For updated information, please refer to Google Scholar
International Journals
F. A. N. Palmieri, K. R. Pattipati, G. D. Gennaro, G. Fioretti, F. Verolla and A. Buonanno, "A Unifying View of Estimation and Control Using Belief Propagation With Application to Path Planning", IEEE Access, Vol. 10, pp. 15193-15216, 2022, Print ISSN: 2169-3536, Online ISSN: 2169-3536
G. Di Gennaro, A. Buonanno and F.A.N. Palmieri, "Considerations About Learning Word2Vec," in The Journal of Supercomputing, Springer, pp. 1-16, 6 Apr. 2021.
G. Di Gennaro, A. Buonanno and F.A.N. Palmieri, "Optimized Realization of Bayesian Networks in Reduced Normal Form using Latent Variable Model," in Soft Computing, Springer, pp. 1-12, 17 Mar. 2021.
A. Buonanno, A. Nogarotto, G. Cacace, G. Di Gennaro, F.A.N. Palmieri, M. Valenti and G. Graditi, "Bayesian Feature Fusion using Factor Graph in Reduced Normal Form," in Applied Sciences, MDPI, vol. 11, 1934, 22 Feb. 2021.
F.A.N. Palmieri, K.R. Pattipati, G. Fioretti, G. Di Gennaro and A. Buonanno, "Path Planning Using Probability Tensor Flows," in Aerospace and Electronic Systems Magazine, IEEE, vol. 36, no. 1, pp. 34-45, 1 Jan. 2021.
G. Palma, S. Monti, A. Buonanno, R. Pacelli, L. Cella, "PACE: a probabilistic atlas for normal tissue complication estimation in radiation oncology", Frontiers in oncology 9, 130, 2019
Refereed Conference Proceedings
F.A.N. Palmieri, K.R. Pattipati, G. Fioretti, F. Verolla, G. Di Gennaro and A. Buonanno, "Exploration/Exploitation in Path Planning Using Probability Propagation," in Proc. IEEE International Conference on Robotics and Automation (ICRA2020), 2nd Workshop on Long-Term Human Motion Prediction (LHMP), June 2, 2020.
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, 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
G. Di Gennaro, A. Buonanno, A. Di Girolamo, A. Ospedale and F.A.N Palmieri, "An Analysis of Word2Vec for the Italian Language," in Progress in Artificial Intelligence and Neural Systems (Smart Innovation, Systems and Technologies 184), A. Esposito, M. Faundez-Zanuy, F.C. Morabito and E. Pasero, Eds., Springer, 2020, pp. 137–146. [Site]
G. Di Gennaro, A. Buonanno, A. Di Girolamo, A. Ospedale and F.A.N Palmieri, "Intent Classification in Question-Answering Using LSTM Architectures," in Progress in Artificial Intelligence and Neural Systems (Smart Innovation, Systems and Technologies 184), A. Esposito, M. Faundez-Zanuy, F.C. Morabito and E. Pasero, Eds., Springer, 2020, pp. 115–124.
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]