Fabrizio Maria Maggi
Orcid: 0000-0002-9089-6896Affiliations:
- Free University of Bozen-Bolzano, Italy
- University of Tartu, Estonia (former)
According to our database1,
Fabrizio Maria Maggi
authored at least 204 papers
between 2008 and 2024.
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Bibliography
2024
Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process Monitoring.
CoRR, 2024
2023
IEEE Trans. Knowl. Data Eng., November, 2023
A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global-local memory.
Inf. Syst., October, 2023
ACM Trans. Intell. Syst. Technol., August, 2023
Softw. Impacts, May, 2023
Monitoring hybrid process specifications with conflict management: An automata-theoretic approach.
Artif. Intell. Medicine, May, 2023
Mach. Learn., April, 2023
Process mining meets model learning: Discovering deterministic finite state automata from event logs for business process analysis.
Inf. Syst., March, 2023
Knowledge-Driven Modulation of Neural Networks with Attention Mechanism for Next Activity Prediction.
CoRR, 2023
CoRR, 2023
Explain, Adapt and Retrain: How to improve the accuracy of a PPM classifier through different explanation styles.
CoRR, 2023
Declarative Process Mining for Software Processes: The RuM Toolkit and the Declare4Py Python Library.
Proceedings of the Product-Focused Software Process Improvement, 2023
Finite-Trace Analysis of Stochastic Systems with Silent Transitions (Extended Abstract).
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the 5th International Conference on Process Mining, 2023
Proceedings of the Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining 2023 co-located with the 5th International Conference on Process Mining (ICPM 2023), 2023
Proceedings of the Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining 2023 co-located with the 5th International Conference on Process Mining (ICPM 2023), 2023
Towards a Business-Oriented Approach to Visualization-Supported Interpretability of Prediction Results in Process Mining.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023
Counterfactuals and Ways to Build Them: Evaluating Approaches in Predictive Process Monitoring.
Proceedings of the Advanced Information Systems Engineering, 2023
An SQL-Based Declarative Process Mining Framework for Analyzing Process Data Stored in Relational Databases.
Proceedings of the Business Process Management Forum, 2023
Proceedings of the Business Process Management - 21st International Conference, 2023
Proceedings of the Best Dissertation Award, 2023
Proceedings of the Business Process Management Workshops, 2023
2022
Softw. Impacts, December, 2022
ACM Trans. Softw. Eng. Methodol., 2022
How do I update my model? On the resilience of Predictive Process Monitoring models to change.
Knowl. Inf. Syst., 2022
Knowl. Inf. Syst., 2022
Measuring the interestingness of temporal logic behavioral specifications in process mining.
Inf. Syst., 2022
Decis. Support Syst., 2022
CoRR, 2022
Proceedings of the Research Challenges in Information Science, 2022
Proceedings of the Logic Programming and Nonmonotonic Reasoning, 2022
Proceedings of the Workshop on Process Management in the AI Era (PMAI 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022
Proceedings of the 4th International Conference on Process Mining, 2022
Shape Your Process: Discovering Declarative Business Processes from Positive and Negative Traces Taking into Account User Preferences.
Proceedings of the Enterprise Design, Operations, and Computing, 2022
Discovering Business Processes models expressed as DNF or CNF formulae of Declare constraints.
Proceedings of the 37th Italian Conference on Computational Logic, Bologna, Italy, June 29, 2022
Proceedings of the Advanced Information Systems Engineering, 2022
Proceedings of the Business Process Management - 20th International Conference, 2022
Proceedings of the Best Dissertation Award, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Knowl. Based Syst., 2021
Preface to the Special Issue on Artificial Intelligence for Business Process Management 2019.
J. Data Semant., 2021
Beyond arrows in process models: A user study on activity dependences and their rationales.
Inf. Syst., 2021
Monitoring Hybrid Process Specifications with Conflict Management: The Automata-theoretic Approach.
CoRR, 2021
CoRR, 2021
Proceedings of the 3rd International Conference on Process Mining, 2021
Proceedings of the 3rd International Conference on Process Mining, 2021
Proceedings of the Intelligent Information Systems - CAiSE Forum 2021, Melbourne, VIC, Australia, June 28, 2021
Silhouetting the Cost-Time Front: Multi-objective Resource Optimization in Business Processes.
Proceedings of the Business Process Management Forum, 2021
Proceedings of the Business Process Management - 19th International Conference, 2021
Proceedings of the Business Process Management - 19th International Conference, 2021
Proceedings of the 1st Italian Forum on Business Process Management co-located with the 19th International Conference of Business Process Management (BPM 2021), 2021
2020
Preface to the Special Issue on Artificial Intelligence for Business Process Management 2018.
J. Data Semant., 2020
Inf. Syst., 2020
CoRR, 2020
Towards Online Discovery of Data-Aware Declarative Process Models from Event Streams.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Identifying Candidate Routines for Robotic Process Automation from Unsegmented UI Logs.
Proceedings of the 2nd International Conference on Process Mining, 2020
Proceedings of the 2nd International Conference on Process Mining, 2020
Proceedings of the 2nd International Conference on Process Mining, 2020
Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020 co-located with the 2nd International Conference on Process Mining (ICPM 2020), 2020
Proceedings of the Advanced Information Systems Engineering, 2020
Proceedings of the Business Process Management Forum, 2020
Proceedings of the Business Process Management - 18th International Conference, 2020
Proceedings of the Best Dissertation Award, 2020
Proceedings of the Best Dissertation Award, 2020
Say It in Your Own Words: Defining Declarative Process Models Using Speech Recognition.
Proceedings of the Business Process Management Forum, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Proceedings of the Encyclopedia of Big Data Technologies., 2019
Semantic DMN: Formalizing and Reasoning About Decisions in the Presence of Background Knowledge.
Theory Pract. Log. Program., 2019
IEEE Trans. Knowl. Data Eng., 2019
ACM Trans. Knowl. Discov. Data, 2019
Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring.
ACM Trans. Intell. Syst. Technol., 2019
Innovative process paradigms and data driven analytics: A new horizon for software and systems process.
J. Softw. Evol. Process., 2019
Preface to the Special Issue on Business Process Innovations with Artificial Intelligence.
J. Data Semant., 2019
From knowledge-driven to data-driven inter-case feature encoding in predictive process monitoring.
Inf. Syst., 2019
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 2019
Evaluating coding behavior in software development processes: a process mining approach.
Proceedings of the International Conference on Software and System Processes, 2019
Proceedings of the 23rd IEEE International Enterprise Distributed Object Computing Conference, 2019
Proceedings of the 23rd IEEE International Enterprise Distributed Object Computing Conference, 2019
Proceedings of the 23rd IEEE International Enterprise Distributed Object Computing Workshop, 2019
Proceedings of the 34th Italian Conference on Computational Logic, 2019
Proceedings of the Advanced Information Systems Engineering, 2019
Proceedings of the Information Systems Engineering in Responsible Information Systems, 2019
Proceedings of the Dissertation Award, 2019
Proceedings of the Dissertation Award, 2019
2018
J. Softw. Evol. Process., 2018
Inf. Syst., 2018
Genetic algorithms for hyperparameter optimization in predictive business process monitoring.
Inf. Syst., 2018
Proceedings of the 2018 International Conference on Software and System Process, 2018
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018
Proceedings of the Information Systems in the Big Data Era, 2018
Proceedings of the Business Process Management Forum, 2018
Proceedings of the Dissertation Award, 2018
Correlating Activation and Target Conditions in Data-Aware Declarative Process Discovery.
Proceedings of the Business Process Management - 16th International Conference, 2018
Proceedings of the Business Process Management - 16th International Conference, 2018
Proceedings of the Business Information Systems - 21st International Conference, 2018
Proceedings of the Business Information Systems - 21st International Conference, 2018
2017
Resolving Inconsistencies and Redundancies in Declarative Process Models.
EMISA Forum, 2017
Semantics and Analysis of DMN Decision Tables.
EMISA Forum, 2017
Enterp. Inf. Syst., 2017
Proceedings of the Rules and Reasoning - International Joint Conference, 2017
Proceedings of the Product-Focused Software Process Improvement, 2017
Proceedings of the 21st IEEE International Enterprise Distributed Object Computing Conference, 2017
Proceedings of the Advanced Information Systems Engineering, 2017
Intra and Inter-case Features in Predictive Process Monitoring: A Tale of Two Dimensions.
Proceedings of the Business Process Management - 15th International Conference, 2017
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017
An Eye into the Future: Leveraging A-priori Knowledge in Predictive Business Process Monitoring.
Proceedings of the Business Process Management - 15th International Conference, 2017
On the Disruptive Effectiveness of Automated Planning for LTL<i>f</i>-Based Trace Alignment.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Serv. Oriented Comput. Appl., 2016
Inf. Syst., 2016
Expert Syst. Appl., 2016
Selected Topics on Business Informatics Research: Editorial Introduction to Issue 6 of CSIMQ.
Complex Syst. Informatics Model. Q., 2016
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2016 Conferences, 2016
Proceedings of the Service-Oriented Computing - 14th International Conference, 2016
Proceedings of the Service-Oriented Computing - 14th International Conference, 2016
Proceedings of the 20th IEEE International Enterprise Distributed Object Computing Conference, 2016
Minimizing Overprocessing Waste in Business Processes via Predictive Activity Ordering.
Proceedings of the Advanced Information Systems Engineering, 2016
Proceedings of the Advanced Information Systems Engineering, 2016
Proceedings of the Advanced Information Systems Engineering, 2016
Proceedings of the Business Process Management - 14th International Conference, 2016
Proceedings of the Business Process Management - 14th International Conference, 2016
Proceedings of the BPM Demo Track 2016 Co-located with the 14th International Conference on Business Process Management (BPM 2016), 2016
Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016
2015
IEEE Trans. Serv. Comput., 2015
Compliance monitoring in business processes: Functionalities, application, and tool-support.
Inf. Syst., 2015
An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data.
Inf. Syst., 2015
Proceedings of the Conceptual Modeling - 34th International Conference, 2015
Proceedings of the Advanced Information Systems Engineering, 2015
Proceedings of the Enterprise and Organizational Modeling and Simulation, 2015
Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoring.
Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015
Proceedings of the Business Process Management - 13th International Conference, 2015
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015
Proceedings of the Business Process Management - 13th International Conference, 2015
Proceedings of the BPM - Driving Innovation in a Digital World, 2015
Proceedings of the Complete Business Process Handbook: Body of Knowledge from Process Modeling to BPM, 2015
Proceedings of the Complete Business Process Handbook: Body of Knowledge from Process Modeling to BPM, 2015
2014
Using Timed Automata for <i>a Priori</i> Warnings and Planning for Timed Declarative Process Models.
Int. J. Cooperative Inf. Syst., 2014
Using Discriminative Rule Mining to Discover Declarative Process Models with Non-atomic Activities.
Proceedings of the Rules on the Web. From Theory to Applications, 2014
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014
Proceedings of the International Conference on Software and Systems Process 2014, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
Proceedings of the Advanced Information Systems Engineering, 2014
Proceedings of the Business Process Management - 12th International Conference, 2014
Proceedings of the Business Process Management - 12th International Conference, 2014
Proceedings of the Business Process Management - 12th International Conference, 2014
Proceedings of the Business Process Management Workshops, 2014
Proceedings of the Perspectives in Business Informatics Research, 2014
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014
2013
ACM Trans. Intell. Syst. Technol., 2013
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013
Enabling self-reflection with LifelogExplorer: Generating simple views from complex data.
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013
Online Process Discovery to Detect Concept Drifts in LTL-Based Declarative Process Models.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Conferences, 2013
Proceedings of the ICSOFT 2013, 2013
A Framework for the Systematic Comparison and Evaluation of Compliance Monitoring Approaches.
Proceedings of the 17th IEEE International Enterprise Distributed Object Computing Conference, 2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
Proceedings of the Advanced Information Systems Engineering, 2013
Proceedings of the Business Process Management - 11th International Conference, 2013
Proceedings of the BPM Demo sessions 2013, Beijing, China, August 26-30, 2013, 2013
Proceedings of the Business Process Management - 11th International Conference, 2013
Proceedings of the Situation Awareness with Systems of Systems, 2013
2012
Proceedings of the Methodologies and Technologies for Networked Enterprises, 2012
Development of flexible process-centric web applications: An integrated model driven approach.
Proceedings of the 14th IEEE International Symposium on Web Systems Evolution, 2012
Proceedings of the Twelfth International Workshop on Web Information and Data Management, 2012
Looking into the Future. Using Timed Automata to Provide a Priori Advice about Timed Declarative Process Models.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012
Proceedings of the Integrated Formal Methods - 9th International Conference, 2012
Proceedings of the ICSOFT 2012 - Proceedings of the 7th International Conference on Software Paradigm Trends, Rome, Italy, 24, 2012
Proceedings of the Fundamental Approaches to Software Engineering, 2012
Proceedings of the 16th IEEE International Enterprise Distributed Object Computing Conference, 2012
Proceedings of the 16th IEEE International Enterprise Distributed Object Computing Conference Workshops, 2012
Proceedings of the Advanced Information Systems Engineering, 2012
Proceedings of the Business Process Management - 10th International Conference, 2012
2011
Proceedings of the Runtime Verification - Second International Conference, 2011
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011
Proceedings of the Demo Track of the Nineth Conference on Business Process Management 2011, 2011
Monitoring Business Constraints with Linear Temporal Logic: An Approach Based on Colored Automata.
Proceedings of the Business Process Management - 9th International Conference, 2011
Proceedings of the Business Process Management Workshops, 2011
Modeling and Verification of a Protocol for Operational Support Using Coloured Petri Nets.
Proceedings of the Applications and Theory of Petri Nets - 32nd International Conference, 2011
2010
Proceedings of the Business Process Management Workshops, 2010
2009
Managing Business Process Flexibility and Reuse through Business Process Lines.
Proceedings of the ICSOFT 2009, 2009
Proceedings of the Third International Conference on the Digital Society (ICDS 2009), 2009
2008
Business Process Lines to Develop Service-Oriented Architectures Through the Software Product Lines Paradigm.
Proceedings of the Software Product Lines, 12th International Conference, 2008
Business Process Modeling Aware to the Environment Changes - A Pattern Driven Approach.
Proceedings of the ENASE 2008, 2008