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MarcoComuzzi
Comuzzi, Marco

MarcoComuzzi

Department of Industrial Engineering(산업공학과)

  • Intelligent Enterprise Lab.
  • Website
Research Interests
business process management;management;ERP system;business network;enterprise systems;compliance;process monitoring;프로세스 마이닝;비즈니스 성과 관리;전사적 시스템;데이터마이닝
Lab Description
The Intelligent Enterprise (IEL) Lab focuses on engineering of solutions for efficient and effective "evidence-based" business process management. To do so, we work with process event logs, i.e., logs of information systems that contain "evidence" of the execution of tasks and decisions within a business process. In particular, we apply advanced machine learning techniques to extract knowledge from process event logs and use this knowledge to improve process execution. Recently, we are also interested in blockchain as a tool for re-engineering information exchange and process management across networks of collaborating parties. Specifically, we focus on extending blockchain systems (public and permissioned) to support the assessment of data quality of transaction payloads.
Researcher ID Research Gate ORCiD Scopus Google Scholar
Previous
Explaining the impact of design choices on model quality in predictive process monitoring File

Kim, Sungkyu , Comuzzi, Marco , Di Francescomarino, Chiara

Article Issue Date2024-10 View55
Explainable predictive process monitoring: a user evaluation File

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

Article Issue Date2024-10 View18
Predictive process monitoring: concepts, challenges, and future research directions File

Ceravolo, Paolo , Comuzzi, Marco , Weerdt, Jochen De , Di Francescomarino, Chiara , Maggi, Fabrizio Maria

Article Issue Date2024-09 View22
Combining blockchain and IoT for safe and transparent nuclear waste management: A prototype implementation File

Yessenbayev, Olzhas , Nguyen, Dung Chi Duy , Jeong, Taeseok , Kang, Ki Joon , Kim, Hee Reyoung , Ko, Jonghyeon , Park, Jin-Young , Roh, Myung-Sub , Comuzzi, Marco

Article Issue Date2024-05 View81
Process-Data Quality: The True Frontier of Process Mining File File

Ter Hofstede, Arthur H. M. , Koschmider, Agnes , Marrella, Andrea , Andrews, Robert , Fischer, Dominik A. , Sadeghianasl, Sareh , Wynn, Moe Thandar , Comuzzi, Marco , De Weerdt, Jochen , Goel, Kanika , et al

Article Issue Date2023-10 View71
A Systematic Review of Anomaly Detection for Business Process Event Logs File

Ko, Jonghyeon , Comuzzi, Marco

Article Issue Date2023-08 View57
Towards Customer Outcome Management in Smart Manufacturing File File

Grefen, Paul , Vanderfeesten, Irene , Wilbik, Anna , Comuzzi, Marco , Ludwig, Heiko , Serral, Estefania , Kuitems, Frank , Blanken, Menno , Pietrasik, Marcin

Article Issue Date2023-06 View55
The quantum threat to blockchain: summary and timeline analysis File

Schärer, Kai , Comuzzi, Marco

Article Issue Date2023-06 View65
Editorial: Blockchain for trusted information systems File

Meroni, Giovanni , Comuzzi, Marco , Köpke, Julius

Article Issue Date2023-06 View38
Leveraging a Heterogeneous Ensemble Learning for Outcome-Based Predictive Monitoring Using Business Process Event Logs File File

Tama, Bayu Adhi , Comuzzi, Marco

Article Issue Date2022-08 View69
Toward Quality-Aware Transaction Validation in Blockchains File

Comuzzi, Marco , Cappiello, Cinzia , Daniel, Florian , Meroni, Giovanni

Article Issue Date2022-07 View56
Exploring the Suitability of Rule-Based Classification to Provide Interpretability in Outcome-Based Process Predictive Monitoring File File

Lee, Suhwan , Comuzzi, Marco , Kwon, Nahyun

Article Issue Date2022-05 View63
Process mining for healthcare: Characteristics and challenges File File

Munoz-Gama, Jorge , Martin, Niels , Fernandez-Llatas, Carlos , Johnson, Owen A. , Sepulveda, Marcos , Helm, Emmanuel , Galvez-Yanjari, Victor , Comuzzi, Marco

Article Issue Date2022-03 View75
Encoding resource experience for predictive process monitoring File

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

Article Issue Date2022-02 View74
Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process events File

Ko, Jonghyeon , Comuzzi, Marco

Article Issue Date2022-02 View75
Assessing and improving measurability of process performance indicators based on quality of logs File

Cappiello, Cinzia , Comuzzi, Marco , Plebani, Pierluigi , Fim, Matheus

Article Issue Date2022-01 View75
A diagnostic framework for imbalanced classification in business process predictive monitoring File

Kim, Jongchan , Comuzzi, Marco

Article Issue Date2021-12 View77
Stability Metrics for Enhancing the Evaluation of Outcome-Based Business Process Predictive Monitoring File File

Kim, Jongchan , Comuzzi, Marco

Article Issue Date2021-10 View41
On the Need for Data Quality Assessment in Blockchains File

Comuzzi, Marco , Cappiello, Cinzia , Meroni, Giovanni

Article Issue Date2021-05 View50
Seven Paradoxes of Business Process Management in a Hyper-Connected World File

Beverungen, Daniel , Buijs, Joos C. A. M. , Becker, Joerg , Di Ciccio, Claudio , van der Aalst, Wil M. P. , Bartelheimer, Christian , vom Brocke, Jan , Comuzzi, Marco , Kraume, Karsten , Leopold, Henrik , et al

Article Issue Date2021-04 View61
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