Alessandro Petrini

20 papers B 1Journal 12Unranked 7

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Deep neural networks compression: A comparative survey and choice recommendations. Neurocomputing Giosuè Cataldo Marinò, Alessandro Petrini, Dario Malchiodi, Marco Frasca
2022	J	`jnl`	Boosting tissue-specific prediction of active cis-regulatory regions through deep learning and Bayesian optimization techniques. BMC Bioinform. Luca Cappelletti, Alessandro Petrini, Jessica Gliozzo, Elena Casiraghi, Max Schubach, Martin Kircher, Giorgio Valentini
2022	J	`jnl`	Heterogeneous data integration methods for patient similarity networks. Briefings Bioinform. Jessica Gliozzo, Marco Mesiti, Marco Notaro, Alessandro Petrini, Alex Patak, Antonio Puertas Gallardo, Alberto Paccanaro, Giorgio Valentini, Elena Casiraghi
2022	—	`conf`	ParSMURF-NG: A Machine Learning High Performance Computing System for the Analysis of Imbalanced Big Omics Data. AIAI (Workshops) Alessandro Petrini, Marco Notaro, Jessica Gliozzo, Tiziana Castrignanò, Peter N. Robinson, Elena Casiraghi, Giorgio Valentini
2021	J	`jnl`	Abdominal Computed Tomography Imaging Findings in Hospitalized COVID-19 Patients: A Year-Long Experience and Associations Revealed by Explainable Artificial Intelligence. J. Imaging Alice Scarabelli, Massimo Zilocchi, Elena Casiraghi, Pierangelo Fasani, Guido Giovanni Plensich, Alessandro Andrea Esposito, Elvira Stellato, Alessandro Petrini, Justin T. Reese, Peter N. Robinson, Giorgio Valentini, Gianpaolo Carrafiello
2021	J	`jnl`	Analysis of a parallel MCMC algorithm for graph coloring with nearly uniform balancing. Pattern Recognit. Lett. Donatello Conte, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin, Alessandro Petrini
2021	J	`jnl`	Compact representations of convolutional neural networks via weight pruning and quantization. CoRR Giosuè Cataldo Marinò, Alessandro Petrini, Dario Malchiodi, Marco Frasca
2021	J	`jnl`	HEMDAG: a family of modular and scalable hierarchical ensemble methods to improve Gene Ontology term prediction. Bioinform. Marco Notaro, Marco Frasca, Alessandro Petrini, Jessica Gliozzo, Elena Casiraghi, Peter N. Robinson, Giorgio Valentini
2020	—	`conf`	Bayesian Optimization Improves Tissue-Specific Prediction of Active Regulatory Regions with Deep Neural Networks. IWBBIO Luca Cappelletti, Alessandro Petrini, Jessica Gliozzo, Elena Casiraghi, Max Schubach, Martin Kircher, Giorgio Valentini
2020	J	`jnl`	Enhanced multicore-manycore interaction in high-performance video encoding. J. Real Time Image Process. Giuliano Grossi, Pietro Paglierani, Federico Pedersini, Alessandro Petrini
2020	J	`jnl`	Human Digital Twin for Fitness Management. IEEE Access Barbara Rita Barricelli, Elena Casiraghi, Jessica Gliozzo, Alessandro Petrini, Stefano Valtolina
2019	—	`conf`	A Parallel MCMC Algorithm for the Balanced Graph Coloring Problem. GbRPR Donatello Conte, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin, Alessandro Petrini
2019	J	`jnl`	UNIPred-Web: a web tool for the integration and visualization of biomolecular networks for protein function prediction. BMC Bioinform. Paolo Perlasca, Marco Frasca, Cheick Tidiane Ba, Marco Notaro, Alessandro Petrini, Elena Casiraghi, Giuliano Grossi, Jessica Gliozzo, Giorgio Valentini, Marco Mesiti
2018	J	`jnl`	A GPU-based algorithm for fast node label learning in large and unbalanced biomolecular networks. BMC Bioinform. Marco Frasca, Giuliano Grossi, Jessica Gliozzo, Marco Mesiti, Marco Notaro, Paolo Perlasca, Alessandro Petrini, Giorgio Valentini
2018	—	`conf`	A Graphical Tool for the Exploration and Visual Analysis of Biomolecular Networks. CIBB Cheick Tidiane Ba, Elena Casiraghi, Marco Frasca, Jessica Gliozzo, Giuliano Grossi, Marco Mesiti, Marco Notaro, Paolo Perlasca, Alessandro Petrini, Matteo Re, Giorgio Valentini
2018	—	`conf`	Committee-Based Active Learning to Select Negative Examples for Predicting Protein Functions. CIBB Marco Frasca, Maryam Sepehri, Alessandro Petrini, Giuliano Grossi, Giorgio Valentini
2017	J	`jnl`	T-NOVA: An Open-Source MANO Stack for NFV Infrastructures. IEEE Trans. Netw. Serv. Manag. Michail-Alexandros Kourtis, Michael J. McGrath, Georgios Gardikis, Georgios Xilouris, Vincenzo Riccobene, Panagiotis Papadimitriou, Eleni Trouva, Francesco Liberati, Marco Trubian, Josep Batalle, Harilaos Koumaras, David Dietrich, Aurora Ramos, Jordi Ferrer Riera, José Bonnet, Antonio Pietrabissa, Alberto Ceselli, Alessandro Petrini
2016	—	`conf`	GPU-based VP8 encoding: Performance in native and virtualized environments. TEMU Pietro Paglierani, Giuliano Grossi, Federico Pedersini, Alessandro Petrini
2016	—	`conf`	Hardware-accelerated high-resolution video coding in Virtual Network Functions. EuCNC P. Comi, Paolo Secondo Crosta, M. Beccari, Pietro Paglierani, Giuliano Grossi, Federico Pedersini, Alessandro Petrini
2016	B	`conf`	TeNOR: Steps towards an orchestration platform for multi-PoP NFV deployment. NetSoft Jordi Ferrer Riera, Josep Batalle, José Bonnet, Miguel Dias, Michael J. McGrath, Giuseppe Petralia, Francesco Liberati, Alessandro Giuseppi, Antonio Pietrabissa, Alberto Ceselli, Alessandro Petrini, Marco Trubian, Panagiotis Papadimitriou, David Dietrich, Aurora Ramos, Javier Melian, George Xilouris, Akis Kourtis, Tassos Kourtis, Evangelos K. Markakis