., Faundez-Zanuy M., Morabito F., Pasero E. (eds) Neural Advances in Processing Nonlinear Dynamic Signals. WIRN 2017 2017. Smart Innovation, Systems and Technologies, vol 102. Springer, Cham . [Pdf]

A. Buonanno, L. di Grazia , F.A.N. Palmieri (2016) Bayesian Clustering on Images with Factor Graphs in Reduced Normal Form. In: Bassis S., Esposito A., Morabito F., Pasero E. (eds) Advances in Neural Networks. WIRN 2015. Smart Innovation, Systems and Technologies, vol 54. Springer, Cham [Pdf]

A. Buonanno, F.A.N. Palmieri (2015) Simulink Implementation of Belief Propagation in Normal Factor Graphs. In: Bassis S., Esposito A., Morabito F. (eds) Advances in Neural Networks: Computational and Theoretical Issues. Smart Innovation, Systems and Technologies, vol 37. Springer, Cham [Pdf]

F. Calabrese, A. Buonanno, "Development of a STEP-NC Network Management Protocol for Decentralized Manufacturing", Advanced Design and Manufacturing Based on STEP, Springer-Verlag London, 2009. [Link]

Patents

L. Balbi, A. Buonanno, P. Pellegretti, A. Serra, R. Varriale, M. Vicari, "Biomedical image reconstruction method", 2013. [Link]

Others

G. Di Gennaro, A Buonanno, F. A. N. Palmieri, "Optimized Realization of Bayesian Networks in Reduced Normal Form using Latent Variable Model", 2019, ArXiv. [Link] [Pdf]

F. A. N. Palmieri and Amedeo Buonanno, "Discrete Independent Component Analysis (DICA) with Belief Propagation", 2015, ArXiv. [Link] [Pdf]

A. Buonanno and F. A. N. Palmieri, "Towards Building Deep Networks with Bayesian Factor Graphs", 2015, ArXiv. [Link] [Pdf]