Pubblicazioni del gruppo di ricerca Processes, Services and Software Engineering
2025
Casciani Angelo, Lestingi Livia, Marrella Andrea, Matta Andrea
A Conversational Framework for Faithful Multi-perspective Analysis of Production Systems. Advanced Information Systems Engineering 2025: 163-181
Agostinelli S., Hohenadl T., Marrella A., Martinez-Rojas A.
SmartRPA: Generating software robots from user interface logs. SOFTWAREX 2025: -
2024
Palma Alessandro, Acitelli Giacomo, Marrella Andrea, Bonomi Silvia, Angelini Marco
A compliance assessment system for Incident Management process. COMPUTERS & SECURITY 2024: -
Agostinelli S., Benvenuti D., Casciani A., De Luzi F., Marinacci M., Marrella A., Rossi J.
A Context-Aware Framework to Support Decision-Making in Production Planning. Advanced Information Systems Engineering - 36th International Conference, CAiSE 2024, Limassol, Cyprus, June 3-7, 2024, Proceedings 2024: 248-264
Luca Bernardi Mario, Casciani Angelo, Cimitile Marta, Marrella Andrea
A preliminary study on Business Process-aware Large Language Models. Proceedings of the Ital-IA Intelligenza Artificiale - Thematic Workshops co-located with the 4th CINI National Lab AIIS Conference on Artificial Intelligence (Ital-IA 2024), Naples, Italy, May 29-30, 2024 2024: 441-446
Acitelli G., Agostinelli S., Casciani A., Marrella A.
An End-To-End Execution of a Logistic Process in an AI-Augmented Business Process Management System. Proceedings of the 3rd International Workshop on Process Management in the AI Era (PMAI 2024) 2024: 5-10
Marrella A.
Balancing Autonomy and Trust to Enable Intelligent Robotic Process Automation. PMAI 2024. Process Management in the AI Era 2024. Proceedings of the 3rd International Workshop on Process Management in the AI Era (PMAI 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024) 2024: 2-4
Casciani Angelo, Bernardi Mario L., Cimitile Marta, Marrella Andrea
Conversational Systems for AI-Augmented Business Process Management. Research Challenges in Information Science - 18th International Conference, RCIS 2024, Guimaraes, Portugal, May 14-17, 2024, Proceedings, Part I 2024: 183-200
Luca Bernardi Mario, Casciani Angelo, Cimitile Marta, Marrella Andrea
Conversing with business process-aware large language models: the BPLLM framework. JOURNAL OF INTELLIGENT INFORMATION SYSTEMS 2024: 1-23
Agostinelli S., Benvenuti D., Marrella A., Rossi J.
DIS-PIPE: A Tool for Data Pipeline Discovery. Doctoral Consortium and Demo Track 2024 at the International Conference on Process Mining 2024 (ICPM-D 2024) 2024: -
Blasilli G., Ferro L. S., Lenti S., Maggi F. M., Marrella A., Catarci T.
EDD: A Web-Based Editor for Declarative Process Models Using easyDeclare. Doctoral Consortium and Demo Track 2024 at the International Conference on Process Mining 2024 (ICPM-D 2024) 2024: -
Bianchini Filippo, Calamo Marco, De Luzi Francesca, Macrì Mattia, Mecella Massimo
Enhancing Complex Linguistic Tasks Resolution Through Fine-Tuning LLMs, RAG and Knowledge Graphs (Short Paper). International Conference on Advanced Information Systems Engineering 2024: 147-155
De Luzi Francesca, Leotta Francesco, Marrella Andrea, Mecella Massimo
On the Interplay Between Business Process Management and Internet-of-Things. BUSINESS & INFORMATION SYSTEMS ENGINEERING 2024: 1-24
Marrella A., Resinas M., Jans M., Rosemann M.
2023
Benvenuti D., Marrella A., Rossi J., Nikolov N., Roman D., Soylu A., Perales F.
A Reference Data Model to Specify Event Logs for Big Data Pipeline Discovery. International Conference on Business Process Management 2023: 38-54
De Giacomo G., Fuggitti F., Maggi F. M., Marrella A., Patrizi F.
A tool for declarative Trace Alignment via automated planning. SOFTWARE IMPACTS 2023: 100505-
Dumas Marlon, Fournier Fabiana, Limonad Lior, Marrella Andrea, Montali Marco, Rehse Jana-Rebecca, Accorsi Rafael, Calvanese Diego, De Giacomo Giuseppe, Fahland Dirk, Gal Avigdor, Rosa Marcello La, Völzer Hagen, Weber Ingo
AI-Augmented Business Process Management Systems: A Research Manifesto. ACM TRANSACTIONS ON MANAGEMENT INFORMATION SYSTEMS 2023: -
Riva F., Benvenuti D., Maggi F. M., Marrella A., Montali M.
An SQL-Based Declarative Process Mining Framework for Analyzing Process Data Stored in Relational Databases. BPM 2023: Business Process Management Forum 2023: 214-231
Maggi FABRIZIO MARIA, Marrella Andrea, Patrizi Fabio, Skydanienko Vasyl
Data-Aware Declarative Process Mining with SAT. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY 2023: -
Agostinelli Simone, Chiariello Francesco, Maggi FABRIZIO MARIA, Marrella Andrea, Patrizi Fabio
Process mining meets model learning: Discovering deterministic finite state automata from event logs for business process analysis. INFORMATION SYSTEMS 2023: 102180-
Ter Hofstede Arthur H. M., Koschmider Agnes, Marrella Andrea, Andrews Robert, Fischer Dominik A., Sadeghianasl Sareh, Thandar Wynn Moe, Comuzzi Marco, De Weerdt Jochen, Goel Kanika, Martin Niels, Soffer Pnina
Process-Data Quality: The True Frontier of Process Mining. ACM JOURNAL OF DATA AND INFORMATION QUALITY 2023: 1-21
2022
Agostinelli S., De Luzi F., di Canito U., Ferraro J., Marrella A., Mecella M.
A Data-Centric Approach to Design Resilient-Aware Process Models in BPMN. 20th International Conference on Business Process Management (BPM 2022) 2022: 38-54
Benvenuti D., Falleroni L., Marrella A., Perales F.
An Interactive Approach to Support Event Log Generation for Data Pipeline Discovery. 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC) 2022: 1172-1177
Roman Dumitru, Prodan Radu, Nikolov Nikolay, Soylu Ahmet, Matskin Mihhail, Marrella Andrea, Kimovski Dragi, Elvesaeter Brian, Simonet-Boulogne Anthony, Ledakis Giannis, Song Hui, Leotta Francesco, Kharlamov Evgeny
Big Data Pipelines on the Computing Continuum: Tapping the Dark Data. COMPUTER 2022: 74-84
Marrella A., Matulevicius R., Gabryelczyk R., Axmann B., Vuksic V. B., Gaaloul W., Stemberger M. I., Ko A., Lu Q.
Marrella A., Weber B.
Acitelli G., Angelini M., Bonomi S., Maggi F. M., Marrella A., Palma A.
Context-Aware Trace Alignment with Automated Planning. Proceedings of the 4th International Conference on Process Mining, ICPM 2022 2022: 104-111
Agostinelli S., Marrella A.
Intelligent Robotic Process Automation: Generating Executable RPA Scripts from Unsegmented UI Logs. Workshop on Process Management in the AI Era (PMAI 2022), co-located with IJAI-ECAI 2022 2022: 89-92
Agostinelli S., Marrella A., Abb L., Rehse J. -R.
Mastering Robotic Process Automation with Process Mining. Proceedings of the 20th International Conference on Business Process Management, BPM 2022 2022: 47-53
Agostinelli S., Lupia M., Marrella A., Mecella M.
Reactive synthesis of software robots in RPA from user interface logs. COMPUTERS IN INDUSTRY 2022: 103721-
2021
Bergami G., Maggi F. M., Marrella A., Montali M.
Aligning Data-Aware Declarative Process Models and Event Logs. 19th International Conference on Business Process Management, BPM 2021 2021: 235-251
Marrella A., Chakraborti T.
Applications of Automated Planning for Business Process Management. 19th International Conference on Business Process Management, BPM 2021 2021: 30-36
Agostinelli Simone, Leotta Francesco, Marrella Andrea
Interactive Segmentation of User Interface Logs. Service-Oriented Computing 2021: 65-80
2020
Di Paolantonio L., Marrella A., Mecella M., Pernici B., Plebani P.
R-CMMN: A Tool to Design Resilient Aware Multi-party Business Processes. Advanced Information Systems Engineering 2020: 43-50
2019
Marrella Andrea
Analysing Event Data through Process Mining. Proceedings of the 27th Italian Symposium on Advanced Database Systems (SEBD 2019) 2019: -
Augusto Adriano, Conforti Raffaele, Dumas Marlon, La Rosa Marcello, Maggi Fabrizio M., Marrella Andrea, Mecella Massimo, Soo Allar
Automated discovery of process models from event logs: review and benchmark. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 2019: 686-705
Marrella A.
Automated planning for business process management. JOURNAL ON DATA SEMANTICS 2019: 79-98
Leotta Francesco, Marrella Andrea, Mecella Massimo
IoT for BPMers. Challenges, Case Studies and Successful Applications. Business Process Management 2019: 16-22
Coltellese Simone, Maria Maggi Fabrizio, Marrella Andrea, Massarelli Luca, Querzoni Leonardo
Triage of IoT Attacks Through Process Mining. On the Move to Meaningful Internet Systems: OTM 2019 Conferences 2019: 326-344
2018
de Leoni Massimiliano, Lanciano Giacomo, Marrella Andrea
Aligning partially-ordered process-execution traces and models using automated planning. Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling 2018: 321-329
Marrella Andrea, Mecella Massimo
Cognitive business process management for adaptive cyber-physical processes. Business ProcessManagement Workshops 2018: 429-439
Maggi F. M., Marrella A., Capezzuto G., Cervantes A. A.
Explaining non-compliance of business process models through automated planning. Service-Oriented Computing 2018: 181-197
Sapio Francesco, Marrella Andrea, Catarci Tiziana
Integrating body scanning solutions into virtual dressing rooms. Proceedings of the 2018 International Conference on Advanced Visual Interfaces 2018: 1-3
Marrella Andrea, Mecella Massimo, Sardiña Sebastian
Supporting adaptiveness of cyber-physical processes through action-based formalisms. AI COMMUNICATIONS 2018: 47-74
Marrella Andrea
What Automated Planning Can Do for Business Process Management. Business ProcessManagement Workshops 2018: 7-19
2017
de Leoni Massimiliano, Lanciano Giacomo, Marrella Andrea
A Tool for Aligning Event Logs and Prescriptive Process Models through Automated Planning. BPM-D&DA 2017 BPM Demo Track and BPM Dissertation Award. Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Management (BPM 2017) 2017: -
Marrella Andrea, Mecella Massimo
Adaptive Process Management in Cyber-Physical Domains. Advances in Intelligent Process-Aware Information Systems. Concepts, Methods, and Technologies 2017: 15-48
de Leoni Massimiliano, Marrella Andrea
Aligning Real Process Executions and Prescriptive Process Models through Automated Planning. EXPERT SYSTEMS WITH APPLICATIONS 2017: 162-183
Marrella Andrea, Mecella Massimo, Pernici Barbara, Plebani Pierluigi
Design-time Models for Resiliency. Conceptual Modeling Perspectives 2017: 105-120
Janes Andrea, Maggi Fabrizio Maria, Marrella Andrea, Montali Marco
From zero to hero: A process mining tutorial. Product-Focused Software Process Improvement 2017: 625-629
De Leoni Massimiliano, Marrella Andrea
How planning techniques can help process mining: The conformance-checking case. Proceedings of the 25th Italian Symposium on Advanced Database Systems SEBD 2017 2017: 283-290
Marrella Andrea, Mecella Massimo, Sardina Sebastian
Intelligent Process Adaptation in the SmartPM System. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY 2017: 1-43
Plebani Pierluigi, Marrella Andrea, Mecella Massimo, Mizmizi Marouan, Pernici Barbara
Multi-Party Business Process Resilience By-Design: A Data-Centric Perspective. Advanced Information Systems Engineering 2017: 110-124
De Giacomo Giuseppe, Maggi Fabrizio Maria, Marrella Andrea, Patrizi Fabio
On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment. Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, Twenty-Ninth Innovative Applications of Artificial Intelligence Conference, Seventh Symposium on Educational Advances in Artificial Intelligence : 4-9 February 2017, San Franci... 2017: 3555-3561
2016
Marrella Andrea, Mecella Massimo, Sardina Sebastian
De Giacomo Giuseppe, Marrella Andrea, Maggi Fabrizio Maria, Sardina Sebastian
Computing Trace Alignment against Declarative Process Models through Planning. ICAPS'16 Proceedings of the Twenty-Sixth International Conference on International Conference on Automated Planning and Scheduling 2016: 367-375
2015
Marrella Andrea, Mecella Massimo, Russo Alessandro, Steinau Sebastian, Andrews Kevin, Reichert Manfred
A Survey on Handling Data in Business Process Models. 23rd Italian Symposium on Advanced Database Systems (SEBD 2015) 2015: 304-311
Marrella Andrea, Mecella Massimo, Halapuu Patris, Sardiña Sebastian
Automated Process Adaptation in Cyber-Physical Domains with the SmartPM System. 2015 IEEE 8th International Conference on Service-Oriented Computing and Applications (SOCA) 2015: 59-64
Marrella Andrea, Mecella Massimo, Russo Alessandro, Steinau Sebastian, Andrews Kevin, Reichert Manfred
Data in Business Process Models. A Preliminary Empirical Study. 2015 IEEE 8th International Conference on Service-Oriented Computing and Applications (SOCA) 2015: 116-122
Di Ciccio Claudio, Marrella Andrea, Russo Alessandro
Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches. JOURNAL ON DATA SEMANTICS 2015: 29-57
Marrella Andrea, Halapuu Patris, Mecella Massimo, Sardiña Sebastian
SmartPM: An Adaptive Process Management System for Executing Processes in Cyber-Physical Domains. Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015) 2015: 115-119
Marrella Andrea, Mecella Massimo, Sardina Sebastian, Tucceri Paola
SmartPM: Automated Adaptation of Dynamic Processes. Service-Oriented Computing - ICSOC 2014 Workshops 2015: 423-427
2014
Marrella Andrea, Mecella Massimo, Sardina Sebastian
SmartPM: An Adaptive Process Management System through Situation Calculus, IndiGolog, and Classical Planning. 14th International Conference on Principles of Knowledge Representation and Reasoning (KR 2014). Class A+ (GII-GRIN rating), Class A* (CORE rating) 2014: 518-527
2013-10-07
Marrella Andrea
2013
Masoumi Arman, Soutchanski Mikhail, Marrella Andrea
Organic Synthesis as Artificial Intelligence Planning. 6th International Workshop on Semantic Web Applications and Tools for Life Sciences (SWAT4LS 2013) 2013: -
Marrella Andrea, Lesperance Yves
Synthesizing a Library of Process Templates through Partial-Order Planning Algorithms. 14th International Conference on Business Process Modeling, Development and Support (BPMDS 2013) 2013: 277-291
Marrella Andrea, Lesperance Yves
Towards a Goal-oriented Framework for the Automatic Synthesis of Underspecified Activities in Dynamic Processes. 6th IEEE International Conference on Service-Oriented Computing and Applications (SOCA 2013) 2013: 361-365
Masoumi Arman, Marrella Andrea, Soutchanski Mikhail
Towards a Planning-Based Approach to the Automated Design of Chemical Processes. Workshop on AI Meets Business Processes 2013 (AIBP 2013), co-located with the 13th Conf. of the Italian Association for AI (AI*IA 2013) 2013: 61-70
Catarci Tiziana, de Leoni Massimiliano, Marrella Andrea, Mecella Massimo, Russo Alessandro, Steinmann Renate, Bortenschlager Manfred
WORKPAD: Process Management and Geo-Collaboration Help Disaster Response. Using Social and Information Technologies for Disaster and Crisis Management 2013: 33-51
2012
Cossu Fabrizio, Marrella Andrea, Mecella Massimo, Russo Alessandro, Bertazzoni Giuliano, Suppa Marianna, Grasso Francesco
Improving Operational Support in Hospital Wards through Vocal Interfaces and Process-Awareness. 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2012) 2012: 1-6
Di Ciccio Claudio, Marrella Andrea, Russo Alessandro
Knowledge-intensive Processes: An Overview of Contemporary Approaches. 1st International Workshop on Knowledge-Intensive Business Processes (KiBP 2012) 2012: 33-47
Marrella Andrea, Russo Alessandro, Mecella Massimo
Planlets: Automatically Recovering Dynamic Processes in YAWL. 20th International Conference on Cooperative Information Systems (CoopIS 2012). Class A (GII-GRIN rating, CORE rating) 2012: 268-286
2011
Marrella Andrea, Mecella Massimo, Russo Alessandro
Featuring Automatic Adaptivity through Workflow Enactment and Planning. 7th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2011) 2011: 372-381
Marrella Andrea, Mecella Massimo, Russo Alessandro, ter Hofstede Arthur, Sardina Sebastian
Making YAWL and SmartPM Interoperate: Managing Highly Dynamic Processes by Exploiting Automatic Adaptation Features. 9th International Conference on Business Process Management (BPM 2011), Demonstration Track 2011: -
de Leoni Massimiliano, Marrella Andrea, Russo Alessandro
Process-aware Information Systems for Emergency Management. International Workshop on Emergency Management through Service Oriented Architectures (EMSOA 2010) 2011: 50-58