Niels Martin

59 papers B 2C 2Misc 3Journal 29Unranked 21
YearRankTypeTitle / Venue / Authors
2025 J jnl
Getting the Data in Shape for Your Process Mining Analysis: An In-Depth Analysis of the Pre-Analysis Stage.
ACM Comput. Surv.
Shameer K. Pradhan, Mieke Jans, Niels Martin
2025 — conf
KRAFT - A Knowledge-Graph-Based Resource Allocation Framework.
BPM (RBPM, PT, and Educators Forum)
Leon Bein, Niels Martin, Luise Pufahl
2025 J jnl
KRAFT - A Knowledge-Graph-Based Resource Allocation Framework.
CoRR
Leon Bein, Niels Martin, Luise Pufahl
2025 J jnl
Process mining starts here: on expertise, exchange, and the gaps between.
Process Sci.
Shameer K. Pradhan, Mieke Jans, Niels Martin
2025 J jnl
Towards Multi-Faceted Visual Process Analytics.
Inf. Syst.
Stef van den Elzen, Mieke Jans, Niels Martin, Femke Pieters, Christian Tominski, Maria-Cruz Villa-Uriol, Sebastiaan J. van Zelst
2025 J jnl
Understanding the behavior of process mining analysts: a catalogue of exploratory process mining behaviors.
Process Sci.
Jessica Van Suetendael, Benoît Depaire, Mieke Jans, Niels Martin
2025 J jnl
Unveiling Use Cases for Human Resource Mining.
Bus. Inf. Syst. Eng.
Niels Martin, Iris Beerepoot
2025 J jnl
Unveiling real-world process-related problems in hospitals: a Delphi study.
Process Sci.
Joscha Grüger, Emmelien De Roock, Niels Martin, Filip Van Droogenbroeck, Ralph Bergmann
2025 — conf
Which Tables are Mine(able)?
BPMDS/EMMSAD@CAiSE
Shameer K. Pradhan, Mieke Jans, Niels Martin
2024 J jnl
An empirical evaluation of unsupervised event log abstraction techniques in process mining.
Inf. Syst.
Greg Van Houdt, Massimiliano de Leoni, Niels Martin, Benoît Depaire
2024 J jnl
Demystifying data governance for process mining: Insights from a Delphi study.
Inf. Manag.
Kanika Goel, Niels Martin, Arthur H. M. ter Hofstede
2024 — conf
Introduction to the Minitrack on Process Mining in Healthcare.
HICSS
Niels Martin, Mathias Weske, Luise Pufahl
2024 — conf
Process Mining Using Electronic Health Records Data - Quo Vadis? Reflections from Observing Nurses' Activities and Data Registration Behavior.
HICSS
Niels Martin, Isabeau Gielen, Jochen Bergs
2024 — conf
Towards an Ethogram of Exploratory Process Mining Behavior.
ICPM Workshops
Jessica Van Suetendael, Benoît Depaire, Mieke Jans, Niels Martin
2023 J jnl
AITIA-PM: Discovering the true causes of events in a process mining context.
Eng. Appl. Artif. Intell.
Greg Van Houdt, Niels Martin, Benoît Depaire
2023 — conf
From Insights to INTEL: Evaluating Process Mining Insights with Healthcare Professionals.
HICSS
Iris Beerepoot, Niels Martin, Jelmer Jan Koorn
2023 J jnl
ProDeM: A Process-Oriented Delphi Method for systematic asynchronous and consensual surgical process modelling.
Artif. Intell. Medicine
Fernanda Gonzalez-Lopez, Niels Martin, Rene de la Fuente, Victor Galvez-Yanjari, Javiera Guzmán, Eduardo Kattan, Marcos Sepúlveda, Jorge Munoz-Gama
2023 J jnl
Process-Data Quality: The True Frontier of Process Mining.
ACM J. Data Inf. Qual.
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
2023 — conf
Using Process Mining to Explore the Impact of Socio-economic Status on the Treatment of Musculoskeletal Disorders - A Case Study.
ICPM Workshops
Ruben Claus, Niels Martin, Esther R. C. Janssen, Gert Janssenswillen, Tim A. E. J. Boymans, Rob J. B. Vanwersch
2022 J jnl
DaQAPO: Supporting flexible and fine-grained event log quality assessment.
Expert Syst. Appl.
Niels Martin, Greg Van Houdt, Gert Janssenswillen
2022 J jnl
Innovative informatics methods for process mining in health care.
J. Biomed. Informatics
Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda
2022 B conf
Mining Statistical Relations for Better Decision Making in Healthcare Processes.
ICPM
Jelmer Jan Koorn, Xixi Lu, Henrik Leopold, Niels Martin, Sam Verboven, Hajo A. Reijers
2022 J jnl
Mining context-aware resource profiles in the presence of multitasking.
Artif. Intell. Medicine
Gerhardus A. W. M. van Hulzen, Chiao-Yun Li, Niels Martin, Sebastiaan J. van Zelst, Benoît Depaire
2022 — conf
Process Analysis with bupaR 0.5.0: What's New? (Extended Abstract).
ICPM Doctoral Consortium / Demo
Gerhardus A. W. M. van Hulzen, Gert Janssenswillen, Niels Martin, Benoît Depaire
2022 J jnl
Process mining for healthcare: Characteristics and challenges.
J. Biomed. Informatics
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
2022 J jnl
Process mining in healthcare - An updated perspective on the state of the art.
J. Biomed. Informatics
Emmelien De Roock, Niels Martin
2022 J jnl
Quality-Informed Process Mining: A Case for Standardised Data Quality Annotations.
ACM Trans. Knowl. Discov. Data
Kanika Goel, Sander J. J. Leemans, Niels Martin, Moe Thandar Wynn
2022 J jnl
Supporting capacity management decisions in healthcare using data-driven process simulation.
J. Biomed. Informatics
Gerhardus van Hulzen, Niels Martin, Benoît Depaire, Geert Souverijns
2022 — ch.
Using Process Mining in Healthcare.
Process Mining Handbook
Niels Martin, Nils Wittig, Jorge Munoz-Gama
2021 — conf
Combining the Clinical and Operational Perspectives in Heterogeneous Treatment Effect Inference in Healthcare Processes.
ICPM Workshops
Sam Verboven, Niels Martin
2021 J jnl
Detection of batch activities from event logs.
Inf. Syst.
Niels Martin, Luise Pufahl, Felix Mannhardt
2021 — conf
Looking Beyond Activity Labels: Mining Context-Aware Resource Profiles Using Activity Instance Archetypes.
BPM (Forum)
Gerhardus van Hulzen, Niels Martin, Benoît Depaire
2021 J jnl
Mining Batch Activation Rules from Event Logs.
IEEE Trans. Serv. Comput.
Niels Martin, Andreas Solti, Jan Mendling, Benoît Depaire, An Caris
2021 J jnl
Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study.
Bus. Inf. Syst. Eng.
Niels Martin, Dominik Andreas Fischer, Georgi Dimov Kerpedzhiev, Kanika Goel, Sander J. J. Leemans, Maximilian Röglinger, Wil M. P. van der Aalst, Marlon Dumas, Marcello La Rosa, Moe Thandar Wynn
2021 — conf
Root Cause Analysis in Process Mining with Probabilistic Temporal Logic.
ICPM Workshops
Greg Van Houdt, Benoît Depaire, Niels Martin
2020 — conf
Extensions to the bupaR Ecosystem: An Overview.
ICPM Doctoral Consortium / Tools
Gert Janssenswillen, Felix Mannhardt, Mathijs Creemers, Benoît Depaire, Mieke Jans, Leen Jooken, Niels Martin, Greg Van Houdt
2020 J jnl
Innovative informatics methods for process mining in health care.
J. Biomed. Informatics
Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda
2020 J jnl
Recommendations for enhancing the usability and understandability of process mining in healthcare.
Artif. Intell. Medicine
Niels Martin, Jochen De Weerdt, Carlos Fernández-Llatas, Avigdor Gal, Roberto Gatta, Gema Ibáñez, Owen A. Johnson, Felix Mannhardt, Luis Marco-Ruiz, Steven Mertens, Jorge Munoz-Gama, Fernando Seoane, Jan Vanthienen, Moe Thandar Wynn, David Baltar Boilève, Jochen Bergs, Mieke Joosten-Melis, Stijn Schretlen, Bram B. Van Acker
2020 J jnl
Retrieving the resource availability calendars of a process from an event log.
Inf. Syst.
Niels Martin, Benoît Depaire, An Caris, Dimitri Schepers
2020 — conf
The Need for Interactive Data-Driven Process Simulation in Healthcare: A Case Study.
ICPM Workshops
Gerhardus van Hulzen, Niels Martin, Benoît Depaire
2020 — conf
Unsupervised Event Abstraction in a Process Mining Context: A Benchmark Study.
ICPM Workshops
Greg Van Houdt, Benoît Depaire, Niels Martin
2019 — ch.
Data-Driven Process Simulation.
Encyclopedia of Big Data Technologies
Benoît Depaire, Niels Martin
2019 — conf
Interactive Data Cleaning for Process Mining: A Case Study of an Outpatient Clinic's Appointment System.
Business Process Management Workshops
Niels Martin, Antonio Martinez-Millana, Bernardo Valdivieso, Carlos Fernández-Llatas
2019 J jnl
Quality of input data in emergency department simulations: Framework and assessment techniques.
Simul. Model. Pract. Theory
Lien Vanbrabant, Niels Martin, Katrien Ramaekers, Kris Braekers
2018 Misc conf
A synthesized method for Conducting a Business Process simulation Study.
WSC
Niels Martin, Benoît Depaire, An Caris
2018 — conf
Batching vs. Non-batching in Business Processes.
EMISA
Luise Pufahl, Niels Martin
2018 J jnl
Batching vs. Non-batching in Business Processes.
EMISA Forum
Luise Pufahl, Niels Martin
2018 Misc conf
Bringing Students to Practice: Performing a Real-Life simulation Study in an introductory simulation Course.
WSC
Niels Martin
2018 — conf
Using Event Log Knowledge to Support Business Process Simulation Model Construction.
BPM (Dissertation/Demos/Industry)
Niels Martin
2018 — conf
Using Indoor Location System Data to Enhance the Quality of Healthcare Event Logs: Opportunities and Challenges.
Business Process Management Workshops
Niels Martin
2017 J jnl
Retrieving batch organisation of work insights from event logs.
Decis. Support Syst.
Niels Martin, Marijke Swennen, Benoît Depaire, Mieke Jans, An Caris, Koen Vanhoof
2016 — conf
Capturing Resource Behaviour From Event Logs.
SIMPDA
Marijke Swennen, Niels Martin, Gert Janssenswillen, Mieke Jans, Benoît Depaire, An Caris, Koen Vanhoof
2016 B conf
Retrieving Resource Availability Insights from Event Logs.
EDOC
Niels Martin, Frank Bax, Benoît Depaire, An Caris
2016 J jnl
The Use of Process Mining in Business Process Simulation Model Construction - Structuring the Field.
Bus. Inf. Syst. Eng.
Niels Martin, Benoît Depaire, An Caris
2015 — conf
Batch Processing: Definition and Event Log Identification.
SIMPDA
Niels Martin, Marijke Swennen, Benoît Depaire, Mieke Jans, An Caris, Koen Vanhoof
2015 — conf
Using Event Logs to Model Interarrival Times in Business Process Simulation.
Business Process Management Workshops
Niels Martin, Benoît Depaire, An Caris
2015 Misc conf
Using process mining to model interarrival times: investigating the sensitivity of the arpra framework.
WSC
Niels Martin, Benoît Depaire, An Caris
2014 C conf
Event log knowledge as a complementary simulation model construction input.
SIMULTECH
Niels Martin, Benoît Depaire, An Caris
2014 C conf
The use of process mining in a business process simulation context: Overview and challenges.
CIDM
Niels Martin, Benoît Depaire, An Caris