Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio, An efficient quantum algorithm for ensemble classification using bagging, «IET QUANTUM COMMUNICATION», 2024, 5, pp. 253 - 268 [Scientific article]Open Access
Clissa, Luca; Macaluso, Antonio; Morelli, Roberto; Occhinegro, Alessandra; Piscitiello, Emiliana; Taddei, Ludovico; Luppi, Marco; Amici, Roberto; Cerri, Matteo; Hitrec, Timna; Rinaldi, Lorenzo; Zoccoli, Antonio, Fluorescent Neuronal Cells v2: multi-task, multi-format annotations for deep learning in microscopy, «SCIENTIFIC DATA», 2024, 11, pp. 184 - 193 [Scientific article]Open Access
Clissa, L., Macaluso, A., Zoccoli, A, Optimizing Deep Learning Models for Cell Recognition in Fluorescence Microscopy: The Impact of Loss Functions on Performance and Generalization, in: Image Analysis and Processing - ICIAP 2023 Workshops, Cham, Springer, 2024, pp. 179 - 190 (LECTURE NOTES IN COMPUTER SCIENCE) [Chapter or essay]
Clissa, Luca; Lassnig, Mario; Rinaldi, Lorenzo, How big is Big Data? A comprehensive survey of data production, storage, and streaming in science and industry, «FRONTIERS IN BIG DATA», 2023, 6, Article number: 1271639 , pp. 1 - 5 [Scientific article]Open Access
Clissa L.; Lassnig M.; Rinaldi L., Analyzing WLCG File Transfer Errors Through Machine Learning: An Automatic Pipeline to Support Post-mortem Distributed Data Management, «COMPUTING AND SOFTWARE FOR BIG SCIENCE», 2022, 6, Article number: 16 , pp. 1 - 15 [Scientific article]Open Access
Di Girolamo A.; Legger F.; Paparrigopoulos P.; Schovancova J.; Beermann T.; Boehler M.; Bonacorsi D.; Clissa L.; Decker de Sousa L.; Diotalevi T.; Giommi L.; Grigorieva M.; Giordano D.; Hohn D.; Javurek T.; Jezequel S.; Kuznetsov V.; Lassnig M.; Mageirakos V.; Olocco M.; Padolski S.; Paltenghi M.; Rinaldi L.; Sharma M.; Tisbeni S.R.; Tuckus N., Preparing Distributed Computing Operations for the HL-LHC Era With Operational Intelligence, «FRONTIERS IN BIG DATA», 2022, 4, Article number: 753409 , pp. 1 - 10 [Scientific article]Open Access
Morelli R.; Clissa L.; Amici R.; Cerri M.; Hitrec T.; Luppi M.; Rinaldi L.; Squarcio F.; Zoccoli A., Automating cell counting in fluorescent microscopy through deep learning with c-ResUnet, «SCIENTIFIC REPORTS», 2021, 11, Article number: 22920 , pp. 22920 - 22930 [Scientific article]Open Access
Clissa, Luca ; Morelli, Roberto ; Squarcio, Fabio ; Hitrec, Timna ; Luppi, Marco ; Rinaldi, Lorenzo ; Cerri, Matteo ; Amici, Roberto ; Bastianini, Stefano ; Berteotti, Chiara ; Lo Martire, Viviana ; Martelli, Davide ; Occhinegro, Alessandra ; Tupone, Domenico ; Zoccoli, Giovanna ; Zoccoli, Antonio, Fluorescent Neuronal Cells, 2021. [Database]
Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio, A Variational Algorithm for Quantum Neural Networks, in: Computational Science – ICCS 2020, 2020, 12142, pp. 591 - 604 (atti di: International Conference on Computational Science 2020, Amsterdam, The Netherlands, 3-5 June, 2020) [Contribution to conference proceedings]Open Access
Di Girolamo, Alessandro; Legger, Federica; Paparrigopoulos, Panos; Klimentov, Alexei; Schovancová, Jaroslava; Kuznetsov, Valentin; Lassnig, Mario; Clissa, Luca; Rinaldi, Lorenzo; Sharma, Mayank; Bakhshiansohi, Hamed; Zvada, Marian; Bonacorsi, Daniele; Rossi Tisbeni, Simone; Giommi, Luca; Decker de Sousa, Leticia; Diotalevi, Tommaso; Grigorieva, Maria; Padolski, Sergey, Operational Intelligence for Distributed Computing Systems for Exascale Science, in: EPJ Web of Conferences, «EPJ WEB OF CONFERENCES», 2020, 245, pp. 1 - 8 (atti di: 24th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2019), Adelaide, South Australia, 4-8 November 2019) [Contribution to conference proceedings]Open Access
Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio, Quantum splines for non-linear approximations, in: Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020, pp. 249 - 252 (atti di: 17th ACM International Conference on Computing Frontiers, Catania, 9-11 May 2020) [Contribution to conference proceedings]Open Access
