Marco Comuzzi

According to our database, Marco Comuzzi authored at least 97 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards a Maturity Model of Process Mining as an Analytic Capability.

Astria Hijriani, Marco Comuzzi

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023

Process-Data Quality: The True Frontier of Process Mining.

Arthur H. M. ter Hofstede, Agnes Koschmider, Andrea Marrella, Robert Andrews, Dominik Andreas Fischer, Sareh Sadeghianasl, Moe Thandar Wynn, Marco Comuzzi, Jochen De Weerdt, Kanika Goel, Niels Martin, Pnina Soffer

ACM J. Data Inf. Qual., September, 2023

A Systematic Review of Anomaly Detection for Business Process Event Logs.

Jonghyeon Ko, Marco Comuzzi

Bus. Inf. Syst. Eng., August, 2023

The quantum threat to blockchain: summary and timeline analysis.

Kai Schärer, Marco Comuzzi

Quantum Mach. Intell., June, 2023

Editorial: Blockchain for trusted information systems.

Giovanni Meroni, Marco Comuzzi, Julius Köpke

Frontiers Blockchain, 2023

A Middleware for Hybrid Blockchain Applications: Towards Fast, Affordable, and Accountable Integration.

Olzhas Yessenbayev, Marco Comuzzi, Giovanni Meroni, Dung Chi Duy Nguyen

Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

What is Blockchain and How Can it Help My Business? (Extended Tutorial Summary).

Marco Comuzzi, Paul Grefen, Giovanni Meroni

Proceedings of the Service-Oriented Computing - ICSOC 2023 Workshops - AI-PA, ASOCA, SAPD, SQS, SSCOPE, WESOACS and Satellite Events, Rome, Italy, November 28, 2023

Measuring the Stability of Process Outcome Predictions in Online Settings.

Suhwan Lee, Marco Comuzzi, Xixi Lu, Hajo A. Reijers

Proceedings of the 5th International Conference on Process Mining, 2023

Understanding the Impact of Design Choices on the Performance of Predictive Process Monitoring.

Sungkyu Kim, Marco Comuzzi, Chiara Di Francescomarino

Proceedings of the Process Mining Workshops, 2023

2022

Toward Quality-Aware Transaction Validation in Blockchains.

Marco Comuzzi, Cinzia Cappiello, Florian Daniel, Giovanni Meroni

IEEE Softw., 2022

Process mining for healthcare: Characteristics and challenges.

Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato

J. Biomed. Informatics, 2022

Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process events.

Jonghyeon Ko, Marco Comuzzi

Inf. Syst., 2022

Assessing and improving measurability of process performance indicators based on quality of logs.

Cinzia Cappiello, Marco Comuzzi, Pierluigi Plebani, Matheus Fim

Inf. Syst., 2022

Encoding resource experience for predictive process monitoring.

Jongchan Kim, Marco Comuzzi, Marlon Dumas, Fabrizio Maria Maggi, Irene Teinemaa

Decis. Support Syst., 2022

Explainable Predictive Process Monitoring: A User Evaluation.

Williams Rizzi, Marco Comuzzi, Chiara Di Francescomarino, Chiara Ghidini, Suhwan Lee, Fabrizio Maria Maggi, Alexander Nolte

CoRR, 2022

Exploring the Suitability of Rule-Based Classification to Provide Interpretability in Outcome-Based Process Predictive Monitoring.

Suhwan Lee, Marco Comuzzi, Nahyun Kwon

Algorithms, 2022

Pattern-based Reconstruction of Anomalous Traces in Business Process Event Logs.

Jonghyeon Ko, Marco Comuzzi

Proceedings of the Joint Proceedings of the 1st International Workshop on Computational Intelligence for Process Mining (CI4PM 2022) and the 1st International Workshop on Pervasive Artificial Intelligence (PAI 2022), 2022

Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations.

Gyunam Park, Marco Comuzzi, Wil M. P. van der Aalst

Proceedings of the Research Challenges in Information Science, 2022

Genetic Algorithms for AutoML in Process Predictive Monitoring.

Nahyun Kwon, Marco Comuzzi

Proceedings of the Process Mining Workshops, 2022

2021

Detecting anomalies in business process event logs using statistical leverage.

Jonghyeon Ko, Marco Comuzzi

Inf. Sci., 2021

On the Need for Data Quality Assessment in Blockchains.

Marco Comuzzi, Cinzia Cappiello, Giovanni Meroni

IEEE Internet Comput., 2021

A diagnostic framework for imbalanced classification in business process predictive monitoring.

Jongchan Kim, Marco Comuzzi

Expert Syst. Appl., 2021

Seven Paradoxes of Business Process Management in a Hyper-Connected World.

Daniel Beverungen, Joos C. A. M. Buijs, Jörg Becker, Claudio Di Ciccio, Wil M. P. van der Aalst, Christian Bartelheimer, Jan vom Brocke, Marco Comuzzi, Karsten Kraume, Henrik Leopold, Martin Matzner, Jan Mendling, Nadine Ogonek, Till Post, Manuel Resinas, Kate Revoredo, Adela del-Río-Ortega, Marcello La Rosa, Flávia Maria Santoro, Andreas Solti, Minseok Song, Armin Stein, Matthias Stierle, Verena Wolf

Bus. Inf. Syst. Eng., 2021

Stability Metrics for Enhancing the Evaluation of Outcome-Based Business Process Predictive Monitoring.

Jongchan Kim, Marco Comuzzi

IEEE Access, 2021

Continuous Performance Evaluation for Business Process Outcome Monitoring.

Suhwan Lee, Marco Comuzzi, Xixi Lu

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

Business Process Event Log Anomaly Detection based on Statistical Leverage.

Jonghyeon Ko, Marco Comuzzi

Proceedings of the 1st Italian Forum on Business Process Management co-located with the 19th International Conference of Business Process Management (BPM 2021), 2021

An Empirical Evaluation of Smart Contract-Based Data Quality Assessment in Ethereum.

Marco Comuzzi, Cinzia Cappiello, Giovanni Meroni

Proceedings of the Business Process Management: Blockchain and Robotic Process Automation Forum, 2021

2020

An Empirical Investigation of Different Classifiers, Encoding, and Ensemble Schemes for Next Event Prediction Using Business Process Event Logs.

Bayu Adhi Tama, Marco Comuzzi, Jonghyeon Ko

ACM Trans. Intell. Syst. Technol., 2020

A multi-dimensional model of Enterprise Resource Planning critical success factors.

Marcela Alejandra Vargas, Marco Comuzzi

Enterp. Inf. Syst., 2020

AIR-BAGEL: An Interactive Root cause-Based Anomaly Generator for Event Logs.

Jonghyeon Ko, Jongyup Lee, Marco Comuzzi

Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020 co-located with the 2nd International Conference on Process Mining (ICPM 2020), 2020

Online Anomaly Detection Using Statistical Leverage for Streaming Business Process Events.

Jonghyeon Ko, Marco Comuzzi

Proceedings of the Process Mining Workshops, 2020

2019

Ant-Colony Optimisation for Path Recommendation in Business Process Execution.

Marco Comuzzi

J. Data Semant., 2019

Optimal directed hypergraph traversal with ant-colony optimisation.

Marco Comuzzi

Inf. Sci., 2019

An empirical comparison of classification techniques for next event prediction using business process event logs.

Bayu Adhi Tama, Marco Comuzzi

Expert Syst. Appl., 2019

Autoencoders for improving quality of process event logs.

Hoang Thi Cam Nguyen, Suhwan Lee, Jongchan Kim, Jonghyeon Ko, Marco Comuzzi

Expert Syst. Appl., 2019

TSE-IDS: A Two-Stage Classifier Ensemble for Intelligent Anomaly-Based Intrusion Detection System.

Bayu Adhi Tama, Marco Comuzzi, Kyung-Hyune Rhee

IEEE Access, 2019

A hybrid reliability metric for SLA predictive monitoring.

Marco Comuzzi, Alfonso E. Márquez Chamorro, Manuel Resinas

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Predicting Outpatient Process Flows to Minimise the Cost of Handling Returning Patients: A Case Study.

Marco Comuzzi, Jonghyeon Ko, Suhwan Lee

Proceedings of the Business Process Management Workshops, 2019

Data Quality Control in Blockchain Applications.

Cinzia Cappiello, Marco Comuzzi, Florian Daniel, Giovanni Meroni

Proceedings of the Business Process Management: Blockchain and Central and Eastern Europe Forum, 2019

2018

Event Log Reconstruction Using Autoencoders.

Hoang Thi Cam Nguyen, Marco Comuzzi

Proceedings of the Service-Oriented Computing - ICSOC 2018 Workshops, 2018

Does Your Accurate Process Predictive Monitoring Model Give Reliable Predictions?

Marco Comuzzi, Alfonso E. Márquez Chamorro, Manuel Resinas

Proceedings of the Service-Oriented Computing - ICSOC 2018 Workshops, 2018

Towards a Design Space for Blockchain-Based System Reengineering.

Marco Comuzzi, Erdenekhuu Unurjargal, Chiehyeon Lim

Proceedings of the Advanced Information Systems Engineering Workshops, 2018

2017

Combining Apriori heuristic and bio-inspired algorithms for solving the frequent itemsets mining problem.

Youcef Djenouri, Marco Comuzzi

Inf. Sci., 2017

A methodology for enterprise systems post-implementation change management.

Marco Comuzzi, Minou Parhizkar

Ind. Manag. Data Syst., 2017

Alignment of process compliance and monitoring requirements in dynamic business collaborations.

Marco Comuzzi

Enterp. Inf. Syst., 2017

Evaluating the effect of best practices for business process redesign: An evidence-based approach based on process mining techniques.

Minsu Cho, Minseok Song, Marco Comuzzi, Sooyoung Yoo

Decis. Support Syst., 2017

Impact analysis of ERP post-implementation modifications: Design, tool support and evaluation.

Minou Parhizkar, Marco Comuzzi

Comput. Ind., 2017

GPU-based Bio-inspired Model for Solving Association Rules Mining Problem.

Youcef Djenouri, Ahcène Bendjoudi, Djamel Djenouri, Marco Comuzzi

Proceedings of the 25th Euromicro International Conference on Parallel, 2017

Diversification Heuristics in Bees Swarm Optimization for Association Rules Mining.

Youcef Djenouri, Zineb Habbas, Djamel Djenouri, Marco Comuzzi

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017

SS-FIM: Single Scan for Frequent Itemsets Mining in Transactional Databases.

Youcef Djenouri, Marco Comuzzi, Djamel Djenouri

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

GA-Apriori: Combining Apriori Heuristic and Genetic Algorithms for Solving the Frequent Itemsets Mining Problem.

Youcef Djenouri, Marco Comuzzi

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017

Fuzzy analytic network process for evaluating ERP post-implementation alternatives.

Jonghyeon Ko, Marco Comuzzi

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Optimal Paths in Business Processes: Framework and Applications.

Marco Comuzzi

Proceedings of the Business Process Management Workshops, 2017

2016

Patterns and tools for business process monitoring customization.

Marco Comuzzi, Samuil Angelov

Serv. Oriented Comput. Appl., 2016

How organisations leverage Big Data: a maturity model.

Marco Comuzzi, Anit Patel

Ind. Manag. Data Syst., 2016

A framework to capture and reuse process knowledge in business process design and execution using social tagging.

Mohammad Ehson Rangiha, Marco Comuzzi, Bill Karakostas

Bus. Process. Manag. J., 2016

2015

An AHP-Based Analysis of the Cost of ERP Modification.

Minou Parhizkar, Marco Comuzzi

Proceedings of the International Conference on Enterprise Systems, 2015

Role and Task Recommendation and Social Tagging to Enable Social Business Process Management.

Mohammad Ehson Rangiha, Marco Comuzzi, Bill Karakostas

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2015

2014

Lifelong Personal Health Data and Application Software via Virtual Machines in the Cloud.

Pieter Van Gorp, Marco Comuzzi

IEEE J. Biomed. Health Informatics, 2014

An open platform for personal health record apps with platform-level privacy protection.

Pieter Van Gorp, Marco Comuzzi, Andreas Jahnen, Uzay Kaymak, Blackford Middleton

Comput. Biol. Medicine, 2014

Customized Infrastructures for Monitoring Business Processes.

Marco Comuzzi, Ruben Ivan Rafael Martinez

Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014

Aligning Monitoring and Compliance Requirements in Evolving Business Networks.

Marco Comuzzi

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014

2013

Optimized cross-organizational business process monitoring: Design and enactment.

Marco Comuzzi, Irene T. P. Vanderfeesten, Tingting Wang

Inf. Sci., 2013

A survey on service quality description.

Kyriakos Kritikos, Barbara Pernici, Pierluigi Plebani, Cinzia Cappiello, Marco Comuzzi, Salima Benbernou, Ivona Brandic, Attila Kertész, Michael Parkin, Manuel Carro

ACM Comput. Surv., 2013

The Service-Dominant Ecosystem: Mapping a Service Dominant Strategy to a Product-Service Ecosystem.

Egon Lüftenegger, Marco Comuzzi, Paul W. P. J. Grefen

Proceedings of the Collaborative Systems for Reindustrialization, 2013

Understanding SLA Elements in Cloud Computing.

Marco Comuzzi, Guus Jacobs, Paul W. P. J. Grefen

Proceedings of the Collaborative Systems for Reindustrialization, 2013

2012

MicroMAIS: executing and orchestrating Web services on constrained mobile devices.

Pierluigi Plebani, Cinzia Cappiello, Marco Comuzzi, Barbara Pernici, Sandeep Yadav

Softw. Pract. Exp., 2012

Measures and mechanisms for process monitoring in evolving business networks.

Marco Comuzzi, Jochem Vonk, Paul W. P. J. Grefen

Data Knowl. Eng., 2012

Addressing health information privacy with a novel cloud-based PHR system architecture.

Pieter Van Gorp, Marco Comuzzi, André S. Fialho, Uzay Kaymak

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

MyPHRMachines: Lifelong Personal Health Records in the cloud.

Pieter Van Gorp, Marco Comuzzi

Proceedings of CBMS 2012, 2012

Patterns to Enable Mass-Customized Business Process Monitoring.

Marco Comuzzi, Samuil Angelov, Jochem Vonk

Proceedings of the Advanced Information Systems Engineering, 2012

2011

A Service-Based Framework for Flexible Business Processes.

Danilo Ardagna, Luciano Baresi, Sara Comai, Marco Comuzzi, Barbara Pernici

IEEE Softw., 2011

Product-Based Workflow Design for Monitoring of Collaborative Business Processes.

Marco Comuzzi, Irene T. P. Vanderfeesten

Proceedings of the Advanced Information Systems Engineering, 2011

2010

Modeling and Negotiating Service Quality.

Salima Benbernou, Ivona Brandic, Cinzia Cappiello, Manuel Carro, Marco Comuzzi, Attila Kertész, Kyriakos Kritikos, Michael Parkin, Barbara Pernici, Pierluigi Plebani

Proceedings of the Service Research Challenges and Solutions for the Future Internet - S-Cube, 2010

Dynamic set-up of monitoring infrastructures for service based systems.

Marco Comuzzi, George Spanoudakis

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Continuous Monitoring in Evolving Business Networks.

Marco Comuzzi, Jochem Vonk, Paul W. P. J. Grefen

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2010, 2010

2009

A framework for QoS-based Web service contracting.

Marco Comuzzi, Barbara Pernici

ACM Trans. Web, 2009

A Semantic Based Framework for Supporting Negotiation in Service Oriented Architectures.

Marco Comuzzi, Kyriakos Kritikos, Pierluigi Plebani

Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, 2009

Establishing and Monitoring SLAs in Complex Service Based Systems.

Marco Comuzzi, Constantinos Kotsokalis, George Spanoudakis, Ramin Yahyapour

Proceedings of the IEEE International Conference on Web Services, 2009

A Framework for Multi-level SLA Management.

Marco Comuzzi, Constantinos Kotsokalis, Christoph Rathfelder, Wolfgang Theilmann, Ulrich Winkler, Gabriele Zacco

Proceedings of the Service-Oriented Computing. ICSOC/ServiceWave 2009 Workshops, 2009

A Framework for Hierarchical and Recursive Monitoring of Service Based Systems.

Marco Comuzzi, George Spanoudakis

Proceedings of the Fourth International Conference on Internet and Web Applications and Services, 2009

A utility-based model to define the optimal data quality level in IT service offerings.

Cinzia Cappiello, Marco Comuzzi

Proceedings of the 17th European Conference on Information Systems, 2009

Describing and Verifying Monitoring Capabilities for SLA-Driven Service Based Systems.

Marco Comuzzi, George Spanoudakis

Proceedings of the Forum at the CAiSE 2009 Conference, 2009

2008

Pricing the quality of differentiated services for media-oriented real-time applications: A multi-attribute negotiation approach.

Marco Comuzzi, Chiara Francalanci, Paolo Giacomazzi

Comput. Networks, 2008

Semantic-Aware Service Quality Negotiation.

Marco Comuzzi, Kyriakos Kritikos, Pierluigi Plebani

Proceedings of the Towards a Service-Based Internet, 2008

Quality Contracts for Cooperative Services and Associated Resources.

Marco Comuzzi, Mariagrazia Fugini, Stefano Modafferi

Proceedings of the Business Process Management Workshops, 2008

2007

PAWS: A Framework for Executing Adaptive Web-Service Processes.

Danilo Ardagna, Marco Comuzzi, Enrico Mussi, Barbara Pernici, Pierluigi Plebani

IEEE Softw., 2007

A service-based infrastructure for advanced logistics.

Luciano Baresi, Daniele Braga, Marco Comuzzi, Filippo Pacifici, Pierluigi Plebani

Proceedings of the 2nd International Workshop on Service Oriented Software Engineering: in conjunction with the 6th ESEC/FSE joint meeting, 2007

Efficient Allocation Of Quality Improvement Efforts To Support The Definition Of Data Service Offerings.

Cinzia Cappiello, Marco Comuzzi

Proceedings of the 12th International Conference on Information Quality, 2007

On Automated Generation of Web Service Level Agreements.

Cinzia Cappiello, Marco Comuzzi, Pierluigi Plebani

Proceedings of the Advanced Information Systems Engineering, 19th International Conference, 2007

2005

Trade-off Based Negotiation of Traffic Conditioning and Service Level Agreements in Diffserv Networks.

Marco Comuzzi, Chiara Francalanci, Paolo Giacomazzi

J. Interconnect. Networks, 2005

Context Management for Adaptive Information Systems.

Cinzia Cappiello, Marco Comuzzi, Enrico Mussi, Barbara Pernici

Proceedings of the First International Workshop on Context for Web Services, 2005

A Broker for Selecting and Provisioning High Quality Syndicated Data.

Danilo Ardagna, Cinzia Cappiello, Marco Comuzzi, Chiara Francalanci, Barbara Pernici

Proceedings of the 2005 International Conference on Information Quality (MIT ICIQ Conference), 2005

The MAIS approach to web service design.

Marzia Adorni, Francesca Arcelli, Danilo Ardagna, Luciano Baresi, Carlo Batini, Cinzia Cappiello, Marco Comerio, Marco Comuzzi, Flavio De Paoli, Chiara Francalanci, Paolo Losi, Simone Grega, Andrea Maurino, Stefano Modafferi, Barbara Pernici, Claudia Raibulet, Francesco Tisato

Proceedings of the 10th International Workshop on Exploring Modeling Methods for Systems Analysis and Design, 2005

An Architecture for Flexible Web Service QoS Negotiation.

Marco Comuzzi, Barbara Pernici

Proceedings of the Ninth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2005), 2005

2004

Negotiation Support for Web Service Selection.

Marco Comuzzi, Barbara Pernici

Proceedings of the Technologies for E-Services, 5th International Workshop, 2004

Agent-based negotiation in cooperative processes: automatic support to underwriting insurance policies.

Marco Comuzzi, Chiara Francalanci

Proceedings of the 6th International Conference on Electronic Commerce, 2004