Zobrazeno 1 - 10
of 8 505
pro vyhledávání: '"A Ghidini"'
Autor:
Graziosi, Riccardo, Ronzani, Massimiliano, Buliga, Andrei, Di Francescomarino, Chiara, Folino, Francesco, Ghidini, Chiara, Meneghello, Francesca, Pontieri, Luigi
In recent years, trace generation has emerged as a significant challenge within the Process Mining community. Deep Learning (DL) models have demonstrated accuracy in reproducing the features of the selected processes. However, current DL generative m
Externí odkaz:
http://arxiv.org/abs/2411.02131
Autor:
Ghidini, Valentina
In this paper, we propose standard statistical tools as a solution to commonly highlighted problems in the explainability literature. Indeed, leveraging statistical estimators allows for a proper definition of explanations, enabling theoretical guara
Externí odkaz:
http://arxiv.org/abs/2404.19301
This work introduces the definition of observation-specific explanations to assign a score to each data point proportional to its importance in the definition of the prediction process. Such explanations involve the identification of the most influen
Externí odkaz:
http://arxiv.org/abs/2404.08747
Autor:
Buliga, Andrei, Di Francescomarino, Chiara, Ghidini, Chiara, Donadello, Ivan, Maggi, Fabrizio Maria
Counterfactual explanations suggest what should be different in the input instance to change the outcome of an AI system. When dealing with counterfactual explanations in the field of Predictive Process Monitoring, however, control flow relationships
Externí odkaz:
http://arxiv.org/abs/2403.11642
Autor:
Luca Barchi, Giulia Russo, Sara Donvito, Giulia Barbato, Francesco Leo, Elisa Iannella, Angelo Ghidini, Lorenzo Iughetti, Giancarlo Gargano
Publikováno v:
Italian Journal of Pediatrics, Vol 50, Iss 1, Pp 1-4 (2024)
Abstract Background The Subglottic Cysts (SGCs) are a rare cause of respiratory distress in infants. Typical risk factors include male gender, extreme prematurity, gastro-oesophageal reflux and invasive ventilation, the latter being associated with m
Externí odkaz:
https://doaj.org/article/dd8decfbc2a843a995646db5fccfee21
Recent papers have introduced a novel approach to explain why a Predictive Process Monitoring (PPM) model for outcome-oriented predictions provides wrong predictions. Moreover, they have shown how to exploit the explanations, obtained using state-of-
Externí odkaz:
http://arxiv.org/abs/2303.14939
Autor:
Branchi, Stefano, Buliga, Andrei, Di Francescomarino, Chiara, Ghidini, Chiara, Meneghello, Francesca, Ronzani, Massimiliano
Prescriptive Process Monitoring is a prominent problem in Process Mining, which consists in identifying a set of actions to be recommended with the goal of optimising a target measure of interest or Key Performance Indicator (KPI). One challenge that
Externí odkaz:
http://arxiv.org/abs/2303.09209
Autor:
Georgia Lattanzi, Federica Perillo, Angélica Díaz-Basabe, Bruna Caridi, Chiara Amoroso, Alberto Baeri, Elisa Cirrincione, Michele Ghidini, Barbara Galassi, Elisa Cassinotti, Ludovica Baldari, Luigi Boni, Maurizio Vecchi, Flavio Caprioli, Federica Facciotti, Francesco Strati
Publikováno v:
OncoImmunology, Vol 13, Iss 1 (2024)
Colorectal cancer (CRC) is a multifaceted disease whose development and progression varies depending on tumor location, age of patients, infiltration of immune cells within cancer lesions, and the tumor microenvironment. These pathophysiological char
Externí odkaz:
https://doaj.org/article/5fbd96f8f81a47a498858d6fffee4d47
Autor:
Angélica Díaz-Basabe, Georgia Lattanzi, Federica Perillo, Chiara Amoroso, Alberto Baeri, Andrea Farini, Yvan Torrente, Giuseppe Penna, Maria Rescigno, Michele Ghidini, Elisa Cassinotti, Ludovica Baldari, Luigi Boni, Maurizio Vecchi, Flavio Caprioli, Federica Facciotti, Francesco Strati
Publikováno v:
Gut Microbes, Vol 16, Iss 1 (2024)
The interaction between the gut microbiota and invariant Natural Killer T (iNKT) cells plays a pivotal role in colorectal cancer (CRC). The pathobiont Fusobacterium nucleatum influences the anti-tumor functions of CRC-infiltrating iNKT cells. However
Externí odkaz:
https://doaj.org/article/66cb359407d54355a483324114227811
Autor:
Edgar, Caitlin E.1 (AUTHOR) caitlin.edgar17@imperial.ac.uk, Ghidini, Claudia1 (AUTHOR), Heang, Thearith2 (AUTHOR), Favier, Clement D.3 (AUTHOR), Gerrand, Craig H.4 (AUTHOR), Furtado, Sherron H.4 (AUTHOR), Mayhew, Emily R.1 (AUTHOR), Kheng, Sisary2 (AUTHOR), Abu-Sittah, Ghassan S.5 (AUTHOR), Bull, Anthony M. J.1 (AUTHOR)
Publikováno v:
PLoS ONE. 10/31/2024, Vol. 19 Issue 10, p1-22. 22p.