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Olen nõus

Fabrizio Maria Maggi

https://www.etis.ee/CV/Fabrizio Maria_Maggi/est

Teenistuskäik

Töökohad ja ametid
01.08.2017–29.02.2020   
Tartu Ülikool, Loodus- ja täppisteaduste valdkond, arvutiteaduse instituut, infosüsteemide dotsent (1,00)
02.03.2016–31.05.2019   
Tartu Ülikool, Loodus- ja täppisteaduste valdkond, arvutiteaduse instituut, tarkvaratehnika vanemteadur (1,00)
01.01.2016–01.03.2016   
Tartu Ülikool, Loodus- ja täppisteaduste valdkond, arvutiteaduse instituut, tarkvaratehnika vanemteadur (1,00)
01.06.2014–31.12.2015   
Tartu Ülikool, Matemaatika-informaatikateaduskond, Arvutiteaduse instituut, tarkvaratehnika vanemteadur (1,00)
2013–2014   
Tartu Ülikool, Teadur (1,00)
01.01.2010–31.12.2012   
Post-doc, Department of Mathematics and Computer Science, TU/e University of Technology, Eindhoven, The Netherlands.
01.01.2009–31.12.2009   
Visiting researcher, Department of Computing, Imperial College, London.
01.01.2007–31.12.2009   
PhD student, Department of Computer Science, University of Bari, Italy.
01.01.2006–31.12.2006   
Research Assistant, Department of Computer Science, University of Bari, Italy.
01.01.2005–31.12.2006   
Research Assistant, Department of Engineering, University of Sannio, Italy.
 
 
Haridustee
2007–2009   
Informaatika Doktorikraad

Kvalifikatsioon

Teaduskraadid
Fabrizio Maria Maggi, doktorikraad, 2010, (juh) Giuseppe Visaggio, Modellazione, implementazione e miglioramento dei processi (Protsesside modelleerimine, teostamine ja täiustamine), Università degli studi di Bari.
 
 

Jooksvad projektid

Lõppenud projektid

Juhendamisel väitekirjad

Juhendatud väitekirjad

Publikatsioonid

Klass
Aasta
Publikatsioon
 
1.1.
2020
Leno, Volodymyr; Dumas, Marlon; Maggi, Fabrizio Maria; La Rosa, Marcello; Polyvyanyy, Artem (2020). Automated discovery of declarative process models with correlated data conditions. Information Systems, 89, 101482. DOI: 10.1016/j.is.2019.101482.
1.1.
2020
Reissner, Daniel; Armas-Cervantes, Abel; Conforti, Raffaele; Dumas, Marlon; Fahland, Dirk; La Rosa, Marcello (2020). Scalable alignment of process models and event logs: An approach based on automata and S-components. Information Systems, 94, ARTN 101561. DOI: 10.1016/j.is.2020.101561.
3.1.
2020
van der Aa, Han; Balder, Karl Johannes Balder, Maggi, Fabrizio Maria; Nolte Alexander (2020). Say It In Your Own Words: Defining Declarative Process Models Using Speech Recognition. Business Process Management Forum. BPM 2020., 51−67. DOI: 10.1007/978-3-030-58638-6_4.
3.1.
2020
Montali, Marco; Peñaloza, Rafael (2020). Extending Temporal Business Constraints with Uncertainty. In: Business Process Management (35−54). Springer International Publishing. (Lecture Notes in Computer Science). DOI: 10.1007/978-3-030-58666-9_3.
3.1.
2020
Alman, Anti; Di Ciccio, Claudio; Haas, Dominik; Maggi, Fabrizio Maria; Nolte, Alexander (2020). Rule Mining with RuM. 2020 International Conference on Process Mining. ICPM 2020.. [ilmumas].
3.4.
2020
Leno, Volodymyr; Deviatykh, Stanislav; Polyvyanyy, Artem; La Rosa, Marcello; Dumas, Marlon; Maggi, Fabrizio Maria (2020). Robidium: Automated Synthesis of Robotic Process Automation Scripts from UI Logs. Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2020 co-located with the 18th International Conference on Business Process Management (BPM 2020), Sevilla, Spain, September 13-18, 2020. CEUR, 102−106. (CEUR Workshop Proceedings; 2673).
1.1.
2019
Augusto, Adriano; Conforti, Raffaele; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Marrella, Andrea; Mecella, Massimo; Soo, Allar (2019). Automated Discovery of Process Models from Event Logs: Review and Benchmark. IEEE Transactions on Knowledge and Data Engineering, 31 (4), 686−705.10.1109/TKDE.2018.2841877.
1.1.
2019
Calvanese, Diego; Montali, Marco; Dumas, Marlon; Maggi, Fabrizio M. (2019). Semantic DMN: Formalizing and Reasoning About Decisions in the Presence of Background Knowledge. Theory and Practice of Logic Programming, 19 (4), 536−573. DOI: 10.1017/S1471068418000479.
1.1.
2019
Hoang, Nguyen; Dumas, Marlon; ter Hofstede, Arthur H. M.; La Rosa, Marcello; Maggi, Fabrizio Maria (2019). Stage-based discovery of business process models from event logs. Information Systems, 84, 214−237. DOI: 10.1016/j.is.2019.05.002.
1.1.
2019
Senderovich, Arik; Di Francescomarino, Chiara; Maggi, Fabrizio Maria (2019). From knowledge-driven to data-driven inter-case feature encoding in predictive process monitoring. Information Systems, 84, 255−264. DOI: 10.1016/j.is.2019.01.007.
1.1.
2019
Verenich, Ilya; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Teinemaa, Irene (2019). Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring. ACM Transactions on Intelligent Systems and Technology, 10 (4), ARTN 34.10.1145/3331449.
1.1.
2019
Teinemaa, Irene; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria (2019). Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. ACM Transactions on Knowledge Discovery from Data, 13 (2), ARTN 17. DOI: 10.1145/3301300.
1.1.
2019
Di Francescomarino, Chiara; Dumas, Marlon; Maggi, Fabrizio Maria; Teinemaa, Irene (2019). Clustering-Based Predictive Process Monitoring. IEEE Transactions on Services Computing, 12 (6), 896−909.10.1109/TSC.2016.2645153.
3.1.
2019
Agostinelli, Simone; Maggi, Fabrizio Maria; Marrella, Andrea; Sapio, Francesco (2019). Achieving GDPR Compliance of BPMN Process Models. INFORMATION SYSTEMS ENGINEERING IN RESPONSIBLE INFORMATION SYSTEMS, CAISE FORUM 2019, 350. BERLIN: SPRINGER-VERLAG BERLIN, 10−22. (350). DOI: 10.1007/978-3-030-21297-1_2.
3.1.
2019
Burattin, Andrea; Guizzardi, Giancarlo; Maggi, Fabrizio Maria; Montali, Marco (2019). Fifty Shades of Green: How Informative is a Compliant Process Trace? ADVANCED INFORMATION SYSTEMS ENGINEERING (CAISE 2019), 11483. CHAM: SPRINGER INTERNATIONAL PUBLISHING AG, 611−626. (11483). DOI: 10.1007/978-3-030-21290-2_38.
3.1.
2019
Rizzi,Williams; Simonetto,Luca; Di Francescomarino,Chiara; Ghidini,Chiara; Kasekamp,Tõnis; Maggi,Fabrizio Maria (2019). Nirdizati 2.0: New Features and Redesigned Backend. CEUR, 154−158.
3.1.
2019
Chesani,Federico; Di Francescomarino,Chiara; Ghidini,Chiara; Loreti,Daniela; Maggi,Fabrizio Maria; Mello,Paola; Montali,Marco; Skydanienko,Vasyl; Tessaris,Sergio (2019). Towards the Generation of the "Perfect" Log Using Abductive Logic Programming. CEUR, 179−192.
3.1.
2019
Agostinelli, Simone; Maggi, Fabrizio Maria; Marrella, Andrea; Mecella, Massimo (2019). Verifying Petri Net-Based Process Models using Automated Planning. 2019 IEEE 23rd International Enterprise Distributed Object Computing Workshop (EDOCW). IEEE, 44−53. DOI: 10.1109/EDOCW.2019.00021.
3.1.
2019
Agostinelli, Simone; Maggi, Fabrizio Maria; Marrella, Andrea; Milani, Fredrik (2019). A User Evaluation of Process Discovery Algorithms in a Software Engineering Company. 2019 IEEE 23rd International Enterprise Distributed Object Computing Conference (EDOC). , 142−150. DOI: 10.1109/EDOC.2019.00026.
3.1.
2019
Maggi, Fabrizio Maria; Montali, Marco; Bhat, Ubaier (2019). Compliance Monitoring of Multi-Perspective Declarative Process Models. 2019 IEEE 23rd International Enterprise Distributed Object Computing Conference (EDOC). IEEE, 151−160. DOI: 10.1109/EDOC.2019.00027.
3.1.
2019
Ardimento, Pasquale; Bernardi, Mario Luca; Cimitile, Marta; Maggi, Fabrizio Maria (2019). Evaluating Coding Behavior in Software Development Processes: A Process Mining Approach. 2019 IEEE/ACM International Conference on Software and System Processes (ICSSP). IEEE, 84−93. DOI: 10.1109/ICSSP.2019.00020.
3.1.
2019
Coltellese, Simone; Maria Maggi, Fabrizio; Marrella, Andrea; Massarelli, Luca; Querzoni, Leonardo (2019). Triage of IoT Attacks Through Process Mining. In: On the Move to Meaningful Internet Systems: OTM 2019 Conferences (326−344). Springer. (Lecture Notes in Computer Science). DOI: 10.1007/978-3-030-33246-4_22.
3.4.
2019
Leno, Volodymyr; Polyvyanyy, Artem; La Rosa, Marcello; Dumas, Marlon; Maggi, Fabrizio M. (2019). Action Logger: Enabling Process Mining for Robotic Process Automation. Demonstration Track of the International Conference on Business Process Management (BPM Demos), Vienna. Austria, September 2019. CEUR-WS.org, 124−128. (CEUR Workshop Proceedings; 2420).
6.8.
2019
Raffo, David; Bendraou, Reda; Huang, LiGuo; Maggi, Fabrizio M. (2019). Innovative process paradigms and data driven analytics: A new horizon for software and systems process. Journal of Software Evolution and Process, 31 (6), ARTN e2206. DOI: 10.1002/smr.2206.
6.8.
2019
Di Francescomarino, Chiara; Maggi, Fabrizio Maria (2019). Preface to the Special Issue on Business Process Innovations with Artificial Intelligence. Journal on Data Semantics, 8 (2), 77−77. DOI: 10.1007/s13740-019-00104-4.
1.1.
2018
Di Francescomarino, Chiara; Dumas, Marlon; Federici, Marco; Ghidini, Chiara; Maria Maggi, Fabrizio; Rizzi, Williams; Simonetto, Luca (2018). Genetic algorithms for hyperparameter optimization in predictive business process monitoring. Information Systems, 74, 67−83. DOI: 10.1016/j.is.2018.01.003.
1.1.
2018
Teinemaa, Irene; Dumas, Marlon; Leontjeva, Anna; Maggi, Fabrizio Maria (2018). Temporal stability in predictive process monitoring. Data Mining and Knowledge Discovery, 32 (5), 1306−1338.10.1007/s10618-018-0575-9.
1.1.
2018
Calvanese, Diego; Dumas, Marlon; Laurson, Ülari; Maggi, Fabrizio Maria; Montali, Marco; Teinemaa, Irene (2018). Semantics, Analysis and Simplification of DMN Decision Tables. Information Systems, 78, 112−125.10.1016/j.is.2018.01.010.
1.1.
2018
Maggi, Fabrizio Maria; Di Ciccio, Claudio; Di Francescomarino, Chiara; Kala, Taavi (2018). Parallel algorithms for the automated discovery of declarative process models. Information Systems, 136−152.10.1016/j.is.2017.12.002.
1.1.
2018
Di Ciccio, Claudio; Maggi, Fabrizio Maria; Montali, Marco; Mendling, Jan (2018). On the relevance of a business constraint to an event log. Information Systems, 144−161.10.1016/j.is.2018.01.011.
1.1.
2018
Jalali, Amin; Maggi, Fabrizio Maria; Reijers, Hajo A. (2018). A hybrid approach for aspect-oriented business process modeling. Journal of Software Evolution and Process, 30 (8), ARTN e1931.10.1002/smr.1931.
3.1.
2018
Di Francescomarino, Chiara; Ghidini, Chiara; Maria Maggi, Fabrizio; Milani, Fredrik (2018). Predictive Process Monitoring Methods: Which One Suits Me Best? Lecture Notes in Computer Science, 11080, 462−479.
3.1.
2018
Verenich, Ilya; Mõškovski, Stanislav; Raboczi, Simon; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio (2018). Predictive Process Monitoring in Apromore. 317: International Conference on Advanced Information Systems Engineering, CAiSE Forum, Tallinn, Estonia, 11-15 June 2018. Springer, 244−253. (Lecture Notes in Business Information Processing).10.1007/978-3-319-92901-9_21.
3.1.
2018
Leno, Volodymyr; Armas-Cervantes, Abel; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria (2018). Discovering process maps from event streams. International Conference on Software and System Process, ICSSP 2018, Gothenburg, Sweden, May 26-27, 2018. ACM, 86−95.10.1145/3202710.3203154.
3.1.
2018
Leno, Volodymyr; Dumas, Marlon; Maggi, Fabrizio Maria (2018). Correlating Activation and Target Conditions in Data-Aware Declarative Process Discovery. 16th International Conference on Business Process Management (BPM), Sydney, Australia, 10-13 September 2018. Springer, 176−193. (Lecture Notes in Computer Science; 11080).10.1007/978-3-319-98648-7_11.
3.1.
2018
Teinemaa, Irene; Tax, Niek; de Leoni, Massimiliano; Dumas, Marlon; Maggi, Fabrizio Maria (2018). Alarm-Based Prescriptive Process Monitoring. Business Process Management Forum - BPM Forum 2018, Sydney, NSW, Australia, September 10-13, 2018. Springer, 91−107. (Lecture Notes in Business Information Processing; 329).10.1007/978-3-319-98651-7_6.
3.1.
2018
Maggi, Fabrizio Maria Maggi; Marrella, Andrea; Capezzuto, Giuseppe; Armas-Cervantes, Abel (2018). Explaining Non-compliance of Business Process Models Through Automated Planning. Springer, 181−197.
3.1.
2018
Schunselaar, Dennis M. M.; Slaats, Tijs; Maggi, Fabrizio Maria; Reijers, Hajo A. Reijers; van der Aalst, Wil M. P. (2018). Mining Hybrid Business Process Models: A Quest for Better Precision. Springer, 190−205.
3.1.
2018
De Masellis, Riccardo; Di Francescomarino, Chiara; Koehler, Jana; Maggi, Fabrizio Maria; Montali, Marco; Senderovich, Arik; Srivastava, Biplav; Stuckenschmidt, Heiner (2018). Introduction to the 1st International Workshop on Business Process Innovation with Artificial Intelligence (BPAI 2017). BUSINESS PROCESS MANAGEMENT WORKSHOPS (BPM 2017), 308. BERLIN: SPRINGER-VERLAG BERLIN, 2−5. (308).
1.1.
2017
Di Ciccio, Claudio; Maggi, Fabrizio Maria; Montali, Marco; Mendling, Jan (2017). Resolving inconsistencies and redundancies in declarative process models. Information Systems, 64, 425−446.10.1016/j.is.2016.09.005.
1.1.
2017
Maggi, Fabrizio Maria; Westergaard, Michael (2017). Designing software for operational decision support through coloured Petri nets. Enterprise Information Systems, 11 (5), 576−596.10.1080/17517575.2015.1067723.
3.1.
2017
Calvanese, Diego; Dumas, Marlon; Maggi, Fabrizio Maria; Montali, Marco (2017). Semantic DMN: Formalizing Decision Models with Domain Knowledge. International Joint Conference on Rules and Reasoning (RuleML+RR), London, UK, July 12-15, 2017. Springer, 70−86. (Lecture Notes in Computer Science; 10364).10.1007/978-3-319-61252-2_6.
3.1.
2017
Nguyen, Hoang; Dumas, Marlon; ter Hofstede, Arthur H.M.; La Rosa, Marcello; Maggi, Fabrizio Maria (2017). Mining Business Process Stages from Event Logs. 29th International Conference on Advanced Information Systems Engineering (CAiSE). Springer, 577−594. (Lecture Notes in Computer Science; 10253).10.1007/978-3-319-59536-8_36.
3.1.
2017
De Masellis, Riccardo; Di Francescomarino, Chiara; Ghidini, Chiara; Lapõnin, Arne; Maggi Fabrizio Maria (2017). Rule Propagation: Adapting Procedural Process Models to Declarative Business Rules. IEEE, 165−174.10.1109/EDOC.2017.30.
3.1.
2017
De Giacomo, Giuseppe; Maggi, Fabrizio Maria; Marrella, Andrea; Patrizi, Fabio (2017). On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment. AAAI Press, 3555−3561.
3.1.
2017
Senderovich, Arik; Di Francescomarino, Chiara; Ghidini, Chiara; Jorbina, Kerwin; Maggi, Fabrizio Maria (2017). Intra and Inter-case Features in Predictive Process Monitoring: A Tale of Two Dimensions. Springer, 306−323. DOI: 10.1007/978-3-319-65000-5_18.
3.1.
2017
Janes, Andrea; Maggi, Fabrizio Maria; Marrella, Andrea; Montali Marco (2017). From Zero to Hero: A Process Mining Tutorial. Springer, 625−629.10.1007/978-3-319-69926-4_55.
3.1.
2017
Di Francescomarino, Chiara; Ghidini, Chiara; Maggi, Fabrizio Maria; Petrucci, Giulio; Yeshchenko, Anton (2017). An Eye into the Future: Leveraging A-priori Knowledge in Predictive Business Process Monitoring. Springer, 252−268. DOI: 10.1007/978-3-319-65000-5_15.
3.1.
2017
De Giacomo, Giuseppe; Maggi, Fabrizio Maria; Marrella, Andrea; Patrizi, Fabio (2017). On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment. THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE. PALO ALTO: ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE, 3555−3561.
3.1.
2017
Hoang Nguyen; Dumas, Marlon; ter Hofstede, Arthur H. M.; La Rosa, Marcello; Maggi, Fabrizio Maria (2017). Mining Business Process Stages from Event Logs. ADVANCED INFORMATION SYSTEMS ENGINEERING (CAISE 2017), 10253. CHAM: SPRINGER INTERNATIONAL PUBLISHING AG, 577−594. (10253). DOI: 10.1007/978-3-319-59536-8_36.
3.4.
2017
Jorbina, Kerwin; Rozumnyi, Andrii; Verenich, Ilya; Di Francescomarino, Chiara; Dumas, Marlon; Ghidini, Chiara; Maggi, Fabrizio Maria; La Rosa, Marcello; Raboczi, Simon (2017). Nirdizati: A web-based tool for predictive process monitoring. Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), Barcelona, Spain, September 13, 2017., 1920.
1.1.
2016
Di Ciccio, Claudio; Maggi, Fabrizio Maria; Mendling, Jan (2016). Efficient discovery of Target-Branched Declare constraints. Information Systems, 258−283.
1.1.
2016
Burattin, Andrea; Maggi, Fabrizio Maria; Sperduti, Alessandro (2016). Conformance checking based on multi-perspective declarative process models. Information Systems, 65, 194−211.
1.1.
2016
Bernardi, Mario Luca; Cimitile, Marta; Di Francescomarino, Chiara; Maggi, Fabrizio Maria (2016). Do activity lifecycles affect the validity of a business rule in a business process? Information Systems, 42−59.10.1016/j.is.2016.06.002.
1.1.
2016
Narendra, N.C.; Norta, A.; Mahunnah, M.; Ma, L.; Maggi, F.M. (2016). Sound Conflict Management and Resolution for Virtual-Enterprise Collaborations. Service Oriented Computing and Applications, 10 (3), 233−251.10.1007/s11761-015-0183-0.
1.2.
2016
Maggi, F. M.; Matulevičius, R. (2016).

Selected Topics on Business Informatics Research: Editorial Introduction to Issue 6 of CSIMQ

. Complex Systems Informatics and Modeling Quarterly, 6, I−II. DOI: 10.7250/csimq.2016-6.00.
3.1.
2016
Verenich, Ilya; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Di Francescomarino, Chiara (2016). Minimizing overprocessing waste in business processes via predictive activity ordering. 186−202.http://.
3.1.
2016
Nguyen, Hoang; Dumas, Marlon; ter Hofstede, Arthur H.M.; La Rosa, Marcello; Maggi, Fabrizio Maria (2016). Business Process Performance Mining with Staged Process Flows. 9694: International Conference on Advanced Information Systems Engineering (CAiSE), Ljubljana, Slovenia, June 2016. Springer, 167−185. (Lecture Notes in Computer Science).10.1007/978-3-319-39696-5_11.
3.1.
2016
Di Francescomarino, Chiara; Dumas, Marlon; Federici, Marco; Ghidini, Chiara; Maggi, Fabrizio Maria; Rizzi, Williams (2016). Predictive Business Process Monitoring Framework with Hyperparameter Optimization. International Conference on Advanced Information Systems Engineering (CAiSE), Ljubljana, Slovenia, June 2016. Springer, 361−376. (Lecture Notes in Computer Science; 9694).10.1007/978-3-319-39696-5_22.
3.1.
2016
Teinemaa, Irene; Dumas, Marlon; Maggi, Fabrizio Maria; Di Francescomarino, Chiara (2016). Predictive Business Process Monitoring with Structured and Unstructured Data. International Conference on Business Process Management (BPM). Springer, 401−417. (Lecture Notes in Computer Science; 9850).10.1007/978-3-319-45348-4_23.
3.1.
2016
De Giacomo, G.; Maggi, F. M.; Marrella, A.; Sardiña, S. (2016). Computing Trace Alignment against Declarative Process Models through Planning. AAAI Press, 367−375.
3.1.
2016
Maggi, F.M.; Montali, M.; Di Ciccio, C.; Mendling, J. (2016). Semantical vacuity detection in declarative process mining. Springer, 158−175.
3.1.
2016
Calvanese, Diego; Dumas, Marlon; Laurson, Ülari; Maggi, Fabrizio Maria; Montali, Marco; Teinemaa, Irene (2016). Semantics and Analysis of DMN Decision Tables. International Conference on Business Process Management (BPM). Springer, 217−233. (Lecture Notes in Computer Science; 9850).10.1007/978-3-319-45348-4_13.
3.1.
2016
Kala, T.; Maggi, F.M.; Di Ciccio, C.; Di Francescomarino, C. (2016). Apriori and sequence analysis for discovering declarative process models. IEEE-Inst Electrical Electronics Engineers Inc, 1−9.10.1109/EDOC.2016.7579378.
3.1.
2016
Schönig, S.; Di Ciccio, C.; Maggi, F.M.; Mendling, J. (2016). Discovery of multi-perspective declarative process models. Springer Verlag, 87−103.
3.1.
2016
De Masellis, R.; Di Francescomarino, C.; Ghidini, C.; Maggi, F.M. (2016). Declarative Process Models: Different Ways to Be Hierarchical. Springer Verlag, 104−119.
3.1.
2016
Slaats, T.; Schunselaar, D.M.M.; Maggi, F.M.; Reijers, H.A. (2016). The Semantics of Hybrid Process Models. Springer Verlag, 531−551.
3.1.
2016
Bernardi, M.L.; Cimitile, M.; Maggi, F.M. (2016). Automated development of constraint-driven web applications. ACM, 1196−1203.
3.1.
2016
Laurson, Ülari; Maggi, Fabrizio Maria (2016). A Tool for the Analysis of DMN Decision Tables. CEUR-WS.org, 56−60.
1.1.
2015
Ly, Linh Thao; Maggi, Fabrizio Maria; Montali, Marco; Rinderle-Ma, Stefanie; van der Aalst, Wil M. P. (2015). Compliance monitoring in business processes: Functionalities, application, and tool-support. Information Systems, 54, 209−234.10.1016/j.is.2015.02.007.
1.1.
2015
de Leoni, Massimiliano; Maggi, Fabrizio Maria; van der Aalst, Wil M. P. (2015). An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data. Information Systems, 258−277. DOI: 10.1016/j.is.2013.12.005.
1.1.
2015
Rovani, Marcella; Maggi, Fabrizio Maria; de Leoni, Massimiliano; van der Aalst, Wil M. P. (2015). Declarative process mining in healthcare. Expert Systems with Applications, 9236−9251. DOI: 10.1016/j.eswa.2015.07.040.
1.1.
2015
Burattin, Andrea; Cimitile, Marta; Maggi, Fabrizio Maria; Sperduti, Alessandro (2015). Online Discovery of Declarative Process Models from Event Streams. IEEE Transactions on Services Computing, 833−846. DOI: 10.1109/TSC.2015.2459703.
3.1.
2015
Leontjeva, Anna; Conforti, Raffaele; Di Francescomarino, Chiara; Dumas, Marlon; Maggi, Fabrizio Maria (2015). Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes. Business Process Management, 9253: 13th International Conference on Business Process Management (BPM 2015). Springer, 297−313. (Lecture Notes in Computer Science).10.1007/978-3-319-23063-4_21.
3.1.
2015
Verenich, Ilya; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Di Francescomarino, Chiara (2015). Complex symbolic sequence clustering and multiple classifiers for predictive process monitoring.
3.1.
2015
Di Ciccio, Claudio; Maggi, Fabrizio Maria; Montali, Marco; Mendling, Jan (2015). Ensuring Model Consistency in Declarative Process Discovery. Business Process Management: Business Process Management 2015. Springer, 144−159.
3.1.
2015
Dumas, Marlon; Maggi, Fabrizio Maria (2015). Enabling Process Innovation via Deviance Mining and Predictive Monitoring. In: Jan vom Brocke and Theresa Schmiedel (Ed.). BPM - Driving Innovation in a Digital World (145−154). Springer. (Management for Professionals). DOI: 10.1007/978-3-319-14430-6_10.
3.1.
2015
Dumas, Marlon; Maggi, Fabrizio Maria (2015). Evidence-Based Business Process Management. In: Mark von Rosing, Henrik von Scheel, August-Wilhelm Scheer (Ed.). The Complete Business Process Handbook: Body of Knowledge from Process Modeling to BPM (363−375). Morgan Kaufman Publishers.10.1016/b978-0-12-799959-3.00017-3.
3.1.
2015
Federici, M.; Rizzi, W.; Di Francescomarino C.; Dumas, M; Ghidini, C; Maggi, F.M.; Teinemaa, I. (2015). A ProM operational support provider for predictive monitoring of business processes. CEUR Workshop Proceedings, 1−5.
3.1.
2015
Di Ciccio, C.; Bernardi, M.L.; Cimitile, M.; Maggi, F.M. (2015). Generating Event Logs Through the Simulation of Declare Models. Springer Verlag, 20−36.
3.1.
2015
De Giacomo, Giuseppe, Dumas, Marlon, Maggi, Fabrizio Maria, Montali, Marco (2015). Declarative Process Modeling in BPMN. 9097: 27th International Conference on Advanced Information Systems Engineering (CAiSE). Springer, 84−100. (Lecture Notes in Computer Science).10.1007/978-3-319-19069-3_6.
3.1.
2015
Jalali, A.; Maggi, F.M.; Reijers, H.A. (2015). Enhancing Aspect-Oriented Business Process Modeling with Declarative Rules. Springer Verlag, 108−115.
4.1.
2015
Matulevičius, R.; Maggi, F.; Küngas, P. (2015). BIR-WS 2015: BIR Workshops and Doctoral Consortium 2015. Joint Proceedings of the BIR 2015 Workshops and Doctoral Consortium co-located with 14th International Conference on Perspectives in Business Informatics Research (BIR 2015). CEUR-WS.org.
4.1.
2015
Pfahl, Dietmar; Bendraou, Reda; Turner, Richard; Kuhrmann, Marco; Hebig, Regina; Maggi, Fabrizio (2015). Proceedings of the 2015 International Conference on Software and System Process. New York, NY, USA: ACM.
5.2.
2015
Matulevičius, R.; Maggi, F.; Küngas, P. (2015). Preface for BIR-WS 2015: BIR Workshops and Doctoral Consortium 2015. BIR-WS 2015: BIR Workshops and Doctoral Consortium 2015, 1420: Joint Proceedings of the BIR 2015 Workshops and Doctoral Consortium co-located with 14th International Conference on Perspectives in Business Informatics Research (BIR 2015). Ed. Matulevičius, R.; Maggi, F.; Küngas, P. CEUR-WS.org, I−II. (CEUR-WS).
1.1.
2014
Maggi, F. M.; Westergaard, M. (2014). Using Timed Automata for a Priori Warnings and Planning for Timed Declarative Process Models. International Journal of Cooperative Information Systems, 1−30.
3.1.
2014
Maggi, Fabrizio Maria (2014). Discovering Metric Temporal Business Constraints from Event Logs. Lecture Notes in Business Information Processing, 194: 13th International Conference, BIR 2014, Lund, Sweden, September 22-24, 2014. Springer, 261−275.10.1007/978-3-319-11370-8_19.
3.1.
2014
Bernardi, Mario Luca; Cimitile, Marta; Di Francescomarino, Chiara; Maggi, Fabrizio Maria (2014). Using Discriminative Rule Mining to Discover Declarative Process Models with Non-Atomic Activities. Rules on the Web: From Theory to Applications: 8th International Symposium, RuleML 2014, Co-located with the 21st European Conference on Artificial Intelligence, ECAI 2014, Prague, Czech Republic, August 18-20, 2014. Ed. Bikakis, Antonis; Fodor, Paul; Roman, Dumitru. Springer, 281−295. (Lecture Notes in Computer Science; 8620).
3.1.
2014
De Masellis, Riccardo; Maggi, Fabrizio Maria; Montali, Marco (2014). Monitoring Data-Aware Business Constraints with Finite State Automata. ICSSP 2014 Proceedings of the 2014 International Conference on Software and System Process: ICSSP 2014, Nanjing, China, May 26-28, 2014. Ed. Zhang, He. ACM, 134−143. (ACM International Conference Proceeding Series).
3.1.
2014
De Giacomo, Giuseppe; De Masellis, Riccardo; Grasso, Marco; Maggi, Fabrizio Maria; Montali, Marco (2014). Monitoring Business Metaconstraints Based on LTL and LDL for Finite Traces. Business Process Management: 12th International Conference, BPM 2014, Haifa, Israel, September 7-11, 2014. Ed. Sadiq, Shazia; Soffer, Pnina; Völzer, Hagen. Springer, 1−17. (Lecture Notes in Computer Science; 8659).
3.1.
2014
Di Ciccio, Claudio; Maggi, Fabrizio Maria; Mendling, Jan (2014). Discovering Target-Branched Declare Constraints. Business Process Management: 12th International Conference, BPM 2014, Haifa, Israel, September 7-11, 2014. Ed. Sadiq, Shazia; Soffer, Pnina; Völzer, Hagen. Springer, 34−50. (Lecture Notes in Computer Science; 8659).
3.1.
2014
Maggi, Fabrizio Maria; Slaats, Tijs; Reijers, Hajo (2014). The Automated Discovery of Hybrid Processes. Lecture Notes in Computer Science, 8659: 12th International Conference on Business Process Management, BPM 2014; Haifa; Israel; 7 September 2014. Springer, 392−399.
3.1.
2014
Nguyen, Hoang; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Suriadi, Suriadi (2014). Mining Business Process Deviance: A Quest for Accuracy. On The Move to Meaningful Internet Systems Confederated International Conferences (OTM). Springer, 436−445. (Lecture Notes in Computer Science; 8841).10.1007/978-3-662-45563-0_25.
3.1.
2014
Narendra, N.C.; Norta, A.; Mahunnah, M.; Maggi, F.M. (2014). Modelling Sound Conflict Management for Virtual-Enterprise Collaboration. In: 2014 IEEE 11th International Conference on Services Computing (813−820).. IEEE.
3.1.
2014
Maggi, Fabrizio Maria; Di Francescomarino, Chiara; Dumas, Marlon; Ghidini, Chiara (2014). Predictive Monitoring of Business Processes. 8484: 26th International Conference on Advanced Informations Systems Engineering (CAiSE). Springer, 457−472. (Lecture Notes in Computer Science).10.1007/978-3-319-07881-6_31.
3.1.
2014
Burattin, A.; Cimitile, M.; Maggi, F. M. (2014). Lights, Camera, Action! Business Process Movies for Online Process Discovery. Springer Verlag, 408−419.
1.1.
2013
Maggi, Fabrizio M. (2013). Monitoring business constraints with the event calculus. ACM Transactions on Intelligent Systems and Technology, 5 (1), Article nr 17.10.1145/2542182.2542199.
3.1.
2013
Kocielnik, Rafal; Maggi, Fabrizio Maria; Sidorova, Natalia (2013). Enabling self-reflection with LifelogExplorer: Generating simple views from complex data. 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2013). IEEE, 184−191.
3.1.
2013
Maggi, Fabrizio Maria; Burattin, Andrea; Cimitile, Marta; Sperduti, Alessandro (2013). Online Process Discovery to Detect Concept Drifts in LTL-Based Declarative Process Models. Lecture Notes in Computer Science, 8185: On the Move to Meaningful Internet Systems: OTM 2013 Conferences, CoopIS 2013. Berlin, Heidelberg: Springer, 94−111.10.1007/978-3-642-41030-7_7.
3.1.
2013
Ly, Linh Thao; Maggi, Fabrizio Maria; Montali, Marco; Rinderle-Ma, Stefanie; van der Aalst, Wil M. P. (2013). A Framework for the Systematic Comparison and Evaluation of Compliance Monitoring Approaches. Proc. of 17th International Enterprise Distributed Object Computing Conference, EDOC 2013. IEEE,.
3.1.
2013
Bose, R.P. Jagadeesh Chandra; Maggi, Fabrizio Maria; van der Aalst, Wil M. P. (2013). Enhancing declare maps based on event correlations. Lecture Notes in Computer Science, 8094: Proc. of 11th Int. Conf. on Business Process Management, BPM 2013. Berlin, Heidelberg: Springer, 97−112.10.1007/978-3-642-40176-3_9.
3.1.
2013
Maggi, Fabrizio Maria; Bose, R.P. Jagadeesh Chandra; van der Aalst, Wil M. P. (2013). A knowledge-based integrated approach for discovering and repairing declare maps. Lecture Notes in Computer Science, 7908: Proc. of 25th Int. Conf. on Advanced Information Systems Engineering, CAiSE 2013. Berlin, Heidelberg: Springer, 433−448.10.1007/978-3-642-38709-8_28.
3.1.
2013
Montali, Marco; Chesani, Federico; Mello, Paola; Maggi, Fabrizio Maria (2013). Towards data-aware constraints in declare. In Proc. of 28th Ann. ACM Symp. on Applied Computing, SAC '13. ACM, 1391−1396.10.1145/2480362.2480624.
3.1.
2013
Maggi, Fabrizio; Dumas, Marlon; García-Bañuelos, Luciano; Montali, Marco (2013). Discovering data-aware declarative process models from event logs. 8094: Proceedings of the 11th International Conference on Business Process Management (BPM). Ed. F. Daniel, J. Wang, B. Weber. Springer, 81−96. (Lecture Notes in Computer Science).10.1007/978-3-642-40176-3_8.
3.1.
2013
Kocielnik, Rafal; Maggi, Fabrizio Maria; Sidorova, Natalia; Ouwerkerk, Martin; Westerink, Joyce H.D.M. (2013). Smart Technologies for Long-Term Stress Monitoring at Work. IEEE, 53−58.
3.1.
2013
Maggi, F. M.; Mooij, A. J.; van der Aalst, W. M. P. (2013). Analyzing Vessel Behavior Using Process Mining. In: Situation Awareness with Systems of Systems (133−148). Springer.
3.1.
2013
Bernardi, Mario Luca; Cimitile, Marta; Maggi, Fabrizio Maria (2013). Process Lines for Automatic Workflow Development. INSTICC, 41−49.
3.4.
2013
Maggi, Fabrizio Maria (2013). Declarative Process Mining with the Declare Component of ProM. Business Process Management Demos, BPM Demos 2013.
3.1.
2012
Bernardi, Mario Luca; Cimitile, Marta; Di Lucca, Giuseppe; Maggi, Fabrizio Maria (2012). M3D: A Tool for the Model Driven Development of Web Applications. WIDM '12 Proceedings of the twelfth international workshop on Web information and data management. Association for Computing Machinery (ACM), 73−80. DOI: 10.1145/2389936.2389951.
3.1.
2012
Schunselaar, Dennis M. M.; Maggi, Fabrizio Maria; Sidorova, Natalia; van der Aalst, Wil M. P. (2012). Configurable Declare: Designing Customisable Flexible Process Models. Lecture Notes in Computer Science, 7565: On the Move to Meaningful Internet Systems: OTM 2012 Conferences, CoopIS 2012. Springer, 20−37.10.1007/978-3-642-33606-5_3.
3.1.
2012
Westergaard, Michael; Maggi, Fabrizio Maria (2012). Looking into the Future. Using Timed Automata to Provide a Priori Advice about Timed Declarative Process Models. Lecture Notes in Computer Science, 7565: On the Move to Meaningful Internet Systems: OTM 2012 Conferences, CoopIS 2012. Springer, 250−267.10.1007/978-3-642-33606-5_16.
3.1.
2012
de Leoni, Massimiliano; Maggi, Fabrizio Maria; van der Aalst, Wil M. P. (2012). Aligning Event Logs and Declarative Process Models for Conformance Checking. Lecture Notes in Computer Science: Proc. of 10th Int. Conf. on Business Process Management, BPM 2012. Springer, 82−97.10.1007/978-3-642-32885-5_6.
3.1.
2012
Burattin, Andrea; Maggi, Fabrizio Maria; Sperduti, Alessandro (2012). Techniques for a Posteriori Analysis of Declarative Processes. 16th IEEE International Enterprise Distributed Object Computing Conference, EDOC 2012. IEEE, 41−50.10.1109/EDOC.2012.15.
3.1.
2012
Maggi, Fabrizio Maria; Bose, R.P. Jagadeesh Chandra; van der Aalst, Wil M. P. (2012). Efficient Discovery of Understandable Declarative Process Models from Event Logs. Lecture Notes in Computer Science: Proc. of 24th Int. Conf. on Advanced Information Systems Engineering, CAiSE 2012. Springer, 270−285.10.1007/978-3-642-31095-9_18.
3.1.
2012
van der Aalst, W.; Adriansyah, A.; Alves de Medeiros, A.K.; Arcieri, F.; Baier, T.; Blickle, T.; Bose, J. C.; van den Brand, P.; Brandtjen, R.; Buijs, J.; Burattin, A.; Carmona, J.; Castellanos, M.; Claes, J.; Cook, J.; Costantini, N.; Curbera, F.; Damiani, E.; de Leoni, M.; Delias, P. ... Wynn, M. (2012). Process mining manifesto. 99: International Workshops on Business Process Management - Workshop on Business Process Intelligence. Ed. F. Daniel, K. Barkaoui, S. Dustdar. Springer, 169−194. (Lecture Notes in Business Information Processing).10.1007/978-3-642-28108-2_19.
3.1.
2012
Bernardi, M. L.; Cimitile, M.; Di Lucca, G. A.; Maggi, F. M. (2012). Using Declarative Workflow Languages to Develop Process-Centric Web Applications. IEEE Computer Society, 56−65.
3.1.
2012
Maggi, F.M.; Montali, M.; van der Aalst, W.M.P. (2012). An Operational Decision Support Framework for Monitoring Business Constraints. Springer, 146−162.
3.1.
2012
Bernardi, M. L.; Cimitile, M.; Maggi, F. M. (2012). Model Driven Development of Process-centric Web Applications. SciTePress, 340−346.
3.1.
2012
Schunselaar, D. M. M.; Maggi, F. M.; Sidorova, N. (2012). Patterns for a Log-Based Strengthening of Declarative Compliance Models. Springer, 327−342.10.1007/978-3-642-30729-4_23.
3.1.
2012
Bernardi, M. L.; Cimitile, M.; Di Lucca, G. A.; Maggi, F. M. (2012). Development of flexible process-centric web applications: An integrated model driven approach. IEEE Computer Society, 67−71.10.1109/WSE.2012.6320534.
3.1.
2012
Zimeo, Eugenio; Mazza, Valentina; Orsi, Giorgio; Quintarelli, Elisa; Romano, Antonio; Spoletini, Paola; Tretola, Giancarlo; Amirante, Alessandro; Botta, Alessio; Cavallaro Luca; Consoli, Domenico; Giallonardo, Ester; Maggi, Fabrizio Maria; Tiotto, Gabriele (2012). Putting It All Together: Using the ArtDeco Approach in the Wine Business Domain. In: ArtDeco (415−452). Springer.
3.1.
2011
Westergaard, Michael; Maggi, Fabrizio Maria (2011). Modeling and Verification of a Protocol for Operational Support Using Coloured Petri Nets. Lecture Notes in Computer Science, 6709: Applications and Theory of Petri Nets - 32nd International Conference, PETRI NETS 2011. Springer, 169−188.10.1007/978-3-642-21834-7_10.
3.1.
2011
Maggi, Fabrizio Maria; Montali, Marco; Westergaard, Michael; van der Aalst, Wil M. P. (2011). Monitoring Business Constraints with Linear Temporal Logic: An Approach Based on Colored Automata. Lecture Notes in Computer Science, 6896: Proc. of 9th Int. Conf. on Business Process Management, BPM 2011. Springer, 132−147.10.1007/978-3-642-23059-2_13.
3.1.
2011
Maggi, Fabrizio Maria; Mooij, Arjan J.; van der Aalst, Wil M. P. (2011). User-guided discovery of declarative process models. Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2011. IEEE, 192−199.10.1109/CIDM.2011.5949297.
3.1.
2011
Maggi, Fabrizio Maria; Westergaard, Michael; Montali, Marco; van der Aalst, Wil M. P. (2011). Runtime Verification of LTL-Based Declarative Process Models. Lecture Notes in Computer Science, 7186: Runtime Verification - 2nd International Conference, RV 2011. Springer, 131−146.10.1007/978-3-642-29860-8_11.
3.1.
2010
Maggi, Fabrizio Maria; Corapi, Domenico; Russo, Alessandra; Lupu, Emil; Visaggio, Giuseppe (2010). Revising Process Models through Inductive Learning. Business Process Management Workshops 2010. Springer, 182−193.
24.11.2020

Fabrizio Maria Maggi

https://www.etis.ee/CV/Fabrizio Maria_Maggi/eng

Career

Institutions and positions
01.08.2017–29.02.2020   
University of Tartu, Faculty of Science and Technology, Institute of Computer Science, Associate Professor in Information Systems (1,00)
02.03.2016–31.05.2019   
University of Tartu, Faculty of Science and Technology, Institute of Computer Science, Senior Research Fellow of Software Engineering (1,00)
01.01.2016–01.03.2016   
University of Tartu, Faculty of Science and Technology, Institute of Computer Science, Senior Research Fellow of Software Engineering (1,00)
01.06.2014–31.12.2015   
University of Tartu, Faculty of Mathematics and Computer Science, Institute of Computer Science, Senior Research Fellow of Software Engineering (1,00)
2013–2014   
University of Tartu, Researcher (1,00)
01.01.2010–31.12.2012   
Post-doc, Department of Mathematics and Computer Science, TU/e University of Technology, Eindhoven, The Netherlands.
01.01.2009–31.12.2009   
Visiting researcher, Department of Computing, Imperial College, London.
01.01.2007–31.12.2009   
PhD student, Department of Computer Science, University of Bari, Italy.
01.01.2006–31.12.2006   
Research Assistant, Department of Computer Science, University of Bari, Italy.
01.01.2005–31.12.2006   
Research Assistant, Department of Engineering, University of Sannio, Italy.
 
 
Education
2007–2009   
PhD degree

Qualifications

Academic degrees
Fabrizio Maria Maggi, Doctor's Degree, 2010, (sup) Giuseppe Visaggio, Modellazione, implementazione e miglioramento dei processi (Process Modeling, Implementation and Improvement), Università degli studi di Bari.
 
 

Projects in progress

Completed projects

Dissertations under supervision

Supervised dissertations

Publications

Category
Year
Publication
 
1.1.
2020
Leno, Volodymyr; Dumas, Marlon; Maggi, Fabrizio Maria; La Rosa, Marcello; Polyvyanyy, Artem (2020). Automated discovery of declarative process models with correlated data conditions. Information Systems, 89, 101482. DOI: 10.1016/j.is.2019.101482.
1.1.
2020
Reissner, Daniel; Armas-Cervantes, Abel; Conforti, Raffaele; Dumas, Marlon; Fahland, Dirk; La Rosa, Marcello (2020). Scalable alignment of process models and event logs: An approach based on automata and S-components. Information Systems, 94, ARTN 101561. DOI: 10.1016/j.is.2020.101561.
3.1.
2020
van der Aa, Han; Balder, Karl Johannes Balder, Maggi, Fabrizio Maria; Nolte Alexander (2020). Say It In Your Own Words: Defining Declarative Process Models Using Speech Recognition. Business Process Management Forum. BPM 2020., 51−67. DOI: 10.1007/978-3-030-58638-6_4.
3.1.
2020
Montali, Marco; Peñaloza, Rafael (2020). Extending Temporal Business Constraints with Uncertainty. In: Business Process Management (35−54). Springer International Publishing. (Lecture Notes in Computer Science). DOI: 10.1007/978-3-030-58666-9_3.
3.1.
2020
Alman, Anti; Di Ciccio, Claudio; Haas, Dominik; Maggi, Fabrizio Maria; Nolte, Alexander (2020). Rule Mining with RuM. 2020 International Conference on Process Mining. ICPM 2020.. [forthcoming].
3.4.
2020
Leno, Volodymyr; Deviatykh, Stanislav; Polyvyanyy, Artem; La Rosa, Marcello; Dumas, Marlon; Maggi, Fabrizio Maria (2020). Robidium: Automated Synthesis of Robotic Process Automation Scripts from UI Logs. Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2020 co-located with the 18th International Conference on Business Process Management (BPM 2020), Sevilla, Spain, September 13-18, 2020. CEUR, 102−106. (CEUR Workshop Proceedings; 2673).
1.1.
2019
Augusto, Adriano; Conforti, Raffaele; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Marrella, Andrea; Mecella, Massimo; Soo, Allar (2019). Automated Discovery of Process Models from Event Logs: Review and Benchmark. IEEE Transactions on Knowledge and Data Engineering, 31 (4), 686−705.10.1109/TKDE.2018.2841877.
1.1.
2019
Calvanese, Diego; Montali, Marco; Dumas, Marlon; Maggi, Fabrizio M. (2019). Semantic DMN: Formalizing and Reasoning About Decisions in the Presence of Background Knowledge. Theory and Practice of Logic Programming, 19 (4), 536−573. DOI: 10.1017/S1471068418000479.
1.1.
2019
Hoang, Nguyen; Dumas, Marlon; ter Hofstede, Arthur H. M.; La Rosa, Marcello; Maggi, Fabrizio Maria (2019). Stage-based discovery of business process models from event logs. Information Systems, 84, 214−237. DOI: 10.1016/j.is.2019.05.002.
1.1.
2019
Senderovich, Arik; Di Francescomarino, Chiara; Maggi, Fabrizio Maria (2019). From knowledge-driven to data-driven inter-case feature encoding in predictive process monitoring. Information Systems, 84, 255−264. DOI: 10.1016/j.is.2019.01.007.
1.1.
2019
Verenich, Ilya; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Teinemaa, Irene (2019). Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring. ACM Transactions on Intelligent Systems and Technology, 10 (4), ARTN 34.10.1145/3331449.
1.1.
2019
Teinemaa, Irene; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria (2019). Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. ACM Transactions on Knowledge Discovery from Data, 13 (2), ARTN 17. DOI: 10.1145/3301300.
1.1.
2019
Di Francescomarino, Chiara; Dumas, Marlon; Maggi, Fabrizio Maria; Teinemaa, Irene (2019). Clustering-Based Predictive Process Monitoring. IEEE Transactions on Services Computing, 12 (6), 896−909.10.1109/TSC.2016.2645153.
3.1.
2019
Agostinelli, Simone; Maggi, Fabrizio Maria; Marrella, Andrea; Sapio, Francesco (2019). Achieving GDPR Compliance of BPMN Process Models. INFORMATION SYSTEMS ENGINEERING IN RESPONSIBLE INFORMATION SYSTEMS, CAISE FORUM 2019, 350. BERLIN: SPRINGER-VERLAG BERLIN, 10−22. (350). DOI: 10.1007/978-3-030-21297-1_2.
3.1.
2019
Burattin, Andrea; Guizzardi, Giancarlo; Maggi, Fabrizio Maria; Montali, Marco (2019). Fifty Shades of Green: How Informative is a Compliant Process Trace? ADVANCED INFORMATION SYSTEMS ENGINEERING (CAISE 2019), 11483. CHAM: SPRINGER INTERNATIONAL PUBLISHING AG, 611−626. (11483). DOI: 10.1007/978-3-030-21290-2_38.
3.1.
2019
Rizzi,Williams; Simonetto,Luca; Di Francescomarino,Chiara; Ghidini,Chiara; Kasekamp,Tõnis; Maggi,Fabrizio Maria (2019). Nirdizati 2.0: New Features and Redesigned Backend. CEUR, 154−158.
3.1.
2019
Chesani,Federico; Di Francescomarino,Chiara; Ghidini,Chiara; Loreti,Daniela; Maggi,Fabrizio Maria; Mello,Paola; Montali,Marco; Skydanienko,Vasyl; Tessaris,Sergio (2019). Towards the Generation of the "Perfect" Log Using Abductive Logic Programming. CEUR, 179−192.
3.1.
2019
Agostinelli, Simone; Maggi, Fabrizio Maria; Marrella, Andrea; Mecella, Massimo (2019). Verifying Petri Net-Based Process Models using Automated Planning. 2019 IEEE 23rd International Enterprise Distributed Object Computing Workshop (EDOCW). IEEE, 44−53. DOI: 10.1109/EDOCW.2019.00021.
3.1.
2019
Agostinelli, Simone; Maggi, Fabrizio Maria; Marrella, Andrea; Milani, Fredrik (2019). A User Evaluation of Process Discovery Algorithms in a Software Engineering Company. 2019 IEEE 23rd International Enterprise Distributed Object Computing Conference (EDOC). , 142−150. DOI: 10.1109/EDOC.2019.00026.
3.1.
2019
Maggi, Fabrizio Maria; Montali, Marco; Bhat, Ubaier (2019). Compliance Monitoring of Multi-Perspective Declarative Process Models. 2019 IEEE 23rd International Enterprise Distributed Object Computing Conference (EDOC). IEEE, 151−160. DOI: 10.1109/EDOC.2019.00027.
3.1.
2019
Ardimento, Pasquale; Bernardi, Mario Luca; Cimitile, Marta; Maggi, Fabrizio Maria (2019). Evaluating Coding Behavior in Software Development Processes: A Process Mining Approach. 2019 IEEE/ACM International Conference on Software and System Processes (ICSSP). IEEE, 84−93. DOI: 10.1109/ICSSP.2019.00020.
3.1.
2019
Coltellese, Simone; Maria Maggi, Fabrizio; Marrella, Andrea; Massarelli, Luca; Querzoni, Leonardo (2019). Triage of IoT Attacks Through Process Mining. In: On the Move to Meaningful Internet Systems: OTM 2019 Conferences (326−344). Springer. (Lecture Notes in Computer Science). DOI: 10.1007/978-3-030-33246-4_22.
3.4.
2019
Leno, Volodymyr; Polyvyanyy, Artem; La Rosa, Marcello; Dumas, Marlon; Maggi, Fabrizio M. (2019). Action Logger: Enabling Process Mining for Robotic Process Automation. Demonstration Track of the International Conference on Business Process Management (BPM Demos), Vienna. Austria, September 2019. CEUR-WS.org, 124−128. (CEUR Workshop Proceedings; 2420).
6.8.
2019
Raffo, David; Bendraou, Reda; Huang, LiGuo; Maggi, Fabrizio M. (2019). Innovative process paradigms and data driven analytics: A new horizon for software and systems process. Journal of Software Evolution and Process, 31 (6), ARTN e2206. DOI: 10.1002/smr.2206.
6.8.
2019
Di Francescomarino, Chiara; Maggi, Fabrizio Maria (2019). Preface to the Special Issue on Business Process Innovations with Artificial Intelligence. Journal on Data Semantics, 8 (2), 77−77. DOI: 10.1007/s13740-019-00104-4.
1.1.
2018
Di Francescomarino, Chiara; Dumas, Marlon; Federici, Marco; Ghidini, Chiara; Maria Maggi, Fabrizio; Rizzi, Williams; Simonetto, Luca (2018). Genetic algorithms for hyperparameter optimization in predictive business process monitoring. Information Systems, 74, 67−83. DOI: 10.1016/j.is.2018.01.003.
1.1.
2018
Teinemaa, Irene; Dumas, Marlon; Leontjeva, Anna; Maggi, Fabrizio Maria (2018). Temporal stability in predictive process monitoring. Data Mining and Knowledge Discovery, 32 (5), 1306−1338.10.1007/s10618-018-0575-9.
1.1.
2018
Calvanese, Diego; Dumas, Marlon; Laurson, Ülari; Maggi, Fabrizio Maria; Montali, Marco; Teinemaa, Irene (2018). Semantics, Analysis and Simplification of DMN Decision Tables. Information Systems, 78, 112−125.10.1016/j.is.2018.01.010.
1.1.
2018
Maggi, Fabrizio Maria; Di Ciccio, Claudio; Di Francescomarino, Chiara; Kala, Taavi (2018). Parallel algorithms for the automated discovery of declarative process models. Information Systems, 136−152.10.1016/j.is.2017.12.002.
1.1.
2018
Di Ciccio, Claudio; Maggi, Fabrizio Maria; Montali, Marco; Mendling, Jan (2018). On the relevance of a business constraint to an event log. Information Systems, 144−161.10.1016/j.is.2018.01.011.
1.1.
2018
Jalali, Amin; Maggi, Fabrizio Maria; Reijers, Hajo A. (2018). A hybrid approach for aspect-oriented business process modeling. Journal of Software Evolution and Process, 30 (8), ARTN e1931.10.1002/smr.1931.
3.1.
2018
Di Francescomarino, Chiara; Ghidini, Chiara; Maria Maggi, Fabrizio; Milani, Fredrik (2018). Predictive Process Monitoring Methods: Which One Suits Me Best? Lecture Notes in Computer Science, 11080, 462−479.
3.1.
2018
Verenich, Ilya; Mõškovski, Stanislav; Raboczi, Simon; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio (2018). Predictive Process Monitoring in Apromore. 317: International Conference on Advanced Information Systems Engineering, CAiSE Forum, Tallinn, Estonia, 11-15 June 2018. Springer, 244−253. (Lecture Notes in Business Information Processing).10.1007/978-3-319-92901-9_21.
3.1.
2018
Leno, Volodymyr; Armas-Cervantes, Abel; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria (2018). Discovering process maps from event streams. International Conference on Software and System Process, ICSSP 2018, Gothenburg, Sweden, May 26-27, 2018. ACM, 86−95.10.1145/3202710.3203154.
3.1.
2018
Leno, Volodymyr; Dumas, Marlon; Maggi, Fabrizio Maria (2018). Correlating Activation and Target Conditions in Data-Aware Declarative Process Discovery. 16th International Conference on Business Process Management (BPM), Sydney, Australia, 10-13 September 2018. Springer, 176−193. (Lecture Notes in Computer Science; 11080).10.1007/978-3-319-98648-7_11.
3.1.
2018
Teinemaa, Irene; Tax, Niek; de Leoni, Massimiliano; Dumas, Marlon; Maggi, Fabrizio Maria (2018). Alarm-Based Prescriptive Process Monitoring. Business Process Management Forum - BPM Forum 2018, Sydney, NSW, Australia, September 10-13, 2018. Springer, 91−107. (Lecture Notes in Business Information Processing; 329).10.1007/978-3-319-98651-7_6.
3.1.
2018
Maggi, Fabrizio Maria Maggi; Marrella, Andrea; Capezzuto, Giuseppe; Armas-Cervantes, Abel (2018). Explaining Non-compliance of Business Process Models Through Automated Planning. Springer, 181−197.
3.1.
2018
Schunselaar, Dennis M. M.; Slaats, Tijs; Maggi, Fabrizio Maria; Reijers, Hajo A. Reijers; van der Aalst, Wil M. P. (2018). Mining Hybrid Business Process Models: A Quest for Better Precision. Springer, 190−205.
3.1.
2018
De Masellis, Riccardo; Di Francescomarino, Chiara; Koehler, Jana; Maggi, Fabrizio Maria; Montali, Marco; Senderovich, Arik; Srivastava, Biplav; Stuckenschmidt, Heiner (2018). Introduction to the 1st International Workshop on Business Process Innovation with Artificial Intelligence (BPAI 2017). BUSINESS PROCESS MANAGEMENT WORKSHOPS (BPM 2017), 308. BERLIN: SPRINGER-VERLAG BERLIN, 2−5. (308).
1.1.
2017
Di Ciccio, Claudio; Maggi, Fabrizio Maria; Montali, Marco; Mendling, Jan (2017). Resolving inconsistencies and redundancies in declarative process models. Information Systems, 64, 425−446.10.1016/j.is.2016.09.005.
1.1.
2017
Maggi, Fabrizio Maria; Westergaard, Michael (2017). Designing software for operational decision support through coloured Petri nets. Enterprise Information Systems, 11 (5), 576−596.10.1080/17517575.2015.1067723.
3.1.
2017
Calvanese, Diego; Dumas, Marlon; Maggi, Fabrizio Maria; Montali, Marco (2017). Semantic DMN: Formalizing Decision Models with Domain Knowledge. International Joint Conference on Rules and Reasoning (RuleML+RR), London, UK, July 12-15, 2017. Springer, 70−86. (Lecture Notes in Computer Science; 10364).10.1007/978-3-319-61252-2_6.
3.1.
2017
Nguyen, Hoang; Dumas, Marlon; ter Hofstede, Arthur H.M.; La Rosa, Marcello; Maggi, Fabrizio Maria (2017). Mining Business Process Stages from Event Logs. 29th International Conference on Advanced Information Systems Engineering (CAiSE). Springer, 577−594. (Lecture Notes in Computer Science; 10253).10.1007/978-3-319-59536-8_36.
3.1.
2017
De Masellis, Riccardo; Di Francescomarino, Chiara; Ghidini, Chiara; Lapõnin, Arne; Maggi Fabrizio Maria (2017). Rule Propagation: Adapting Procedural Process Models to Declarative Business Rules. IEEE, 165−174.10.1109/EDOC.2017.30.
3.1.
2017
De Giacomo, Giuseppe; Maggi, Fabrizio Maria; Marrella, Andrea; Patrizi, Fabio (2017). On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment. AAAI Press, 3555−3561.
3.1.
2017
Senderovich, Arik; Di Francescomarino, Chiara; Ghidini, Chiara; Jorbina, Kerwin; Maggi, Fabrizio Maria (2017). Intra and Inter-case Features in Predictive Process Monitoring: A Tale of Two Dimensions. Springer, 306−323. DOI: 10.1007/978-3-319-65000-5_18.
3.1.
2017
Janes, Andrea; Maggi, Fabrizio Maria; Marrella, Andrea; Montali Marco (2017). From Zero to Hero: A Process Mining Tutorial. Springer, 625−629.10.1007/978-3-319-69926-4_55.
3.1.
2017
Di Francescomarino, Chiara; Ghidini, Chiara; Maggi, Fabrizio Maria; Petrucci, Giulio; Yeshchenko, Anton (2017). An Eye into the Future: Leveraging A-priori Knowledge in Predictive Business Process Monitoring. Springer, 252−268. DOI: 10.1007/978-3-319-65000-5_15.
3.1.
2017
De Giacomo, Giuseppe; Maggi, Fabrizio Maria; Marrella, Andrea; Patrizi, Fabio (2017). On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment. THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE. PALO ALTO: ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE, 3555−3561.
3.1.
2017
Hoang Nguyen; Dumas, Marlon; ter Hofstede, Arthur H. M.; La Rosa, Marcello; Maggi, Fabrizio Maria (2017). Mining Business Process Stages from Event Logs. ADVANCED INFORMATION SYSTEMS ENGINEERING (CAISE 2017), 10253. CHAM: SPRINGER INTERNATIONAL PUBLISHING AG, 577−594. (10253). DOI: 10.1007/978-3-319-59536-8_36.
3.4.
2017
Jorbina, Kerwin; Rozumnyi, Andrii; Verenich, Ilya; Di Francescomarino, Chiara; Dumas, Marlon; Ghidini, Chiara; Maggi, Fabrizio Maria; La Rosa, Marcello; Raboczi, Simon (2017). Nirdizati: A web-based tool for predictive process monitoring. Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), Barcelona, Spain, September 13, 2017., 1920.
1.1.
2016
Di Ciccio, Claudio; Maggi, Fabrizio Maria; Mendling, Jan (2016). Efficient discovery of Target-Branched Declare constraints. Information Systems, 258−283.
1.1.
2016
Burattin, Andrea; Maggi, Fabrizio Maria; Sperduti, Alessandro (2016). Conformance checking based on multi-perspective declarative process models. Information Systems, 65, 194−211.
1.1.
2016
Bernardi, Mario Luca; Cimitile, Marta; Di Francescomarino, Chiara; Maggi, Fabrizio Maria (2016). Do activity lifecycles affect the validity of a business rule in a business process? Information Systems, 42−59.10.1016/j.is.2016.06.002.
1.1.
2016
Narendra, N.C.; Norta, A.; Mahunnah, M.; Ma, L.; Maggi, F.M. (2016). Sound Conflict Management and Resolution for Virtual-Enterprise Collaborations. Service Oriented Computing and Applications, 10 (3), 233−251.10.1007/s11761-015-0183-0.
1.2.
2016
Maggi, F. M.; Matulevičius, R. (2016).

Selected Topics on Business Informatics Research: Editorial Introduction to Issue 6 of CSIMQ

. Complex Systems Informatics and Modeling Quarterly, 6, I−II. DOI: 10.7250/csimq.2016-6.00.
3.1.
2016
Verenich, Ilya; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Di Francescomarino, Chiara (2016). Minimizing overprocessing waste in business processes via predictive activity ordering. 186−202.http://.
3.1.
2016
Nguyen, Hoang; Dumas, Marlon; ter Hofstede, Arthur H.M.; La Rosa, Marcello; Maggi, Fabrizio Maria (2016). Business Process Performance Mining with Staged Process Flows. 9694: International Conference on Advanced Information Systems Engineering (CAiSE), Ljubljana, Slovenia, June 2016. Springer, 167−185. (Lecture Notes in Computer Science).10.1007/978-3-319-39696-5_11.
3.1.
2016
Di Francescomarino, Chiara; Dumas, Marlon; Federici, Marco; Ghidini, Chiara; Maggi, Fabrizio Maria; Rizzi, Williams (2016). Predictive Business Process Monitoring Framework with Hyperparameter Optimization. International Conference on Advanced Information Systems Engineering (CAiSE), Ljubljana, Slovenia, June 2016. Springer, 361−376. (Lecture Notes in Computer Science; 9694).10.1007/978-3-319-39696-5_22.
3.1.
2016
Teinemaa, Irene; Dumas, Marlon; Maggi, Fabrizio Maria; Di Francescomarino, Chiara (2016). Predictive Business Process Monitoring with Structured and Unstructured Data. International Conference on Business Process Management (BPM). Springer, 401−417. (Lecture Notes in Computer Science; 9850).10.1007/978-3-319-45348-4_23.
3.1.
2016
De Giacomo, G.; Maggi, F. M.; Marrella, A.; Sardiña, S. (2016). Computing Trace Alignment against Declarative Process Models through Planning. AAAI Press, 367−375.
3.1.
2016
Maggi, F.M.; Montali, M.; Di Ciccio, C.; Mendling, J. (2016). Semantical vacuity detection in declarative process mining. Springer, 158−175.
3.1.
2016
Calvanese, Diego; Dumas, Marlon; Laurson, Ülari; Maggi, Fabrizio Maria; Montali, Marco; Teinemaa, Irene (2016). Semantics and Analysis of DMN Decision Tables. International Conference on Business Process Management (BPM). Springer, 217−233. (Lecture Notes in Computer Science; 9850).10.1007/978-3-319-45348-4_13.
3.1.
2016
Kala, T.; Maggi, F.M.; Di Ciccio, C.; Di Francescomarino, C. (2016). Apriori and sequence analysis for discovering declarative process models. IEEE-Inst Electrical Electronics Engineers Inc, 1−9.10.1109/EDOC.2016.7579378.
3.1.
2016
Schönig, S.; Di Ciccio, C.; Maggi, F.M.; Mendling, J. (2016). Discovery of multi-perspective declarative process models. Springer Verlag, 87−103.
3.1.
2016
De Masellis, R.; Di Francescomarino, C.; Ghidini, C.; Maggi, F.M. (2016). Declarative Process Models: Different Ways to Be Hierarchical. Springer Verlag, 104−119.
3.1.
2016
Slaats, T.; Schunselaar, D.M.M.; Maggi, F.M.; Reijers, H.A. (2016). The Semantics of Hybrid Process Models. Springer Verlag, 531−551.
3.1.
2016
Bernardi, M.L.; Cimitile, M.; Maggi, F.M. (2016). Automated development of constraint-driven web applications. ACM, 1196−1203.
3.1.
2016
Laurson, Ülari; Maggi, Fabrizio Maria (2016). A Tool for the Analysis of DMN Decision Tables. CEUR-WS.org, 56−60.
1.1.
2015
Ly, Linh Thao; Maggi, Fabrizio Maria; Montali, Marco; Rinderle-Ma, Stefanie; van der Aalst, Wil M. P. (2015). Compliance monitoring in business processes: Functionalities, application, and tool-support. Information Systems, 54, 209−234.10.1016/j.is.2015.02.007.
1.1.
2015
de Leoni, Massimiliano; Maggi, Fabrizio Maria; van der Aalst, Wil M. P. (2015). An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data. Information Systems, 258−277. DOI: 10.1016/j.is.2013.12.005.
1.1.
2015
Rovani, Marcella; Maggi, Fabrizio Maria; de Leoni, Massimiliano; van der Aalst, Wil M. P. (2015). Declarative process mining in healthcare. Expert Systems with Applications, 9236−9251. DOI: 10.1016/j.eswa.2015.07.040.
1.1.
2015
Burattin, Andrea; Cimitile, Marta; Maggi, Fabrizio Maria; Sperduti, Alessandro (2015). Online Discovery of Declarative Process Models from Event Streams. IEEE Transactions on Services Computing, 833−846. DOI: 10.1109/TSC.2015.2459703.
3.1.
2015
Leontjeva, Anna; Conforti, Raffaele; Di Francescomarino, Chiara; Dumas, Marlon; Maggi, Fabrizio Maria (2015). Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes. Business Process Management, 9253: 13th International Conference on Business Process Management (BPM 2015). Springer, 297−313. (Lecture Notes in Computer Science).10.1007/978-3-319-23063-4_21.
3.1.
2015
Verenich, Ilya; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Di Francescomarino, Chiara (2015). Complex symbolic sequence clustering and multiple classifiers for predictive process monitoring.
3.1.
2015
Di Ciccio, Claudio; Maggi, Fabrizio Maria; Montali, Marco; Mendling, Jan (2015). Ensuring Model Consistency in Declarative Process Discovery. Business Process Management: Business Process Management 2015. Springer, 144−159.
3.1.
2015
Dumas, Marlon; Maggi, Fabrizio Maria (2015). Enabling Process Innovation via Deviance Mining and Predictive Monitoring. In: Jan vom Brocke and Theresa Schmiedel (Ed.). BPM - Driving Innovation in a Digital World (145−154). Springer. (Management for Professionals). DOI: 10.1007/978-3-319-14430-6_10.
3.1.
2015
Dumas, Marlon; Maggi, Fabrizio Maria (2015). Evidence-Based Business Process Management. In: Mark von Rosing, Henrik von Scheel, August-Wilhelm Scheer (Ed.). The Complete Business Process Handbook: Body of Knowledge from Process Modeling to BPM (363−375). Morgan Kaufman Publishers.10.1016/b978-0-12-799959-3.00017-3.
3.1.
2015
Federici, M.; Rizzi, W.; Di Francescomarino C.; Dumas, M; Ghidini, C; Maggi, F.M.; Teinemaa, I. (2015). A ProM operational support provider for predictive monitoring of business processes. CEUR Workshop Proceedings, 1−5.
3.1.
2015
Di Ciccio, C.; Bernardi, M.L.; Cimitile, M.; Maggi, F.M. (2015). Generating Event Logs Through the Simulation of Declare Models. Springer Verlag, 20−36.
3.1.
2015
De Giacomo, Giuseppe, Dumas, Marlon, Maggi, Fabrizio Maria, Montali, Marco (2015). Declarative Process Modeling in BPMN. 9097: 27th International Conference on Advanced Information Systems Engineering (CAiSE). Springer, 84−100. (Lecture Notes in Computer Science).10.1007/978-3-319-19069-3_6.
3.1.
2015
Jalali, A.; Maggi, F.M.; Reijers, H.A. (2015). Enhancing Aspect-Oriented Business Process Modeling with Declarative Rules. Springer Verlag, 108−115.
4.1.
2015
Matulevičius, R.; Maggi, F.; Küngas, P. (2015). BIR-WS 2015: BIR Workshops and Doctoral Consortium 2015. Joint Proceedings of the BIR 2015 Workshops and Doctoral Consortium co-located with 14th International Conference on Perspectives in Business Informatics Research (BIR 2015). CEUR-WS.org.
4.1.
2015
Pfahl, Dietmar; Bendraou, Reda; Turner, Richard; Kuhrmann, Marco; Hebig, Regina; Maggi, Fabrizio (2015). Proceedings of the 2015 International Conference on Software and System Process. New York, NY, USA: ACM.
5.2.
2015
Matulevičius, R.; Maggi, F.; Küngas, P. (2015). Preface for BIR-WS 2015: BIR Workshops and Doctoral Consortium 2015. BIR-WS 2015: BIR Workshops and Doctoral Consortium 2015, 1420: Joint Proceedings of the BIR 2015 Workshops and Doctoral Consortium co-located with 14th International Conference on Perspectives in Business Informatics Research (BIR 2015). Ed. Matulevičius, R.; Maggi, F.; Küngas, P. CEUR-WS.org, I−II. (CEUR-WS).
1.1.
2014
Maggi, F. M.; Westergaard, M. (2014). Using Timed Automata for a Priori Warnings and Planning for Timed Declarative Process Models. International Journal of Cooperative Information Systems, 1−30.
3.1.
2014
Maggi, Fabrizio Maria (2014). Discovering Metric Temporal Business Constraints from Event Logs. Lecture Notes in Business Information Processing, 194: 13th International Conference, BIR 2014, Lund, Sweden, September 22-24, 2014. Springer, 261−275.10.1007/978-3-319-11370-8_19.
3.1.
2014
Bernardi, Mario Luca; Cimitile, Marta; Di Francescomarino, Chiara; Maggi, Fabrizio Maria (2014). Using Discriminative Rule Mining to Discover Declarative Process Models with Non-Atomic Activities. Rules on the Web: From Theory to Applications: 8th International Symposium, RuleML 2014, Co-located with the 21st European Conference on Artificial Intelligence, ECAI 2014, Prague, Czech Republic, August 18-20, 2014. Ed. Bikakis, Antonis; Fodor, Paul; Roman, Dumitru. Springer, 281−295. (Lecture Notes in Computer Science; 8620).
3.1.
2014
De Masellis, Riccardo; Maggi, Fabrizio Maria; Montali, Marco (2014). Monitoring Data-Aware Business Constraints with Finite State Automata. ICSSP 2014 Proceedings of the 2014 International Conference on Software and System Process: ICSSP 2014, Nanjing, China, May 26-28, 2014. Ed. Zhang, He. ACM, 134−143. (ACM International Conference Proceeding Series).
3.1.
2014
De Giacomo, Giuseppe; De Masellis, Riccardo; Grasso, Marco; Maggi, Fabrizio Maria; Montali, Marco (2014). Monitoring Business Metaconstraints Based on LTL and LDL for Finite Traces. Business Process Management: 12th International Conference, BPM 2014, Haifa, Israel, September 7-11, 2014. Ed. Sadiq, Shazia; Soffer, Pnina; Völzer, Hagen. Springer, 1−17. (Lecture Notes in Computer Science; 8659).
3.1.
2014
Di Ciccio, Claudio; Maggi, Fabrizio Maria; Mendling, Jan (2014). Discovering Target-Branched Declare Constraints. Business Process Management: 12th International Conference, BPM 2014, Haifa, Israel, September 7-11, 2014. Ed. Sadiq, Shazia; Soffer, Pnina; Völzer, Hagen. Springer, 34−50. (Lecture Notes in Computer Science; 8659).
3.1.
2014
Maggi, Fabrizio Maria; Slaats, Tijs; Reijers, Hajo (2014). The Automated Discovery of Hybrid Processes. Lecture Notes in Computer Science, 8659: 12th International Conference on Business Process Management, BPM 2014; Haifa; Israel; 7 September 2014. Springer, 392−399.
3.1.
2014
Nguyen, Hoang; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Suriadi, Suriadi (2014). Mining Business Process Deviance: A Quest for Accuracy. On The Move to Meaningful Internet Systems Confederated International Conferences (OTM). Springer, 436−445. (Lecture Notes in Computer Science; 8841).10.1007/978-3-662-45563-0_25.
3.1.
2014
Narendra, N.C.; Norta, A.; Mahunnah, M.; Maggi, F.M. (2014). Modelling Sound Conflict Management for Virtual-Enterprise Collaboration. In: 2014 IEEE 11th International Conference on Services Computing (813−820).. IEEE.
3.1.
2014
Maggi, Fabrizio Maria; Di Francescomarino, Chiara; Dumas, Marlon; Ghidini, Chiara (2014). Predictive Monitoring of Business Processes. 8484: 26th International Conference on Advanced Informations Systems Engineering (CAiSE). Springer, 457−472. (Lecture Notes in Computer Science).10.1007/978-3-319-07881-6_31.
3.1.
2014
Burattin, A.; Cimitile, M.; Maggi, F. M. (2014). Lights, Camera, Action! Business Process Movies for Online Process Discovery. Springer Verlag, 408−419.
1.1.
2013
Maggi, Fabrizio M. (2013). Monitoring business constraints with the event calculus. ACM Transactions on Intelligent Systems and Technology, 5 (1), Article nr 17.10.1145/2542182.2542199.
3.1.
2013
Kocielnik, Rafal; Maggi, Fabrizio Maria; Sidorova, Natalia (2013). Enabling self-reflection with LifelogExplorer: Generating simple views from complex data. 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2013). IEEE, 184−191.
3.1.
2013
Maggi, Fabrizio Maria; Burattin, Andrea; Cimitile, Marta; Sperduti, Alessandro (2013). Online Process Discovery to Detect Concept Drifts in LTL-Based Declarative Process Models. Lecture Notes in Computer Science, 8185: On the Move to Meaningful Internet Systems: OTM 2013 Conferences, CoopIS 2013. Berlin, Heidelberg: Springer, 94−111.10.1007/978-3-642-41030-7_7.
3.1.
2013
Ly, Linh Thao; Maggi, Fabrizio Maria; Montali, Marco; Rinderle-Ma, Stefanie; van der Aalst, Wil M. P. (2013). A Framework for the Systematic Comparison and Evaluation of Compliance Monitoring Approaches. Proc. of 17th International Enterprise Distributed Object Computing Conference, EDOC 2013. IEEE,.
3.1.
2013
Bose, R.P. Jagadeesh Chandra; Maggi, Fabrizio Maria; van der Aalst, Wil M. P. (2013). Enhancing declare maps based on event correlations. Lecture Notes in Computer Science, 8094: Proc. of 11th Int. Conf. on Business Process Management, BPM 2013. Berlin, Heidelberg: Springer, 97−112.10.1007/978-3-642-40176-3_9.
3.1.
2013
Maggi, Fabrizio Maria; Bose, R.P. Jagadeesh Chandra; van der Aalst, Wil M. P. (2013). A knowledge-based integrated approach for discovering and repairing declare maps. Lecture Notes in Computer Science, 7908: Proc. of 25th Int. Conf. on Advanced Information Systems Engineering, CAiSE 2013. Berlin, Heidelberg: Springer, 433−448.10.1007/978-3-642-38709-8_28.
3.1.
2013
Montali, Marco; Chesani, Federico; Mello, Paola; Maggi, Fabrizio Maria (2013). Towards data-aware constraints in declare. In Proc. of 28th Ann. ACM Symp. on Applied Computing, SAC '13. ACM, 1391−1396.10.1145/2480362.2480624.
3.1.
2013
Maggi, Fabrizio; Dumas, Marlon; García-Bañuelos, Luciano; Montali, Marco (2013). Discovering data-aware declarative process models from event logs. 8094: Proceedings of the 11th International Conference on Business Process Management (BPM). Ed. F. Daniel, J. Wang, B. Weber. Springer, 81−96. (Lecture Notes in Computer Science).10.1007/978-3-642-40176-3_8.
3.1.
2013
Kocielnik, Rafal; Maggi, Fabrizio Maria; Sidorova, Natalia; Ouwerkerk, Martin; Westerink, Joyce H.D.M. (2013). Smart Technologies for Long-Term Stress Monitoring at Work. IEEE, 53−58.
3.1.
2013
Maggi, F. M.; Mooij, A. J.; van der Aalst, W. M. P. (2013). Analyzing Vessel Behavior Using Process Mining. In: Situation Awareness with Systems of Systems (133−148). Springer.
3.1.
2013
Bernardi, Mario Luca; Cimitile, Marta; Maggi, Fabrizio Maria (2013). Process Lines for Automatic Workflow Development. INSTICC, 41−49.
3.4.
2013
Maggi, Fabrizio Maria (2013). Declarative Process Mining with the Declare Component of ProM. Business Process Management Demos, BPM Demos 2013.
3.1.
2012
Bernardi, Mario Luca; Cimitile, Marta; Di Lucca, Giuseppe; Maggi, Fabrizio Maria (2012). M3D: A Tool for the Model Driven Development of Web Applications. WIDM '12 Proceedings of the twelfth international workshop on Web information and data management. Association for Computing Machinery (ACM), 73−80. DOI: 10.1145/2389936.2389951.
3.1.
2012
Schunselaar, Dennis M. M.; Maggi, Fabrizio Maria; Sidorova, Natalia; van der Aalst, Wil M. P. (2012). Configurable Declare: Designing Customisable Flexible Process Models. Lecture Notes in Computer Science, 7565: On the Move to Meaningful Internet Systems: OTM 2012 Conferences, CoopIS 2012. Springer, 20−37.10.1007/978-3-642-33606-5_3.
3.1.
2012
Westergaard, Michael; Maggi, Fabrizio Maria (2012). Looking into the Future. Using Timed Automata to Provide a Priori Advice about Timed Declarative Process Models. Lecture Notes in Computer Science, 7565: On the Move to Meaningful Internet Systems: OTM 2012 Conferences, CoopIS 2012. Springer, 250−267.10.1007/978-3-642-33606-5_16.
3.1.
2012
de Leoni, Massimiliano; Maggi, Fabrizio Maria; van der Aalst, Wil M. P. (2012). Aligning Event Logs and Declarative Process Models for Conformance Checking. Lecture Notes in Computer Science: Proc. of 10th Int. Conf. on Business Process Management, BPM 2012. Springer, 82−97.10.1007/978-3-642-32885-5_6.
3.1.
2012
Burattin, Andrea; Maggi, Fabrizio Maria; Sperduti, Alessandro (2012). Techniques for a Posteriori Analysis of Declarative Processes. 16th IEEE International Enterprise Distributed Object Computing Conference, EDOC 2012. IEEE, 41−50.10.1109/EDOC.2012.15.
3.1.
2012
Maggi, Fabrizio Maria; Bose, R.P. Jagadeesh Chandra; van der Aalst, Wil M. P. (2012). Efficient Discovery of Understandable Declarative Process Models from Event Logs. Lecture Notes in Computer Science: Proc. of 24th Int. Conf. on Advanced Information Systems Engineering, CAiSE 2012. Springer, 270−285.10.1007/978-3-642-31095-9_18.
3.1.
2012
van der Aalst, W.; Adriansyah, A.; Alves de Medeiros, A.K.; Arcieri, F.; Baier, T.; Blickle, T.; Bose, J. C.; van den Brand, P.; Brandtjen, R.; Buijs, J.; Burattin, A.; Carmona, J.; Castellanos, M.; Claes, J.; Cook, J.; Costantini, N.; Curbera, F.; Damiani, E.; de Leoni, M.; Delias, P. ... Wynn, M. (2012). Process mining manifesto. 99: International Workshops on Business Process Management - Workshop on Business Process Intelligence. Ed. F. Daniel, K. Barkaoui, S. Dustdar. Springer, 169−194. (Lecture Notes in Business Information Processing).10.1007/978-3-642-28108-2_19.
3.1.
2012
Bernardi, M. L.; Cimitile, M.; Di Lucca, G. A.; Maggi, F. M. (2012). Using Declarative Workflow Languages to Develop Process-Centric Web Applications. IEEE Computer Society, 56−65.
3.1.
2012
Maggi, F.M.; Montali, M.; van der Aalst, W.M.P. (2012). An Operational Decision Support Framework for Monitoring Business Constraints. Springer, 146−162.
3.1.
2012
Bernardi, M. L.; Cimitile, M.; Maggi, F. M. (2012). Model Driven Development of Process-centric Web Applications. SciTePress, 340−346.
3.1.
2012
Schunselaar, D. M. M.; Maggi, F. M.; Sidorova, N. (2012). Patterns for a Log-Based Strengthening of Declarative Compliance Models. Springer, 327−342.10.1007/978-3-642-30729-4_23.
3.1.
2012
Bernardi, M. L.; Cimitile, M.; Di Lucca, G. A.; Maggi, F. M. (2012). Development of flexible process-centric web applications: An integrated model driven approach. IEEE Computer Society, 67−71.10.1109/WSE.2012.6320534.
3.1.
2012
Zimeo, Eugenio; Mazza, Valentina; Orsi, Giorgio; Quintarelli, Elisa; Romano, Antonio; Spoletini, Paola; Tretola, Giancarlo; Amirante, Alessandro; Botta, Alessio; Cavallaro Luca; Consoli, Domenico; Giallonardo, Ester; Maggi, Fabrizio Maria; Tiotto, Gabriele (2012). Putting It All Together: Using the ArtDeco Approach in the Wine Business Domain. In: ArtDeco (415−452). Springer.
3.1.
2011
Westergaard, Michael; Maggi, Fabrizio Maria (2011). Modeling and Verification of a Protocol for Operational Support Using Coloured Petri Nets. Lecture Notes in Computer Science, 6709: Applications and Theory of Petri Nets - 32nd International Conference, PETRI NETS 2011. Springer, 169−188.10.1007/978-3-642-21834-7_10.
3.1.
2011
Maggi, Fabrizio Maria; Montali, Marco; Westergaard, Michael; van der Aalst, Wil M. P. (2011). Monitoring Business Constraints with Linear Temporal Logic: An Approach Based on Colored Automata. Lecture Notes in Computer Science, 6896: Proc. of 9th Int. Conf. on Business Process Management, BPM 2011. Springer, 132−147.10.1007/978-3-642-23059-2_13.
3.1.
2011
Maggi, Fabrizio Maria; Mooij, Arjan J.; van der Aalst, Wil M. P. (2011). User-guided discovery of declarative process models. Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2011. IEEE, 192−199.10.1109/CIDM.2011.5949297.
3.1.
2011
Maggi, Fabrizio Maria; Westergaard, Michael; Montali, Marco; van der Aalst, Wil M. P. (2011). Runtime Verification of LTL-Based Declarative Process Models. Lecture Notes in Computer Science, 7186: Runtime Verification - 2nd International Conference, RV 2011. Springer, 131−146.10.1007/978-3-642-29860-8_11.
3.1.
2010
Maggi, Fabrizio Maria; Corapi, Domenico; Russo, Alessandra; Lupu, Emil; Visaggio, Giuseppe (2010). Revising Process Models through Inductive Learning. Business Process Management Workshops 2010. Springer, 182−193.
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ProgrammLiikNumberNimiProjekti algusProjekti lõppVastutav täitjaAsutusFinantseerijapoolne rahastamine
IUTIUT20-55Andmepõhine tarkvaraarenduse ja äriprotsesside juhtimine01.01.201431.12.2019Marlon DumasTartu Ülikool, Loodus- ja täppisteaduste valdkond, arvutiteaduse instituut1 173 600,00 EUR
TKAlamprojektTAR16013 (EXCITE) (TK148)IT Tippkeskus EXCITE01.09.201601.03.2023Maarja KruusmaaTallinna Tehnikaülikool, Infotehnoloogia teaduskond, Biorobootika keskus; Cybernetica AS2 121 014,65 EUR
TKSLTAT16148T (TK148)IT Tippkeskus EXCITE (TK148)01.01.201601.03.2023Jaak ViloTartu Ülikool, Loodus- ja täppisteaduste valdkond, arvutiteaduse instituut1 446 840,73 EUR
2.2.1.VLTAT19387 Konsultatsioonileping23.05.201905.07.2019Fabrizio Maria MaggiTartu Ülikool, Loodus- ja täppisteaduste valdkond, arvutiteaduse instituut4 000,00 EUR
PRGPRG887Äriprotsesside korralduslik seire01.01.202031.12.2020Marlon DumasTartu Ülikool, Loodus- ja täppisteaduste valdkond, arvutiteaduse instituut168 750,00 EUR
1.2.3.4.MLTAT19426R (834141)Äriprotsesside täiustamise võimalusi automaatselt avastav ja hindav tarkvara01.09.201931.08.2024Marlon DumasTartu Ülikool, Loodus- ja täppisteaduste valdkond, arvutiteaduse instituut2 349 965,00 EUR