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Fabrizio Maria Maggi

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affiliation: Free University of Bozen-Bolzano, Italy
affiliation (former): University of Tartu, Estonia

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2020 – today

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2024
[j54]
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Sander J. J. Leemans, Fabrizio Maria Maggi, Marco Montali:
Enjoy the silence: Analysis of stochastic Petri nets with silent transitions. Inf. Syst. 124: 102383 (2024)
[c137]
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Ivan Donadello, Paolo Felli, Craig Innes, Fabrizio Maria Maggi, Marco Montali:
Conformance Checking of Fuzzy Logs Against Declarative Temporal Specifications. BPM 2024: 39-56
[c136]
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Andrei Buliga, Riccardo Graziosi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi, Massimiliano Ronzani:
Nirdizati Light: A Modular Framework for Explainable Predictive Process Monitoring. BPM (Demos / Resources Forum) 2024: 111-115
[c135]
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Anti Alman, Fabrizio Maria Maggi, Stefanie Rinderle-Ma, Andrey Rivkin, Karolin Winter:
Towards a Multi-model Paradigm for Business Process Management. CAiSE 2024: 178-194
[c134]
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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: 423-439
[c133]
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Graziano Blasilli, Lauren S. Ferro, Simone Lenti, Fabrizio Maria Maggi, Andrea Marrella, Tiziana Catarci:
EDD: A Web-Based Editor for Declarative Process Models Using easyDeclare. ICPM Doctoral Consortium / Demo 2024
[c132]
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Anti Alman, Izack Cohen, Avigdor Gal, Fabrizio Maria Maggi, Marco Montali:
Discovering Process Framing for AI-Augmented BPM Systems in a Multi-Process Setting. PMAI@ECAI 2024: 47-58
[i37]
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  - journals/corr/abs-2403-11642
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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 abs/2403.11642 (2024)
[i36]
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  - journals/corr/abs-2406-12078
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Ivan Donadello, Paolo Felli, Craig Innes, Fabrizio Maria Maggi, Marco Montali:
Conformance Checking of Fuzzy Logs against Declarative Temporal Specifications. CoRR abs/2406.12078 (2024)
2023
[j53]
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  - journals/artmed/AlmanMMPR23
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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: 102512 (2023)
[j52]
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  - journals/eaai/DonadelloFMRS23
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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: 106899 (2023)
[j51]
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  - journals/is/AgostinelliCMMP23
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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: 102180 (2023)
[j50]
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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: 102271 (2023)
[j49]
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  - journals/jiis/CeravoloCFLMS23
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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): 1-3 (2023)
[j48]
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  - journals/ml/BernardiCM23
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Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Data-aware process discovery for malware detection: an empirical study. Mach. Learn. 112(4): 1171-1199 (2023)
[j47]
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  - journals/simpa/GiacomoFMMP23
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Giuseppe De Giacomo, Francesco Fuggitti, Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi:
A tool for declarative Trace Alignment via automated planning. Softw. Impacts 16: 100505 (2023)
[j46]
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  - journals/tist/MaggiMPS23
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Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi, Vasyl Skydanienko:
Data-Aware Declarative Process Mining with SAT. ACM Trans. Intell. Syst. Technol. 14(4): 75:1-75:26 (2023)
[j45]
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  - journals/tkde/ChesaniFGLMMMT23
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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): 11784-11800 (2023)
[c131]
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  - conf/bpm/GianolaKMMW23
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Alessandro Gianola, Jonghyeon Ko, Fabrizio Maria Maggi, Marco Montali, Sarah Winkler:
Approximating Multi-perspective Trace Alignment Using Trace Encodings. BPM 2023: 74-91
[c130]
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  - conf/bpm/ChiarielloPM23
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Francesco Chiariello, Fabrizio Maria Maggi, Fabio Patrizi:
From LTL on Process Traces to Finite-state Automata. BPM (Demos / Resources Forum) 2023: 127-131
[c129]
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  - conf/bpm/RivaBMMM23
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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: 214-231
[c128]
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  - conf/bpm/AlmanMMR23
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Anti Alman, Fabrizio Maria Maggi, Marco Montali, Andrey Rivkin:
Generating Event Logs from Hybrid Process Models. Business Process Management Workshops 2023: 289-301
[c127]
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  - conf/caise/BuligaFGM23
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Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi:
Counterfactuals and Ways to Build Them: Evaluating Approaches in Predictive Process Monitoring. CAiSE 2023: 558-574
[c126]
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  - conf/iceis/MaitaFPM23
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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: 395-406
[c125]
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  - conf/icpm/DonadelloMRS23
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Ivan Donadello, Fabrizio Maria Maggi, Francesco Riva, Manpreet Singh:
ASP-Based Log Generation with Purposes in Declare4Py. ICPM Doctoral Consortium / Demo 2023
[c124]
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  - conf/icpm/IbershimiXADM23
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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
[c123]
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Jonghyeon Ko, Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza, Ramon Fraga Pereira:
Plan Recognition as Probabilistic Trace Alignment. ICPM 2023: 33-40
[c122]
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  - conf/ijcai/LeemansMM23
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Sander J. J. Leemans, Fabrizio Maria Maggi, Marco Montali:
Finite-Trace Analysis of Stochastic Systems with Silent Transitions (Extended Abstract). IJCAI 2023: 6452-6457
[c121]
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  - conf/profes/AlmanDMM23
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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: 13-19
[e8]
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Tiago Prince Sales, Henderik A. Proper, Giancarlo Guizzardi, Marco Montali, Fabrizio Maria Maggi, Claudenir M. Fonseca:
Enterprise Design, Operations, and Computing. EDOC 2022 Workshops - IDAMS, SoEA4EE, TEAR, EDOC Forum, Demonstrations Track and Doctoral Consortium, Bozen-Bolzano, Italy, October 4-7, 2022, Revised Selected Papers. Lecture Notes in Business Information Processing 466, Springer 2023, ISBN 978-3-031-26885-4 [contents]
[i35]
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  - journals/corr/abs-2303-14939
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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 abs/2303.14939 (2023)
[i34]
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  - journals/corr/abs-2306-06376
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Sander J. J. Leemans, Fabrizio Maria Maggi, Marco Montali:
Enjoy the Silence: Analysis of Stochastic Petri Nets with Silent Transitions. CoRR abs/2306.06376 (2023)
[i33]
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  - journals/corr/abs-2312-08847
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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 abs/2312.08847 (2023)
2022
[j44]
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  - journals/dss/KimCDMT22
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Jongchan Kim, Marco Comuzzi, Marlon Dumas, Fabrizio Maria Maggi, Irene Teinemaa:
Encoding resource experience for predictive process monitoring. Decis. Support Syst. 153: 113669 (2022)
[j43]
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  - journals/is/LenoADRMP22
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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: 101916 (2022)
[j42]
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  - journals/is/CecconiGCMM22
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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: 101920 (2022)
[j41]
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  - journals/is/AlmanMMP22
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Anti Alman, Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza:
Probabilistic declarative process mining. Inf. Syst. 109: 102033 (2022)
[j40]
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  - journals/kais/Fahrenkrog-Petersen22
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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): 559-587 (2022)
[j39]
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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): 1385-1416 (2022)
[j38]
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  - journals/simpa/ChiarielloMP22
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Francesco Chiariello, Fabrizio Maria Maggi, Fabio Patrizi:
A tool for compiling Declarative Process Mining problems in ASP. Softw. Impacts 14: 100435 (2022)
[j37]
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  - journals/tosem/GiacomoMMM22
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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): 68:1-68:44 (2022)
[c120]
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Francesco Chiariello, Fabrizio Maria Maggi, Fabio Patrizi:
ASP-Based Declarative Process Mining. AAAI 2022: 5539-5547
[c119]
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  - conf/bpm/DonadelloRMS22
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Ivan Donadello, Francesco Riva, Fabrizio Maria Maggi, Aladdin Shikhizada:
Declare4Py: A Python Library for Declarative Process Mining. BPM (PhD/Demos) 2022: 117-121
[c118]
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Sander J. J. Leemans, Fabrizio Maria Maggi, Marco Montali:
Reasoning on Labelled Petri Nets and Their Dynamics in a Stochastic Setting. BPM 2022: 324-342
[c117]
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  - conf/caise/AlmanMMPR22
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Anti Alman, Fabrizio Maria Maggi, Marco Montali, Fabio Patrizi, Andrey Rivkin:
Multi-model Monitoring Framework for Hybrid Process Specifications. CAiSE 2022: 319-335
[c116]
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  - conf/cilc/ChesaniFGLMMMPT22
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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: 201-216
[c115]
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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: 217-234
[c114]
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  - conf/icpm/AcitelliABMMP22
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Giacomo Acitelli, Marco Angelini, Silvia Bonomi, Fabrizio Maria Maggi, Andrea Marrella, Alessandro Palma:
Context-Aware Trace Alignment with Automated Planning. ICPM 2022: 104-111
[c113]
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Chiara Di Francescomarino, Ivan Donadello, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi:
Making sense of temporal data: the DECLARE encoding. PMAI@IJCAI 2022: 77-80
[c112]
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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: 498-504
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Fredrik Milani, Katsiaryna Lashkevich, Fabrizio Maria Maggi, Chiara Di Francescomarino:
Process Mining: A Guide for Practitioners. RCIS 2022: 265-282
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Marlon Dumas, Marcello La Rosa, Volodymyr Leno, Artem Polyvyanyy, Fabrizio Maria Maggi:
Robotic Process Mining. Process Mining Handbook 2022: 468-491
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João Paulo A. Almeida, Dimka Karastoyanova, Giancarlo Guizzardi, Marco Montali, Fabrizio Maria Maggi, Claudenir M. Fonseca:
Enterprise Design, Operations, and Computing - 26th International Conference, EDOC 2022, Bozen-Bolzano, Italy, October 3-7, 2022, Proceedings. Lecture Notes in Computer Science 13585, Springer 2022, ISBN 978-3-031-17603-6 [contents]
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Mieke Jans, Gert Janssenswillen, Anna A. Kalenkova, Fabrizio Maria Maggi:
Proceedings of the ICPM Doctoral Consortium and Demo Track 2021 co-located with 3rd International Conference on Process Mining, ICPM Doctoral Consortium / Demo Track 2021, Eindhoven, The Netherlands, November, 2021. CEUR Workshop Proceedings 3098, CEUR-WS.org 2022 [contents]
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Marwan Hassani, Agnes Koschmider, Marco Comuzzi, Fabrizio Maria Maggi, Luise Pufahl:
Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), Bolzano, Italy, October, 2022. CEUR Workshop Proceedings 3299, CEUR-WS.org 2022 [contents]
[i32]
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  - journals/corr/abs-2202-07760
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Williams Rizzi, Marco Comuzzi, Chiara Di Francescomarino, Chiara Ghidini, Suhwan Lee, Fabrizio Maria Maggi, Alexander Nolte:
Explainable Predictive Process Monitoring: A User Evaluation. CoRR abs/2202.07760 (2022)
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Francesco Chiariello, Fabrizio Maria Maggi, Fabio Patrizi:
ASP-Based Declarative Process Mining. CoRR abs/2205.01979 (2022)
[i30]
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Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi:
Nirdizati: an Advanced Predictive Process Monitoring Toolkit. CoRR abs/2210.09688 (2022)
[i29]
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Ivan Donadello, Chiara Di Francescomarino, Fabrizio Maria Maggi, Francesco Ricci, Aladdin Shikhizada:
Outcome-Oriented Prescriptive Process Monitoring Based on Temporal Logic Patterns. CoRR abs/2211.04880 (2022)
2021
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Volodymyr Leno, Artem Polyvyanyy, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi:
Robotic Process Mining: Vision and Challenges. Bus. Inf. Syst. Eng. 63(3): 301-314 (2021)
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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: 101762 (2021)
[j34]
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Fabrizio Maria Maggi, Andrea Marrella:
Preface to the Special Issue on Artificial Intelligence for Business Process Management 2019. J. Data Semant. 10(1-2): 1-2 (2021)
[j33]
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Farbod Taymouri, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi:
Business process variant analysis: Survey and classification. Knowl. Based Syst. 211: 106557 (2021)
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Anti Alman, Claudio Di Ciccio, Fabrizio Maria Maggi, Marco Montali, Han van der Aa:
RuM: Declarative Process Mining, Distilled. BPM 2021: 23-29
[c109]
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Anti Alman, Claudio Di Ciccio, Fabrizio Maria Maggi:
Rule Mining with RuM (Extended Abstract). ITBPM@BPM 2021: 38-43
[c108]
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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: 92-108
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Giacomo Bergami, Fabrizio Maria Maggi, Andrea Marrella, Marco Montali:
Aligning Data-Aware Declarative Process Models and Event Logs. BPM 2021: 235-251
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Giacomo Bergami, Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza:
A Tool for Computing Probabilistic Trace Alignments. CAiSE Forum 2021: 118-126
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Giacomo Bergami, Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza:
Probabilistic Trace Alignment. ICPM 2021: 9-16
[c104]
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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: 48-55
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Wil M. P. van der Aalst, Remco M. Dijkman, Akhil Kumar, Francesco Leotta, Fabrizio Maria Maggi, Jan Mendling, Brian T. Pentland, Arik Senderovich, Marcos Sepúlveda, Estefanía Serral Asensio, Mathias Weske:
Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2021 co-located with 19th International Conference on Business Process Management (BPM 2021), Rome, Italy, September 6th - to - 10th, 2021. CEUR Workshop Proceedings 2973, CEUR-WS.org 2021 [contents]
[i28]
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  - journals/corr/abs-2106-13446
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Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy:
Discovering executable routine specifications from user interaction logs. CoRR abs/2106.13446 (2021)
[i27]
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  - journals/corr/abs-2107-03997
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Giacomo Bergami, Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza:
Probabilistic Trace Alignment. CoRR abs/2107.03997 (2021)
[i26]
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  - journals/corr/abs-2109-03501
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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 abs/2109.03501 (2021)
[i25]
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  - journals/corr/abs-2109-14883
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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 abs/2109.14883 (2021)
[i24]
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  - journals/corr/abs-2111-12454
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Giacomo Bergami, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Joonas Puura:
Exploring Business Process Deviance with Sequential and Declarative Patterns. CoRR abs/2111.12454 (2021)
[i23]
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  - journals/corr/abs-2111-13136
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Anti Alman, Fabrizio Maria Maggi, Marco Montali, Fabio Patrizi, Andrey Rivkin:
Monitoring Hybrid Process Specifications with Conflict Management: The Automata-theoretic Approach. CoRR abs/2111.13136 (2021)
2020
[j32]
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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: 101482 (2020)
[j31]
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Chiara Di Francescomarino, Fabrizio Maria Maggi:
Preface to the Special Issue on Artificial Intelligence for Business Process Management 2018. J. Data Semant. 9(1): 1 (2020)
[c103]
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Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza:
Temporal Logics Over Finite Traces with Uncertainty. AAAI 2020: 10218-10225
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Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza, Anti Alman:
Extending Temporal Business Constraints with Uncertainty. BPM 2020: 35-54
[c101]
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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: 51-67
[c100]
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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: 102-106
[c99]
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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: 122-126
[c98]
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Williams Rizzi, Chiara Di Francescomarino, Fabrizio Maria Maggi:
Explainability in Predictive Process Monitoring: When Understanding Helps Improving. BPM (Forum) 2020: 141-158
[c97]
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Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza:
Probabilistic Conformance Checking Based on Declarative Process Models. CAiSE Forum 2020: 86-99
[c96]
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Anti Alman, Claudio Di Ciccio, Dominik Haas, Fabrizio Maria Maggi, Jan Mendling:
Rule Mining in Action: The RuM Toolkit. ICPM Doctoral Consortium / Tools 2020: 51-54
[c95]
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Alessio Cecconi, Giuseppe De Giacomo, Claudio Di Ciccio, Fabrizio Maria Maggi, Jan Mendling:
A Temporal Logic-Based Measurement Framework for Process Mining. ICPM 2020: 113-120
[c94]
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Anti Alman, Claudio Di Ciccio, Dominik Haas, Fabrizio Maria Maggi, Alexander Nolte:
Rule Mining with RuM. ICPM 2020: 121-128
[c93]
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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: 153-160
[c92]
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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: 1-8
[i22]
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Volodymyr Leno, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy:
Automated Discovery of Data Transformations for Robotic Process Automation. CoRR abs/2001.01007 (2020)
[i21]
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Giuseppe De Giacomo, Riccardo De Masellis, Fabrizio Maria Maggi, Marco Montali:
Monitoring Constraints and Metaconstraints with Temporal Logics on Finite Traces. CoRR abs/2004.01859 (2020)
[i20]
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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 abs/2008.05782 (2020)

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
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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: 214-237 (2019)
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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: 255-264 (2019)
[j28]
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Chiara Di Francescomarino, Fabrizio Maria Maggi:
Preface to the Special Issue on Business Process Innovations with Artificial Intelligence. J. Data Semant. 8(2): 77 (2019)
[j27]
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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)
[j26]
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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): 34:1-34:34 (2019)
[j25]
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Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi:
Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. ACM Trans. Knowl. Discov. Data 13(2): 17:1-17:57 (2019)
[j24]
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Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Andrea Marrella, Massimo Mecella, Allar Soo:
Automated Discovery of Process Models from Event Logs: Review and Benchmark. IEEE Trans. Knowl. Data Eng. 31(4): 686-705 (2019)
[j23]
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Diego Calvanese, Marco Montali, Marlon Dumas, Fabrizio Maria Maggi:
Semantic DMN: Formalizing and Reasoning About Decisions in the Presence of Background Knowledge. Theory Pract. Log. Program. 19(4): 536-573 (2019)
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Chiara Di Francescomarino, Marlon Dumas, Fabrizio Maria Maggi, Irene Teinemaa:
Clustering-Based Predictive Process Monitoring. IEEE Trans. Serv. Comput. 12(6): 896-909 (2019)
[c91]
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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: 124-128
[c90]
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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: 154-158
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Simone Agostinelli, Fabrizio Maria Maggi, Andrea Marrella, Francesco Sapio:
Achieving GDPR Compliance of BPMN Process Models. CAiSE Forum 2019: 10-22
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Andrea Burattin, Giancarlo Guizzardi, Fabrizio Maria Maggi, Marco Montali:
Fifty Shades of Green: How Informative is a Compliant Process Trace? CAiSE 2019: 611-626
[c87]
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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: 179-192
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Simone Agostinelli, Fabrizio Maria Maggi, Andrea Marrella, Massimo Mecella:
Verifying Petri Net-Based Process Models using Automated Planning. EDOC Workshops 2019: 44-53
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Simone Agostinelli, Fabrizio Maria Maggi, Andrea Marrella, Fredrik Milani:
A User Evaluation of Process Discovery Algorithms in a Software Engineering Company. EDOC 2019: 142-150
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Fabrizio Maria Maggi, Marco Montali, Ubaier Bhat:
Compliance Monitoring of Multi-Perspective Declarative Process Models. EDOC 2019: 151-160
[c83]
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Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Evaluating coding behavior in software development processes: a process mining approach. ICSSP 2019: 84-93
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Simone Coltellese, Fabrizio Maria Maggi, Andrea Marrella, Luca Massarelli, Leonardo Querzoni:
Triage of IoT Attacks Through Process Mining. OTM Conferences 2019: 326-344
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Fabrizio Maria Maggi:
Declarative Process Mining. Encyclopedia of Big Data Technologies 2019
[i19]
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  - journals/corr/abs-1903-04940
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Fabrizio Maria Maggi, Marco Montali, Rafael Peñaloza:
Probabilistic Temporal Logic over Finite Traces (Technical Report). CoRR abs/1903.04940 (2019)
[i18]
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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. CoRR abs/1905.09568 (2019)
[i17]
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Farbod Taymouri, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi:
Business Process Variant Analysis: Survey and Classification. CoRR abs/1911.07582 (2019)
2018
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Irene Teinemaa, Marlon Dumas, Anna Leontjeva, Fabrizio Maria Maggi:
Temporal stability in predictive process monitoring. Data Min. Knowl. Discov. 32(5): 1306-1338 (2018)
[j20]
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Chiara Di Francescomarino, Marlon Dumas, Marco Federici, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi, Luca Simonetto:
Genetic algorithms for hyperparameter optimization in predictive business process monitoring. Inf. Syst. 74(Part): 67-83 (2018)
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Fabrizio Maria Maggi, Claudio Di Ciccio, Chiara Di Francescomarino, Taavi Kala:
Parallel algorithms for the automated discovery of declarative process models. Inf. Syst. 74(Part): 136-152 (2018)
[j18]
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Diego Calvanese, Marlon Dumas, Ülari Laurson, Fabrizio Maria Maggi, Marco Montali, Irene Teinemaa:
Semantics, Analysis and Simplification of DMN Decision Tables. Inf. Syst. 78: 112-125 (2018)
[j17]
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Claudio Di Ciccio, Fabrizio Maria Maggi, Marco Montali, Jan Mendling:
On the relevance of a business constraint to an event log. Inf. Syst. 78: 144-161 (2018)
[j16]
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Amin Jalali, Fabrizio Maria Maggi, Hajo A. Reijers:
A hybrid approach for aspect-oriented business process modeling. J. Softw. Evol. Process. 30(8) (2018)
[c81]
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Dennis M. M. Schunselaar, Tijs Slaats, Fabrizio Maria Maggi, Hajo A. Reijers, Wil M. P. van der Aalst:
Mining Hybrid Business Process Models: A Quest for Better Precision. BIS 2018: 190-205
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Fredrik Milani, Fabrizio Maria Maggi:
A Comparative Evaluation of Log-Based Process Performance Analysis Techniques. BIS 2018: 371-383
[c79]
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Irene Teinemaa, Niek Tax, Massimiliano de Leoni, Marlon Dumas, Fabrizio Maria Maggi:
Alarm-Based Prescriptive Process Monitoring. BPM (Forum) 2018: 91-107
[c78]
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Vasyl Skydanienko, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi:
A Tool for Generating Event Logs from Multi-Perspective Declare Models. BPM (Dissertation/Demos/Industry) 2018: 111-115
[c77]
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Volodymyr Leno, Marlon Dumas, Fabrizio Maria Maggi:
Correlating Activation and Target Conditions in Data-Aware Declarative Process Discovery. BPM 2018: 176-193
[c76]
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Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Fredrik Milani:
Predictive Process Monitoring Methods: Which One Suits Me Best? BPM 2018: 462-479
[c75]
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Ilya Verenich, Stanislav Mõskovski, Simon Raboczi, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi:
Predictive Process Monitoring in Apromore. CAiSE Forum 2018: 244-253
[c74]
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Fabrizio Maria Maggi, Andrea Marrella, Giuseppe Capezzuto, Abel Armas-Cervantes:
Explaining Non-compliance of Business Process Models Through Automated Planning. ICSOC 2018: 181-197
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Volodymyr Leno, Abel Armas-Cervantes, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi:
Discovering process maps from event streams. ICSSP 2018: 86-95
[i16]
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Irene Teinemaa, Niek Tax, Massimiliano de Leoni, Marlon Dumas, Fabrizio Maria Maggi:
Foundations of Prescriptive Process Monitoring. CoRR abs/1803.08706 (2018)
[i15]
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Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Fredrik Milani:
Predictive Process Monitoring Methods: Which One Suits Me Best? CoRR abs/1804.02422 (2018)
[i14]
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Volodymyr Leno, Abel Armas-Cervantes, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi:
Discovering Process Maps from Event Streams. CoRR abs/1804.02704 (2018)
[i13]
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  - journals/corr/abs-1804-03965
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Fredrik Milani, Fabrizio Maria Maggi:
A Comparative Evaluation of Log-Based Process Performance Analysis Techniques. CoRR abs/1804.03965 (2018)
[i12]
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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. CoRR abs/1805.02896 (2018)
[i11]
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Fabrizio Maria Maggi, Andrea Marrella, Fredrik Milani, Allar Soo, Silva Kasela:
A User Evaluation of Automated Process Discovery Algorithms. CoRR abs/1806.03150 (2018)
[i10]
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  - journals/corr/abs-1807-11615
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Diego Calvanese, Marlon Dumas, Fabrizio Maria Maggi, Marco Montali:
Semantic DMN: Formalizing and Reasoning About Decisions in the Presence of Background Knowledge. CoRR abs/1807.11615 (2018)
2017
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Fabrizio Maria Maggi, Michael Westergaard:
Designing software for operational decision support through coloured Petri nets. Enterp. Inf. Syst. 11(5): 576-596 (2017)
[j14]
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Claudio Di Ciccio, Fabrizio Maria Maggi, Marco Montali, Jan Mendling:
Resolving Inconsistencies and Redundancies in Declarative Process Models. EMISA Forum 37(1): 30-31 (2017)
[j13]
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Diego Calvanese, Marlon Dumas, Ülari Laurson, Fabrizio Maria Maggi, Marco Montali, Irene Teinemaa:
Semantics and Analysis of DMN Decision Tables. EMISA Forum 37(1): 49-51 (2017)
[j12]
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Claudio Di Ciccio, Fabrizio Maria Maggi, Marco Montali, Jan Mendling:
Resolving inconsistencies and redundancies in declarative process models. Inf. Syst. 64: 425-446 (2017)
[c72]
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Giuseppe De Giacomo, Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi:
On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment. AAAI 2017: 3555-3561
[c71]
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Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Giulio Petrucci, Anton Yeshchenko:
An Eye into the Future: Leveraging A-priori Knowledge in Predictive Business Process Monitoring. BPM 2017: 252-268
[c70]
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Kerwin Jorbina, Andrii Rozumnyi, Ilya Verenich, Chiara Di Francescomarino, Marlon Dumas, Chiara Ghidini, Fabrizio Maria Maggi, Marcello La Rosa, Simon Raboczi:
Nirdizati: A Web-Based Tool for Predictive Process Monitoring. BPM (Demos) 2017
[c69]
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  - conf/bpm/SenderovichFGJM17
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Arik Senderovich, Chiara Di Francescomarino, Chiara Ghidini, Kerwin Jorbina, Fabrizio Maria Maggi:
Intra and Inter-case Features in Predictive Process Monitoring: A Tale of Two Dimensions. BPM 2017: 306-323
[c68]
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  - conf/caise/NguyenDHRM17
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Hoang Nguyen, Marlon Dumas, Arthur H. M. ter Hofstede, Marcello La Rosa, Fabrizio Maria Maggi:
Mining Business Process Stages from Event Logs. CAiSE 2017: 577-594
[c67]
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Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Arne Laponin, Fabrizio Maria Maggi:
Rule Propagation: Adapting Procedural Process Models to Declarative Business Rules. EDOC 2017: 165-174
[c66]
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Andrea Janes, Fabrizio Maria Maggi, Andrea Marrella, Marco Montali:
From Zero to Hero: A Process Mining Tutorial. PROFES 2017: 625-629
[c65]
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Diego Calvanese, Marlon Dumas, Fabrizio Maria Maggi, Marco Montali:
Semantic DMN: Formalizing Decision Models with Domain Knowledge. RuleML+RR 2017: 70-86
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Reda Bendraou, David Raffo, LiGuo Huang, Fabrizio Maria Maggi:
Proceedings of the 2017 International Conference on Software and System Process, Paris, France, ICSSP 2017, July 5-7, 2017. ACM 2017, ISBN 978-1-4503-5270-3 [contents]
[i9]
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Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Andrea Marrella, Massimo Mecella, Allar Soo:
Automated Discovery of Process Models from Event Logs: Review and Benchmark. CoRR abs/1705.02288 (2017)
[i8]
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Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi:
Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. CoRR abs/1707.06766 (2017)
[i7]
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Irene Teinemaa, Marlon Dumas, Anna Leontjeva, Fabrizio Maria Maggi:
Temporal Stability in Predictive Process Monitoring. CoRR abs/1712.04165 (2017)
2016
[j11]
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Fabrizio Maria Maggi, Raimundas Matulevicius:
Selected Topics on Business Informatics Research: Editorial Introduction to Issue 6 of CSIMQ. Complex Syst. Informatics Model. Q. 6: I-II (2016)
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Andrea Burattin, Fabrizio Maria Maggi, Alessandro Sperduti:
Conformance checking based on multi-perspective declarative process models. Expert Syst. Appl. 65: 194-211 (2016)
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Claudio Di Ciccio, Fabrizio Maria Maggi, Jan Mendling:
Efficient discovery of Target-Branched Declare constraints. Inf. Syst. 56: 258-283 (2016)
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Mario Luca Bernardi, Marta Cimitile, Chiara Di Francescomarino, Fabrizio Maria Maggi:
Do activity lifecycles affect the validity of a business rule in a business process? Inf. Syst. 62: 42-59 (2016)
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Nanjangud C. Narendra, Alex Norta, Msury Mahunnah, Lixin Ma, Fabrizio Maria Maggi:
Sound conflict management and resolution for virtual-enterprise collaborations. Serv. Oriented Comput. Appl. 10(3): 233-251 (2016)
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Giuseppe De Giacomo, Fabrizio Maria Maggi, Andrea Marrella, Sebastian Sardiña:
Computing Trace Alignment against Declarative Process Models through Planning. ICAPS 2016: 367-375
[c63]
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Ülari Laurson, Fabrizio Maria Maggi:
A Tool for the Analysis of DMN Decision Tables. BPM (Demos) 2016: 56-60
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Fabrizio Maria Maggi, Marco Montali, Claudio Di Ciccio, Jan Mendling:
Semantical Vacuity Detection in Declarative Process Mining. BPM 2016: 158-175
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Diego Calvanese, Marlon Dumas, Ülari Laurson, Fabrizio Maria Maggi, Marco Montali, Irene Teinemaa:
Semantics and Analysis of DMN Decision Tables. BPM 2016: 217-233
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Irene Teinemaa, Marlon Dumas, Fabrizio Maria Maggi, Chiara Di Francescomarino:
Predictive Business Process Monitoring with Structured and Unstructured Data. BPM 2016: 401-417
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Hoang Nguyen, Marlon Dumas, Arthur H. M. ter Hofstede, Marcello La Rosa, Fabrizio Maria Maggi:
Business Process Performance Mining with Staged Process Flows. CAiSE 2016: 167-185
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Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Chiara Di Francescomarino:
Minimizing Overprocessing Waste in Business Processes via Predictive Activity Ordering. CAiSE 2016: 186-202
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Chiara Di Francescomarino, Marlon Dumas, Marco Federici, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi:
Predictive Business Process Monitoring Framework with Hyperparameter Optimization. CAiSE 2016: 361-376
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Taavi Kala, Fabrizio Maria Maggi, Claudio Di Ciccio, Chiara Di Francescomarino:
Apriori and Sequence Analysis for Discovering Declarative Process Models. EDOC 2016: 1-9
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Stefan Schönig, Claudio Di Ciccio, Fabrizio Maria Maggi, Jan Mendling:
Discovery of Multi-perspective Declarative Process Models. ICSOC 2016: 87-103
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Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi:
Declarative Process Models: Different Ways to Be Hierarchical. ICSOC 2016: 104-119
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Tijs Slaats, Dennis M. M. Schunselaar, Fabrizio Maria Maggi, Hajo A. Reijers:
The Semantics of Hybrid Process Models. OTM Conferences 2016: 531-551
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Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Automated development of constraint-driven web applications. SAC 2016: 1196-1203
[i6]
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Diego Calvanese, Marlon Dumas, Ülari Laurson, Fabrizio Maria Maggi, Marco Montali, Irene Teinemaa:
Semantics and Analysis of DMN Decision Tables. CoRR abs/1603.07466 (2016)
[i5]
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Hoang Nguyen, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Suriadi Suriadi:
Business Process Deviance Mining: Review and Evaluation. CoRR abs/1608.08252 (2016)
2015
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Marcella Rovani, Fabrizio Maria Maggi, Massimiliano de Leoni, Wil M. P. van der Aalst:
Declarative process mining in healthcare. Expert Syst. Appl. 42(23): 9236-9251 (2015)
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Massimiliano de Leoni, Fabrizio Maria Maggi, Wil M. P. van der Aalst:
An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data. Inf. Syst. 47: 258-277 (2015)
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Linh Thao Ly, Fabrizio Maria Maggi, Marco Montali, Stefanie Rinderle-Ma, Wil M. P. van der Aalst:
Compliance monitoring in business processes: Functionalities, application, and tool-support. Inf. Syst. 54: 209-234 (2015)
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Andrea Burattin, Marta Cimitile, Fabrizio Maria Maggi, Alessandro Sperduti:
Online Discovery of Declarative Process Models from Event Streams. IEEE Trans. Serv. Comput. 8(6): 833-846 (2015)
[c51]
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Marco Federici, Williams Rizzi, Chiara Di Francescomarino, Marlon Dumas, Chiara Ghidini, Fabrizio Maria Maggi, Irene Teinemaa:
A ProM Operational Support Provider for Predictive Monitoring of Business Processes. BPM (Demos) 2015: 1-5
[c50]
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Claudio Di Ciccio, Fabrizio Maria Maggi, Marco Montali, Jan Mendling:
Ensuring Model Consistency in Declarative Process Discovery. BPM 2015: 144-159
[c49]
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Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Chiara Di Francescomarino:
Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoring. Business Process Management Workshops 2015: 218-229
[c48]
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Anna Leontjeva, Raffaele Conforti, Chiara Di Francescomarino, Marlon Dumas, Fabrizio Maria Maggi:
Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes. BPM 2015: 297-313
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Claudio Di Ciccio, Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Generating Event Logs Through the Simulation of Declare Models. EOMAS@CAiSE 2015: 20-36
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Giuseppe De Giacomo, Marlon Dumas, Fabrizio Maria Maggi, Marco Montali:
Declarative Process Modeling in BPMN. CAiSE 2015: 84-100
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Amin Jalali, Fabrizio Maria Maggi, Hajo A. Reijers:
Enhancing Aspect-Oriented Business Process Modeling with Declarative Rules. ER 2015: 108-115
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Mark von Rosing, August-Wilhelm Scheer, Henrik von Scheel, Adam D. M. Svendsen, Alex Kokkonen, Andrew M. Ross, Anette Falk Bøgebjerg, Anni Olsen, Antony Dicks, Asif Qumer Gill, Bas Bach, Bob J. Storms, Callie Smit, Cay Clemmensen, Christopher K. Swierczynski, Clemens Utschig-Utschig, Dan Moorcroft, Daniel T. Jones, David Coloma, Deb Boykin, Dickson Hunja Muhita, Duarte Gonçalves, Fabrizio Maria Maggi, Fan Zhao, Fatima Senghore, Fatma Dandashi, Fred Cummins, Freek Stoffel, Gabriel von Scheel, Gabriella von Rosing, Gary Doucet, Gert Meiling, Gert O. Jansson, Hans Scheruhn, Hendrik Bohn, Henk de Man, Henk Kuil, Henrik Naundrup Vester, Jacob Gammelgaard, James P. Womack, Jeanne W. Ross, Jeff Greer, Jens Theodor Nielsen, John A. Zachman, John Bertram, John Golden, John M. Rogers, Jonnro Erasmus, Joshua von Scheel, Joshua Waters:
Business Process Trends. The Complete Business Process Handbook, Vol. I 2015: 187-216
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Marlon Dumas, Fabrizio Maria Maggi:
Evidence-Based Business Process Management. The Complete Business Process Handbook, Vol. I 2015: 363-375
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Marlon Dumas, Fabrizio Maria Maggi:
Enabling Process Innovation via Deviance Mining and Predictive Monitoring. BPM 2015: 145-154
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Raimundas Matulevicius, Fabrizio Maria Maggi, Peep Küngas:
Joint Proceedings of the BIR 2015 Workshops and Doctoral Consortium co-located with 14th International Conference on Perspectives in Business Informatics Research (BIR 2015), Tartu, Estonia, August 26-28, 2015. CEUR Workshop Proceedings 1420, CEUR-WS.org 2015 [contents]
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Dietmar Pfahl, Reda Bendraou, Richard Turner, Marco Kuhrmann, Regina Hebig, Fabrizio Maria Maggi:
Proceedings of the 2015 International Conference on Software and System Process, ICSSP 2015, Tallinn, Estonia, August 24 - 26, 2015. ACM 2015, ISBN 978-1-4503-3346-7 [contents]
[i4]
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Andrea Burattin, Fabrizio Maria Maggi, Alessandro Sperduti:
Conformance Checking Based on Multi-Perspective Declarative Process Models. CoRR abs/1503.04957 (2015)
[i3]
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Chiara Di Francescomarino, Marlon Dumas, Fabrizio Maria Maggi, Irene Teinemaa:
Clustering-Based Predictive Process Monitoring. CoRR abs/1506.01428 (2015)
2014
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Fabrizio Maria Maggi, Michael Westergaard:
Using Timed Automata for a Priori Warnings and Planning for Timed Declarative Process Models. Int. J. Cooperative Inf. Syst. 23(1) (2014)
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Nanjangud C. Narendra, Alexander Norta, Msury Mahunnah, Fabrizio Maria Maggi:
Modelling Sound Conflict Management for Virtual-Enterprise Collaboration. IEEE SCC 2014: 813-820
[c43]
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Fabrizio Maria Maggi:
Discovering Metric Temporal Business Constraints from Event Logs. BIR 2014: 261-275
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Giuseppe De Giacomo, Riccardo De Masellis, Marco Grasso, Fabrizio Maria Maggi, Marco Montali:
Monitoring Business Metaconstraints Based on LTL and LDL for Finite Traces. BPM 2014: 1-17
[c41]
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Claudio Di Ciccio, Fabrizio Maria Maggi, Jan Mendling:
Discovering Target-Branched Declare Constraints. BPM 2014: 34-50
[c40]
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Fabrizio Maria Maggi, Tijs Slaats, Hajo A. Reijers:
The Automated Discovery of Hybrid Processes. BPM 2014: 392-399
[c39]
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Andrea Burattin, Marta Cimitile, Fabrizio Maria Maggi:
Lights, Camera, Action! Business Process Movies for Online Process Discovery. Business Process Management Workshops 2014: 408-419
[c38]
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Fabrizio Maria Maggi, Chiara Di Francescomarino, Marlon Dumas, Chiara Ghidini:
Predictive Monitoring of Business Processes. CAiSE 2014: 457-472
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Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Discovering cross-organizational business rules from the cloud. CIDM 2014: 389-396
[c36]
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Riccardo De Masellis, Fabrizio Maria Maggi, Marco Montali:
Monitoring data-aware business constraints with finite state automata. ICSSP 2014: 134-143
[c35]
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Margus Räim, Claudio Di Ciccio, Fabrizio Maria Maggi, Massimo Mecella, Jan Mendling:
Log-Based Understanding of Business Processes through Temporal Logic Query Checking. OTM Conferences 2014: 75-92
[c34]
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Hoang Nguyen, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Suriadi Suriadi:
Mining Business Process Deviance: A Quest for Accuracy. OTM Conferences 2014: 436-445
[c33]
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Mario Luca Bernardi, Marta Cimitile, Chiara Di Francescomarino, Fabrizio Maria Maggi:
Using Discriminative Rule Mining to Discover Declarative Process Models with Non-atomic Activities. RuleML 2014: 281-295
[i2]
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Giuseppe De Giacomo, Riccardo De Masellis, Marco Grasso, Fabrizio Maria Maggi, Marco Montali:
LTLf and LDLf Monitoring: A Technical Report. CoRR abs/1405.0054 (2014)
2013
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Marco Montali, Fabrizio Maria Maggi, Federico Chesani, Paola Mello, Wil M. P. van der Aalst:
Monitoring business constraints with the event calculus. ACM Trans. Intell. Syst. Technol. 5(1): 17:1-17:30 (2013)
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R. P. Jagadeesh Chandra Bose, Fabrizio Maria Maggi, Wil M. P. van der Aalst:
Enhancing Declare Maps Based on Event Correlations. BPM 2013: 97-112
[c31]
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Fabrizio Maria Maggi:
Declarative Process Mining with the Declare Component of ProM. BPM (Demos) 2013
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Fabrizio Maria Maggi, Marlon Dumas, Luciano García-Bañuelos, Marco Montali:
Discovering Data-Aware Declarative Process Models from Event Logs. BPM 2013: 81-96
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Fabrizio Maria Maggi, R. P. Jagadeesh Chandra Bose, Wil M. P. van der Aalst:
A Knowledge-Based Integrated Approach for Discovering and Repairing Declare Maps. CAiSE 2013: 433-448
[c28]
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Rafal Kocielnik, Natalia Sidorova, Fabrizio Maria Maggi, Martin Ouwerkerk, Joyce H. D. M. Westerink:
Smart technologies for long-term stress monitoring at work. CBMS 2013: 53-58
[c27]
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Linh Thao Ly, Fabrizio Maria Maggi, Marco Montali, Stefanie Rinderle-Ma, Wil M. P. van der Aalst:
A Framework for the Systematic Comparison and Evaluation of Compliance Monitoring Approaches. EDOC 2013: 7-16
[c26]
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Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Process Lines for Automatic Workflow Development. ICSOFT 2013: 41-49
[c25]
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Fabrizio Maria Maggi, Andrea Burattin, Marta Cimitile, Alessandro Sperduti:
Online Process Discovery to Detect Concept Drifts in LTL-Based Declarative Process Models. OTM Conferences 2013: 94-111
[c24]
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Rafal Kocielnik, Fabrizio Maria Maggi, Natalia Sidorova:
Enabling self-reflection with LifelogExplorer: Generating simple views from complex data. PervasiveHealth 2013: 184-191
[c23]
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Marco Montali, Federico Chesani, Paola Mello, Fabrizio Maria Maggi:
Towards data-aware constraints in declare. SAC 2013: 1391-1396
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Fabrizio Maria Maggi, Arjan J. Mooij, Wil M. P. van der Aalst:
Analyzing Vessel Behavior Using Process Mining. Situation Awareness with Systems of Systems 2013: 133-148
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Fabrizio Maria Maggi, Chiara Di Francescomarino, Marlon Dumas, Chiara Ghidini:
Predictive Monitoring of Business Processes. CoRR abs/1312.4874 (2013)
2012
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Massimiliano de Leoni, Fabrizio Maria Maggi, Wil M. P. van der Aalst:
Aligning Event Logs and Declarative Process Models for Conformance Checking. BPM 2012: 82-97
[c21]
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Fabrizio Maria Maggi, R. P. Jagadeesh Chandra Bose, Wil M. P. van der Aalst:
Efficient Discovery of Understandable Declarative Process Models from Event Logs. CAiSE 2012: 270-285
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Andrea Burattin, Fabrizio Maria Maggi, Wil M. P. van der Aalst, Alessandro Sperduti:
Techniques for a Posteriori Analysis of Declarative Processes. EDOC 2012: 41-50
[c19]
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Mario Luca Bernardi, Marta Cimitile, Giuseppe A. Di Lucca, Fabrizio Maria Maggi:
Using Declarative Workflow Languages to Develop Process-Centric Web Applications. EDOC Workshops 2012: 56-65
[c18]
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Fabrizio Maria Maggi, Marco Montali, Wil M. P. van der Aalst:
An Operational Decision Support Framework for Monitoring Business Constraints. FASE 2012: 146-162
[c17]
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Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Model Driven Development of Process-centric Web Applications. ICSOFT 2012: 340-346
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Dennis M. M. Schunselaar, Fabrizio Maria Maggi, Natalia Sidorova:
Patterns for a Log-Based Strengthening of Declarative Compliance Models. IFM 2012: 327-342
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Dennis M. M. Schunselaar, Fabrizio Maria Maggi, Natalia Sidorova, Wil M. P. van der Aalst:
Configurable Declare: Designing Customisable Flexible Process Models. OTM Conferences (1) 2012: 20-37
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Michael Westergaard, Fabrizio Maria Maggi:
Looking into the Future. Using Timed Automata to Provide a Priori Advice about Timed Declarative Process Models. OTM Conferences (1) 2012: 250-267
[c13]
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Mario Luca Bernardi, Marta Cimitile, Giuseppe A. Di Lucca, Fabrizio Maria Maggi:
M3D: a tool for the model driven development of web applications. WIDM 2012: 73-80
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Mario Luca Bernardi, Marta Cimitile, Giuseppe A. Di Lucca, Fabrizio Maria Maggi:
Development of flexible process-centric web applications: An integrated model driven approach. WSE 2012: 67-71
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Eugenio Zimeo, Valentina Mazza, Giorgio Orsi, Elisa Quintarelli, Antonio Romano, Paola Spoletini, Giancarlo Tretola, Alessandro Amirante, Alessio Botta, Luca Cavallaro, Domenico Consoli, Ester Giallonardo, Fabrizio Maria Maggi, Gabriele Tiotto:
Putting It All Together: Using the ArtDeco Approach in the Wine Business Domain. ArtDeco 2012: 415-452
2011
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Michael Westergaard, Fabrizio Maria Maggi:
Modeling and Verification of a Protocol for Operational Support Using Coloured Petri Nets. Petri Nets 2011: 169-188
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Fabrizio Maria Maggi, Marco Montali, Michael Westergaard, Wil M. P. van der Aalst:
Monitoring Business Constraints with Linear Temporal Logic: An Approach Based on Colored Automata. BPM 2011: 132-147
[c9]
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Wil M. P. van der Aalst, Arya Adriansyah, Ana Karla Alves de Medeiros, Franco Arcieri, Thomas Baier, Tobias Blickle, R. P. Jagadeesh Chandra Bose, Peter van den Brand, Ronald Brandtjen, Joos C. A. M. Buijs, Andrea Burattin, Josep Carmona, Malú Castellanos, Jan Claes, Jonathan E. Cook, Nicola Costantini, Francisco Curbera, Ernesto Damiani, Massimiliano de Leoni, Pavlos Delias, Boudewijn F. van Dongen, Marlon Dumas, Schahram Dustdar, Dirk Fahland, Diogo R. Ferreira, Walid Gaaloul, Frank van Geffen, Sukriti Goel, Christian W. Günther, Antonella Guzzo, Paul Harmon, Arthur H. M. ter Hofstede, John Hoogland, Jon Espen Ingvaldsen, Koki Kato, Rudolf Kuhn, Akhil Kumar, Marcello La Rosa, Fabrizio Maria Maggi, Donato Malerba, R. S. Mans, Alberto Manuel, Martin McCreesh, Paola Mello, Jan Mendling, Marco Montali, Hamid R. Motahari Nezhad, Michael zur Muehlen, Jorge Munoz-Gama, Luigi Pontieri, Joel Ribeiro, Anne Rozinat, Hugo Seguel Pérez, Ricardo Seguel Pérez, Marcos Sepúlveda, Jim Sinur, Pnina Soffer, Minseok Song, Alessandro Sperduti, Giovanni Stilo, Casper Stoel, Keith D. Swenson, Maurizio Talamo, Wei Tan, Chris Turner, Jan Vanthienen, George Varvaressos, Eric Verbeek, Marc Verdonk, Roberto Vigo, Jianmin Wang, Barbara Weber, Matthias Weidlich, Ton Weijters, Lijie Wen, Michael Westergaard, Moe Thandar Wynn:
Process Mining Manifesto. Business Process Management Workshops (1) 2011: 169-194
[c8]
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Michael Westergaard, Fabrizio Maria Maggi:
Declare: A Tool Suite for Declarative Workflow Modeling and Enactment. BPM (Demos) 2011
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Fabrizio Maria Maggi, Arjan J. Mooij, Wil M. P. van der Aalst:
User-guided discovery of declarative process models. CIDM 2011: 192-199
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Fabrizio Maria Maggi, Michael Westergaard, Marco Montali, Wil M. P. van der Aalst:
Runtime Verification of LTL-Based Declarative Process Models. RV 2011: 131-146
2010
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Fabrizio Maria Maggi, Domenico Corapi, Alessandra Russo, Emil Lupu, Giuseppe Visaggio:
Revising Process Models through Inductive Learning. Business Process Management Workshops 2010: 182-193

2000 – 2009

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2009
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Marta Cimitile, Fabrizio Maria Maggi, Gemma Mastelloni, Giuseppe Visaggio:
Tacit Suggestions Extraction Process for Consumer-Oriented Services. ICDS 2009: 161-167
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Nicola Boffoli, Marta Cimitile, Fabrizio Maria Maggi:
Managing Business Process Flexibility and Reuse through Business Process Lines. ICSOFT (2) 2009: 61-68
2008
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Nicola Boffoli, Daniela Castelluccia, Fabrizio Maria Maggi, Roberto Rutilo:
Business Process Modeling Aware to the Environment Changes - A Pattern Driven Approach. ENASE 2008: 147-156
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Nicola Boffoli, Danilo Caivano, Daniela Castelluccia, Fabrizio Maria Maggi, Giuseppe Visaggio:
Business Process Lines to Develop Service-Oriented Architectures Through the Software Product Lines Paradigm. SPLC (2) 2008: 143-147

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