Fabrizio Maria Maggi

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 164

Top Venues

Publications

Ivan Donadello, Paolo Felli, Craig Innes, Fabrizio Maria Maggi, Marco Montali
Conformance Checking of Fuzzy Logs against Declarative Temporal Specifications. CoRR (2024)
Anti Alman, Fabrizio Maria Maggi, Stefanie Rinderle-Ma, Andrey Rivkin, Karolin Winter
Towards a Multi-model Paradigm for Business Process Management. CAiSE (2024)
Chiara Di Francescomarino, Ivan Donadello, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi, Sergio Tessaris
Making Sense of Temporal Event Data:A Framework for Comparing Techniques for the Discovery of Discriminative Temporal Patterns. CAiSE (2024)
Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Ivan Donadello, Fabrizio Maria Maggi
Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process Monitoring. CoRR (2024)
Sander J. J. Leemans, Fabrizio Maria Maggi, Marco Montali
Enjoy the silence: Analysis of stochastic Petri nets with silent transitions. Inf. Syst. 124 (2024)
Sander J. J. Leemans, Fabrizio Maria Maggi, Marco Montali
Enjoy the Silence: Analysis of Stochastic Petri Nets with Silent Transitions. CoRR (2023)
Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi
Data-aware process discovery for malware detection: an empirical study. Mach. Learn. 112 (4) (2023)
Sander J. J. Leemans, Fabrizio Maria Maggi, Marco Montali
Finite-Trace Analysis of Stochastic Systems with Silent Transitions (Extended Abstract). IJCAI (2023)
Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi, Vasyl Skydanienko
Data-Aware Declarative Process Mining with SAT. ACM Trans. Intell. Syst. Technol. 14 (4) (2023)
Paolo Ceravolo, Claudio Di Ciccio, Chiara Di Francescomarino, María Teresa Gómez López, Fabrizio Maria Maggi, Renuka Sindhgatta
Editorial: recent advances in process analytics. J. Intell. Inf. Syst. 61 (1) (2023)
Tedi Ibershimi, Diellsimeone Xhemalaj, Anti Alman, Ivan Donadello, Fabrizio Maria Maggi
Two Solutions for Checking LTLf Properties in Event Logs. ICPM Doctoral Consortium / Demo (2023)
Anti Alman, Fabrizio Maria Maggi, Marco Montali, Andrey Rivkin
Generating Event Logs from Hybrid Process Models. Business Process Management Workshops (2023)
Ivan Donadello, Jonghyeon Ko, Fabrizio Maria Maggi, Jan Mendling, Francesco Riva, Matthias Weidlich
Knowledge-Driven Modulation of Neural Networks with Attention Mechanism for Next Activity Prediction. CoRR (2023)
Anti Alman, Fabrizio Maria Maggi, Marco Montali, Fabio Patrizi, Andrey Rivkin
Monitoring hybrid process specifications with conflict management: An automata-theoretic approach. Artif. Intell. Medicine 139 (2023)
Giuseppe De Giacomo, Francesco Fuggitti, Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi
A tool for declarative Trace Alignment via automated planning. Softw. Impacts 16 (2023)
Anti Alman, Fabrizio Maria Maggi, Marco Montali, Fabio Patrizi, Andrey Rivkin
A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global-local memory. Inf. Syst. 119 (2023)
Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Sergio Tessaris
Process Discovery on Deviant Traces and Other Stranger Things. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Ivan Donadello, Chiara Di Francescomarino, Fabrizio Maria Maggi, Francesco Ricci, Aladdin Shikhizada
Outcome-Oriented Prescriptive Process Monitoring based on Temporal Logic Patterns. Eng. Appl. Artif. Intell. 126 (2023)
Francesco Chiariello, Fabrizio Maria Maggi, Fabio Patrizi
From LTL on Process Traces to Finite-state Automata. BPM (Demos / Resources Forum) (2023)
Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
Counterfactuals and Ways to Build Them: Evaluating Approaches in Predictive Process Monitoring. CAiSE (2023)
Ivan Donadello, Fabrizio Maria Maggi, Francesco Riva, Manpreet Singh
ASP-Based Log Generation with Purposes in Declare4Py. ICPM Doctoral Consortium / Demo (2023)
Simone Agostinelli, Francesco Chiariello, Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi
Process mining meets model learning: Discovering deterministic finite state automata from event logs for business process analysis. Inf. Syst. 114 (2023)
Anti Alman, Ivan Donadello, Fabrizio Maria Maggi, Marco Montali
Declarative Process Mining for Software Processes: The RuM Toolkit and the Declare4Py Python Library. PROFES (2) (2023)
Ana Rocío Cárdenas Maita, Marcelo Fantinato, Sarajane Marques Peres, Fabrizio Maria Maggi
Towards a Business-Oriented Approach to Visualization-Supported Interpretability of Prediction Results in Process Mining. ICEIS (1) (2023)
Francesco Riva, Dario Benvenuti, Fabrizio Maria Maggi, Andrea Marrella, Marco Montali
An SQL-Based Declarative Process Mining Framework for Analyzing Process Data Stored in Relational Databases. BPM (Forum) (2023)
Jonghyeon Ko, Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza, Ramon Fraga Pereira
Plan Recognition as Probabilistic Trace Alignment. ICPM (2023)
Alessandro Gianola, Jonghyeon Ko, Fabrizio Maria Maggi, Marco Montali, Sarah Winkler
Approximating Multi-perspective Trace Alignment Using Trace Encodings. BPM (2023)
Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
Explain, Adapt and Retrain: How to improve the accuracy of a PPM classifier through different explanation styles. CoRR (2023)
Stephan A. Fahrenkrog-Petersen, Niek Tax, Irene Teinemaa, Marlon Dumas, Massimiliano de Leoni, Fabrizio Maria Maggi, Matthias Weidlich
Fire now, fire later: alarm-based systems for prescriptive process monitoring. Knowl. Inf. Syst. 64 (2) (2022)
Fredrik Milani, Katsiaryna Lashkevich, Fabrizio Maria Maggi, Chiara Di Francescomarino
Process Mining: A Guide for Practitioners. RCIS (2022)
Chiara Di Francescomarino, Ivan Donadello, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi
Making sense of temporal data: the DECLARE encoding. PMAI@IJCAI (2022)
Alessio Cecconi, Giuseppe De Giacomo, Claudio Di Ciccio, Fabrizio Maria Maggi, Jan Mendling
Measuring the interestingness of temporal logic behavioral specifications in process mining. Inf. Syst. 107 (2022)
Giuseppe De Giacomo, Riccardo De Masellis, Fabrizio Maria Maggi, Marco Montali
Monitoring Constraints and Metaconstraints with Temporal Logics on Finite Traces. ACM Trans. Softw. Eng. Methodol. 31 (4) (2022)
Francesco Chiariello, Fabrizio Maria Maggi, Fabio Patrizi
ASP-Based Declarative Process Mining. AAAI (2022)
Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
Nirdizati: an Advanced Predictive Process Monitoring Toolkit. CoRR (2022)
Jongchan Kim, Marco Comuzzi, Marlon Dumas, Fabrizio Maria Maggi, Irene Teinemaa
Encoding resource experience for predictive process monitoring. Decis. Support Syst. 153 (2022)
Francesco Chiariello, Fabrizio Maria Maggi, Fabio Patrizi
ASP-Based Declarative Process Mining. CoRR (2022)
Ivan Donadello, Francesco Riva, Fabrizio Maria Maggi, Aladdin Shikhizada
Declare4Py: A Python Library for Declarative Process Mining. BPM (PhD/Demos) (2022)
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Discovering data transfer routines from user interaction logs. Inf. Syst. 107 (2022)
Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Elena Palmieri, Sergio Tessaris
Discovering Business Processes models expressed as DNF or CNF formulae of Declare constraints. CILC (2022)
Anti Alman, Fabrizio Maria Maggi, Marco Montali, Fabio Patrizi, Andrey Rivkin
Multi-model Monitoring Framework for Hybrid Process Specifications. CAiSE (2022)
Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Giulia Grundler, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Sergio Tessaris
Optimising Business Process Discovery Using Answer Set Programming. LPNMR (2022)
Sander J. J. Leemans, Fabrizio Maria Maggi, Marco Montali
Reasoning on Labelled Petri Nets and Their Dynamics in a Stochastic Setting. BPM (2022)
Ivan Donadello, Chiara Di Francescomarino, Fabrizio Maria Maggi, Francesco Ricci, Aladdin Shikhizada
Outcome-Oriented Prescriptive Process Monitoring Based on Temporal Logic Patterns. CoRR (2022)
Williams Rizzi, Marco Comuzzi, Chiara Di Francescomarino, Chiara Ghidini, Suhwan Lee, Fabrizio Maria Maggi, Alexander Nolte
Explainable Predictive Process Monitoring: A User Evaluation. CoRR (2022)
Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
How do I update my model? On the resilience of Predictive Process Monitoring models to change. Knowl. Inf. Syst. 64 (5) (2022)
Giacomo Acitelli, Marco Angelini, Silvia Bonomi, Fabrizio Maria Maggi, Andrea Marrella, Alessandro Palma
Context-Aware Trace Alignment with Automated Planning. ICPM (2022)
Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Giulia Grundler, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Sergio Tessaris
Shape Your Process: Discovering Declarative Business Processes from Positive and Negative Traces Taking into Account User Preferences. EDOC (2022)
Anti Alman, Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza
Probabilistic declarative process mining. Inf. Syst. 109 (2022)
Francesco Chiariello, Fabrizio Maria Maggi, Fabio Patrizi
A tool for compiling Declarative Process Mining problems in ASP. Softw. Impacts 14 (2022)
Anti Alman, Fabrizio Maria Maggi, Marco Montali, Fabio Patrizi, Andrey Rivkin
Monitoring Hybrid Process Specifications with Conflict Management: The Automata-theoretic Approach. CoRR (2021)
Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Sergio Tessaris
Process discovery on deviant traces and other stranger things. CoRR (2021)
Fabrizio Maria Maggi, Andrea Marrella
Preface to the Special Issue on Artificial Intelligence for Business Process Management 2019. J. Data Semant. 10 (1-2) (2021)
Giacomo Bergami, Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza
Probabilistic Trace Alignment. CoRR (2021)
Anti Alman, Claudio Di Ciccio, Fabrizio Maria Maggi
Rule Mining with RuM (Extended Abstract). ITBPM@BPM (2021)
Simone Agostinelli, Giacomo Bergami, Alessio Fiorenza, Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi
Discovering Declarative Process Model Behavior from Event Logs via Model Learning. ICPM (2021)
Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
How do I update my model? On the resilience of Predictive Process Monitoring models to change. CoRR (2021)
Giacomo Bergami, Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza
A Tool for Computing Probabilistic Trace Alignments. CAiSE Forum (2021)
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Discovering executable routine specifications from user interaction logs. CoRR (2021)
Anti Alman, Claudio Di Ciccio, Fabrizio Maria Maggi, Marco Montali, Han van der Aa
RuM: Declarative Process Mining, Distilled. BPM (2021)
Farbod Taymouri, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
Business process variant analysis: Survey and classification. Knowl. Based Syst. 211 (2021)
Volodymyr Leno, Artem Polyvyanyy, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
Robotic Process Mining: Vision and Challenges. Bus. Inf. Syst. Eng. 63 (3) (2021)
Giacomo Bergami, Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza
Probabilistic Trace Alignment. ICPM (2021)
Greta Adamo, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi
Beyond arrows in process models: A user study on activity dependences and their rationales. Inf. Syst. 100 (2021)
Orlenys López-Pintado, Marlon Dumas, Maksym Yerokhin, Fabrizio Maria Maggi
Silhouetting the Cost-Time Front: Multi-objective Resource Optimization in Business Processes. BPM (Forum) (2021)
Giacomo Bergami, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Joonas Puura
Exploring Business Process Deviance with Sequential and Declarative Patterns. CoRR (2021)
Giacomo Bergami, Fabrizio Maria Maggi, Andrea Marrella, Marco Montali
Aligning Data-Aware Declarative Process Models and Event Logs. BPM (2021)
Volodymyr Leno, Marlon Dumas, Fabrizio Maria Maggi, Marcello La Rosa, Artem Polyvyanyy
Automated discovery of declarative process models with correlated data conditions. Inf. Syst. 89 (2020)
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Identifying candidate routines for Robotic Process Automation from unsegmented UI logs. CoRR (2020)
Han van der Aa, Karl Johannes Balder, Fabrizio Maria Maggi, Alexander Nolte
Say It in Your Own Words: Defining Declarative Process Models Using Speech Recognition. BPM (Forum) (2020)
Williams Rizzi, Chiara Di Francescomarino, Fabrizio Maria Maggi
Explainability in Predictive Process Monitoring: When Understanding Helps Improving. BPM (Forum) (2020)
Volodymyr Leno, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Automated Discovery of Data Transformations for Robotic Process Automation. CoRR (2020)
Chiara Di Francescomarino, Fabrizio Maria Maggi
Preface to the Special Issue on Artificial Intelligence for Business Process Management 2018. J. Data Semant. 9 (1) (2020)
Anti Alman, Claudio Di Ciccio, Dominik Haas, Fabrizio Maria Maggi, Jan Mendling
Rule Mining in Action: The RuM Toolkit. ICPM Doctoral Consortium / Tools (2020)
Anti Alman, Claudio Di Ciccio, Dominik Haas, Fabrizio Maria Maggi, Alexander Nolte
Rule Mining with RuM. ICPM (2020)
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Identifying Candidate Routines for Robotic Process Automation from Unsegmented UI Logs. ICPM (2020)
Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza, Anti Alman
Extending Temporal Business Constraints with Uncertainty. BPM (2020)
Nicolò Navarin, Matteo Cambiaso, Andrea Burattin, Fabrizio Maria Maggi, Luca Oneto, Alessandro Sperduti
Towards Online Discovery of Data-Aware Declarative Process Models from Event Streams. IJCNN (2020)
Alessio Cecconi, Giuseppe De Giacomo, Claudio Di Ciccio, Fabrizio Maria Maggi, Jan Mendling
A Temporal Logic-Based Measurement Framework for Process Mining. ICPM (2020)
Anti Alman, Karl Johannes Balder, Fabrizio Maria Maggi, Han van der Aa
Declo: A Chatbot for User-friendly Specification of Declarative Process Models. BPM (PhD/Demos) (2020)
Volodymyr Leno, Stanislav Deviatykh, Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
Robidium: Automated Synthesis of Robotic Process Automation Scripts from UI Logs. BPM (PhD/Demos) (2020)
Giuseppe De Giacomo, Riccardo De Masellis, Fabrizio Maria Maggi, Marco Montali
Monitoring Constraints and Metaconstraints with Temporal Logics on Finite Traces. CoRR (2020)
Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza
Temporal Logics Over Finite Traces with Uncertainty. AAAI (2020)
Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza
Probabilistic Conformance Checking Based on Declarative Process Models. CAiSE Forum (2020)
Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Vasyl Skydanienko, Sergio Tessaris
Towards the Generation of the "Perfect" Log Using Abductive Logic Programming. CILC (2019)
Hoang Nguyen, Marlon Dumas, Arthur H. M. ter Hofstede, Marcello La Rosa, Fabrizio Maria Maggi
Stage-based discovery of business process models from event logs. Inf. Syst. 84 (2019)
David Raffo, Reda Bendraou, LiGuo Huang, Fabrizio Maria Maggi
Innovative process paradigms and data driven analytics: A new horizon for software and systems process. J. Softw. Evol. Process. 31 (6) (2019)
Volodymyr Leno, Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
Action Logger: Enabling Process Mining for Robotic Process Automation. BPM (PhD/Demos) (2019)
Simone Agostinelli, Fabrizio Maria Maggi, Andrea Marrella, Francesco Sapio
Achieving GDPR Compliance of BPMN Process Models. CAiSE Forum (2019)
Chiara Di Francescomarino, Marlon Dumas, Fabrizio Maria Maggi, Irene Teinemaa
Clustering-Based Predictive Process Monitoring. IEEE Trans. Serv. Comput. 12 (6) (2019)
Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi
Evaluating coding behavior in software development processes: a process mining approach. ICSSP (2019)
Arik Senderovich, Chiara Di Francescomarino, Fabrizio Maria Maggi
From knowledge-driven to data-driven inter-case feature encoding in predictive process monitoring. Inf. Syst. 84 (2019)
Farbod Taymouri, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
Business Process Variant Analysis: Survey and Classification. CoRR (2019)
Williams Rizzi, Luca Simonetto, Chiara Di Francescomarino, Chiara Ghidini, Tõnis Kasekamp, Fabrizio Maria Maggi
Nirdizati 2.0: New Features and Redesigned Backend. BPM (PhD/Demos) (2019)
Simone Coltellese, Fabrizio Maria Maggi, Andrea Marrella, Luca Massarelli, Leonardo Querzoni
Triage of IoT Attacks Through Process Mining. OTM Conferences (2019)
Andrea Burattin, Giancarlo Guizzardi, Fabrizio Maria Maggi, Marco Montali
Fifty Shades of Green: How Informative is a Compliant Process Trace? CAiSE (2019)
Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza
Probabilistic Temporal Logic over Finite Traces (Technical Report). CoRR (2019)
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Irene Teinemaa
Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring. ACM Trans. Intell. Syst. Technol. 10 (4) (2019)
Chiara Di Francescomarino, Fabrizio Maria Maggi
Preface to the Special Issue on Business Process Innovations with Artificial Intelligence. J. Data Semant. 8 (2) (2019)
Fabrizio Maria Maggi, Marco Montali, Ubaier Bhat
Compliance Monitoring of Multi-Perspective Declarative Process Models. EDOC (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fabrizio Maria Maggi