A comparative analysis of predictive process monitoring: object-centric versus classical event logs.

Simona Fioretto https://orcid.org/0009-0006-8700-8188 https://www.wikidata.org/entity/Q130990042

Simona Fioretto Elio Masciari A comparative analysis of predictive process monitoring: object-centric versus classical event logs. 7355-7398 2025 September 67 Knowl. Inf. Syst. 9 https://doi.org/10.1007/s10115-025-02461-y db/journals/kais/kais67.html#FiorettoM25 streams/journals/kais

Mariano Barone Domenico Benfenati Salvatore Capuozzo Giovanni Maria De Filippis Adriano De Simone Simona Fioretto Kyriakos Kristofer Georgiou Michela Gravina Julian Gortz Lidia Marassi Stefano Marrone 0002 Enea Vincenzo Napolitano Valeria Panzetta Giuseppe Pontillo Giuseppe Riccio 0001 Antonio Romano 0001 Cristiano Russo Carmela Russo Cristian Tommasino Mariano Sirignano Konstantinos Siettos Elio Masciari Antonio Maria Rinaldi Paolo Antonio Netti Vincenzo Moscato Carlo Sansone Transforming healthcare with AI: the work of CINI-AIIS at Federico II University. 2025 Ital-IA https://ceur-ws.org/Vol-4121/Ital-IA_2025_paper_55.pdf conf/ital-ia/2025 db/conf/ital-ia/ital-ia2025.html#BaroneBCFSFGGGMMNPPRRRR25 streams/conf/ital-ia Arianna Anniciello Simona Fioretto Elio Masciari Enea Vincenzo Napolitano Human-in-the-Loop Generative AI for Explainable Insurance Decision Support. 182-188 2025 MoMM https://doi.org/10.1007/978-3-032-11768-7_15 conf/momm/2025 db/conf/momm/momm2025.html#AnnicielloFMN25 streams/conf/momm Maria Luisa Conza Simona Fioretto Elio Masciari Enea Vincenzo Napolitano Enhancing Employee Health Through an Experimental Diet: Insights from Machine Learning Analysis. 283-290 2025 PDP https://doi.org/10.1109/PDP66500.2025.00046 conf/pdp/2025 db/conf/pdp/pdp2025.html#ConzaFMN25 streams/conf/pdp Simona Fioretto Enea Vincenzo Napolitano Elio Masciari The Role of Artificial Intelligence in ESG Ranking Evaluation. 487-494 2025 SEBD https://ceur-ws.org/Vol-4182/paper28.pdf conf/sebd/2025 db/conf/sebd/sebd2025.html#FiorettoNM25

Simona Fioretto Elio Masciari Predictive Process Monitoring: a comparison survey between different type of event logs. 2025 April abs/2504.16933 CoRR https://doi.org/10.48550/arXiv.2504.16933 db/journals/corr/corr2504.html#abs-2504-16933 streams/journals/corr

Simona Fioretto Elio Masciari A Conceptual Framework for Predictive Process Monitoring in Public Administration. 423-431 2024 CISIS https://doi.org/10.1007/978-3-031-70011-8_40 conf/cisis/2024 db/conf/cisis/cisis2024.html#FiorettoM24 Simona Fioretto Elio Masciari Enea Vincenzo Napolitano Machine Learning for KPI Development in Public Administration. 522-527 2024 DATA https://doi.org/10.5220/0012820300003756 conf/data/2024 db/conf/data/data2024.html#FiorettoMN24 Simona Fioretto Dino Ienco Roberto Interdonato Elio Masciari Integrating Predictive Process Monitoring Techniques in Smart Agriculture. 306-313 2024 ISMIS https://doi.org/10.1007/978-3-031-62700-2_27 conf/ismis/2024 db/conf/ismis/ismis2024.html#FiorettoIIM24

Simona Fioretto Elio Masciari Enea Vincenzo Napolitano A Brief Discussion on KPI Development in Public Administration. 2024 abs/2412.09142 CoRR https://doi.org/10.48550/arXiv.2412.09142 db/journals/corr/corr2412.html#abs-2412-09142 streams/journals/corr

Simona Fioretto Process Mining Solutions for Public Administration. 668-675 2023 ADBIS (Short Papers) https://doi.org/10.1007/978-3-031-42941-5_60 conf/adbis/2023short db/conf/adbis/adbis2023short.html#Fioretto23 Flora Amato Simona Fioretto Eugenio Forgillo Elio Masciari Nicola Mazzocca Sabrina Merola Enea Vincenzo Napolitano Evolving Justice Sector: An Innovative Proposal for Introducing AI-Based Techniques in Court Offices. 75-88 2023 EGOVIS https://doi.org/10.1007/978-3-031-39841-4_6 conf/egovis/2023 db/conf/egovis/egovis2023.html#AmatoFFMMMN23 Arianna Anniciello Simona Fioretto Elio Masciari Enea Vincenzo Napolitano Digital Twins for Traffic Congestion in Smart Cities: A Novel Solution Using Data Mining Techniques. 241-248 2023 KMIS https://doi.org/10.5220/0012208100003598 conf/ic3k/2023kmis db/conf/ic3k/kmis2023.html#AnnicielloFMN23 Enea Vincenzo Napolitano Simona Fioretto Elio Masciari Arianna Anniciello How Pandemic Affected the Adoption of e-Health Systems. 94-98 2023 IDEAS https://doi.org/10.1145/3589462.3589496 https://www.wikidata.org/entity/Q130990044 conf/ideas/2023 db/conf/ideas/ideas2023.html#NapolitanoFMA23 Simona Fioretto Elio Masciari Enea Vincenzo Napolitano Dossier Classification to Support Workflow Management Optimization. 286-292 2023 NUMTA (3) https://doi.org/10.1007/978-3-031-81247-7_25 conf/numta/2023-3 db/conf/numta/numta2023-3.html#FiorettoMN23 streams/conf/numta Simona Fioretto Elio Masciari Enea Vincenzo Napolitano A Joint Analysis of Trajectory Mining and Process Mining for Smartphone User Behaviour. 562-569 2023 PKDD/ECML Workshops (3) https://doi.org/10.1007/978-3-031-74633-8_43 conf/pkdd/2023-w3 db/conf/pkdd/pkdd2023-w3.html#FiorettoMN23 Simona Fioretto Elio Masciari Enea Vincenzo Napolitano Can the Study of Trajectories Help to Extract Information from Business Processes? 13-24 2023 PMAI@IJCAI https://ceur-ws.org/Vol-3569/paper2.pdf conf/pmai/2023 db/conf/pmai/pmai2023.html#FiorettoMN23 Flora Amato Simona Fioretto Eugenio Forgillo Elio Masciari Nicola Mazzocca Sabrina Merola Enea Vincenzo Napolitano Introducing AI-Based Techniques in the Justice Sector: A Proposal for Digital Transformation of Court Offices. 497-504 2023 SEBD https://ceur-ws.org/Vol-3478/paper42.pdf conf/sebd/2023 db/conf/sebd/sebd2023.html#AmatoFFMMMN23 Simona Fioretto Business Process Extraction from Documents with AI. 697-702 2023 SEBD https://ceur-ws.org/Vol-3478/paper11.pdf conf/sebd/2023 db/conf/sebd/sebd2023.html#Fioretto23 Arianna Anniciello Simona Fioretto Elio Masciari Enea Vincenzo Napolitano Covid-19 impact on health information technology: the rapid rise of e-Health and Big Data driven innovation of healthcare processes. 2759-2764 2022 BIBM https://doi.org/10.1109/BIBM55620.2022.9995515 conf/bibm/2022 db/conf/bibm/bibm2022.html#AnnicielloFMN22 Flora Amato Arianna Anniciello Mariano Barone Domenico Benfenati Salvatore Capuozzo Maria Luisa Conza Giovanni Maria De Filippis Eugenio Forgillo Kyriakos Kristofer Georgiou Julian Gortz Michela Gravina Dino Ienco Roberto Interdonato Lidia Marassi Stefano Marrone 0002 Elio Masciari Nicola Mazzocca Sabrina Merola Vincenzo Moscato Enea Vincenzo Napolitano Paolo Antonio Netti Valeria Panzetta Giuseppe Pontillo Giuseppe Riccio 0001 Antonio Maria Rinaldi Antonio Romano 0001 Carmela Russo Cristiano Russo Carlo Sansone Konstantinos Siettos Adriano De Simone Mariano Sirignano Cristian Tommasino