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Niels Martin

Hasselt University

18H-index
84Paper Count
1.4KCitation Count
Published Papers 22
Publication Date
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Investigating the (mis)match between electronic health records and actual nursing work: An observational study
errInternational Journal of Nursing Studies
IF7.1
err2025-12-11
err0
PREAI
errAn Vanthienen; Niels Martin; Benoît Depaire
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Getting the Data in Shape for Your Process Mining Analysis: An In-Depth Analysis of the Pre-Analysis Stage
errACM COMPUTING SURVEYS
IF28
err2025-02-10
err0
PREAI
errPradhan, SK; Jans, M; Martin, N
errShare
errSave
Unveiling Use Cases for Human Resource Mining
errBUSINESS & INFORMATION SYSTEMS ENGINEERING
IF10.4
err2024-08-29
err0
PREAI
errMartin, Niels; Beerepoot, Iris
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errSave
An empirical evaluation of unsupervised event log abstraction techniques in process mining
errenterprise information systems
IF3.4
err2024-03-01
err1
PREAI
errVan Houdt, Greg; de Leoni, Massimiliano; Martin, Niels; Depaire, Benoit
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errSave
ProDeM: A Process-Oriented Delphi Method for systematic asynchronous and consensual surgical process modelling
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2023-01-01
err2
PREAI
errGonzalez-Lopez, Fernanda; Martin, Niels; de la Fuente, Rene; Galvez-Yanjari, Victor; Guzman, Javiera; Kattan, Eduardo; Sepulveda, Marcos; Munoz-Gama, Jorge
errShare
errSave
Mining context-aware resource profiles in the presence of multitasking
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2022-12-01
err6
PREAI
errvan Hulzen, Gerhardus A. W. M.; Li, Chiao-Yun; Martin, Niels; van Zelst, Sebastiaan J.; Depaire, Benoit
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errSave
Innovative informatics methods for process mining in health care
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2022-10-01
err0
errOAAI
errMunoz-Gama, Jorge; Martin, Niels; Fernandez-Llatas, Carlos; Johnson, Owen A.; Sepulveda, Marcos
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errSave
Supporting capacity management decisions in healthcare using data-driven process simulation
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2022-05-01
err14
errOAAI
errvan Hulzen, Gerhardus; Martin, Niels; Depaire, Benoit; Souverijns, Geert
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errSave
Quality-Informed Process Mining: A Case for Standardised Data Quality Annotations
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2022-04-05
err6
PREAI
errGoel, Kanika; Leemans, Sander J. J.; Martin, Niels; Wynn, Moe T.
errShare
errSave
DaQAPO: Supporting flexible and fine-grained event log quality assessment
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-04-01
err5
PREAI
errMartin, Niels; Van Houdt, Greg; Janssenswillen, Gert
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errSave
Process mining for healthcare: Characteristics and challenges
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2022-03-01
err140
errOAAI
errMunoz-Gama, Jorge; Martin, Niels; Fernandez-Llatas, Carlos; Johnson, Owen A.; Sepulveda, Marcos; Helm, Emmanuel; Galvez-Yanjari, Victor; Rojas, Eric; Martinez-Millana, Antonio; Aloini, Davide; Amantea, Ilaria Angela; Andrews, Robert; Arias, Michael; Beerepoot, Iris; Benevento, Elisabetta; Burattin, Andrea; Capurro, Daniel; Carmona, Josep; Comuzzi, Marco; Dalmas, Benjamin; de la Fuente, Rene; Di Francescomarino, Chiara; Di Ciccio, Claudio; Gatta, Roberto; Ghidini, Chiara; Gonzalez-Lopez, Fernanda; Ibanez-Sanchez, Gema; Klasky, Hilda B.; Kurniati, Angelina Prima; Lu, Xixi; Mannhardt, Felix; Mans, Ronny; Marcos, Mar; de Carvalho, Renata Medeiros; Pegoraro, Marco; Poon, Simon K.; Pufahl, Luise; Reijers, Hajo A.; Remy, Simon; Rinderle-Ma, Stefanie; Sacchi, Lucia; Seoane, Fernando; Song, Minseok; Stefanini, Alessandro; Sulis, Emilio; ter Hofstede, Arthur H. M.; Toussaint, Pieter J.; Traver, Vicente; Valero-Ramon, Zoe; van de Weerd, Inge; van der Aalst, Wil M. P.; Vanwersch, Rob; Weske, Mathias; Wynn, Moe Thandar; Zerbato, Francesca
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errSave
Process mining in healthcare-An updated perspective on the state of the art
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2022-03-01
err40
errOAAI
errDe Roock, Emmelien; Martin, Niels
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errSave
Mining Batch Activation Rules from Event Logs
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2021-11-01
err9
PREAI
errMartin, Niels; Solti, Andreas; Mendling, Jan; Depaire, Benoit; Caris, An
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errSave
Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study
errBUSINESS & INFORMATION SYSTEMS ENGINEERING
IF10.4
err2021-10-11
err50
errOAAI
errMartin, Niels; Fischer, Dominik A.; Kerpedzhiev, Georgi D.; Goel, Kanika; Leemans, Sander J. J.; Roeglinger, Maximilian; van der Aalst, Wil M. P.; Dumas, Marlon; La Rosa, Marcello; Wynn, Moe T.
errShare
errSave
Detection of batch activities from event logs
errenterprise information systems
IF3.4
err2021-01-01
err21
errOAAI
errMartin, Niels; Pufahl, Luise; Mannhardt, Felix
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errSave
Recommendations for enhancing the usability and understandability of process mining in healthcare
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2020-09-01
err45
errOAAI
errMartin, Niels; De Weerdt, Jochen; Fernandez-Llatas, Carlos; Gal, Avigdor; Gatta, Roberto; Ibanez, Gema; Johnson, Owen; Mannhardt, Felix; Marco-Ruiz, Luis; Mertens, Steven; Munoz-Gama, Jorge; Seoane, Fernando; Vanthienen, Jan; Wynn, Moe Thandar; Boileve, David Baltar; Bergs, Jochen; Joosten-Melis, Mieke; Schretlen, Stijn; Van Acker, Bart
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errSave
Retrieving the resource availability calendars of a process from an event log
errenterprise information systems
IF3.4
err2020-02-01
err20
PREAI
errMartin, Niels; Depaire, Benoit; Caris, An; Schepers, Dimitri
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errSave
Quality of input data in emergency department simulations: Framework and assessment techniques
errSIMULATION MODELLING PRACTICE AND THEORY
IF4.6
err2019-02-01
err34
PREAI
errVanbrabant, Lien; Martin, Niels; Ramaekers, Katrien; Braekers, Kris
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errSave
Horizontal collaboration in logistics: decision framework and typology
erroperations management
IF5.3
err2018-03-22
err29
PREAI
errMartin, Niels; Verdonck, Lotte; Caris, An; Depaire, BenoIt
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errSave
Affordances and limitations of learning analytics for computer-assisted language learning: a case study of the VITAL project
errCOMPUTER ASSISTED LANGUAGE LEARNING
IF6.6
err2018-01-05
err37
errOAAI
errGelan, Anouk; Fastre, Greet; Verjans, Martine; Martin, Niels; Janssenswillen, Gert; Creemers, Mathijs; Lieben, Jonas; Depaire, Benoit; Thomas, Michael
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
W
Wil M. P. van der Aalst
H-index: 145 · Papers: 1.7K
M
Marlon Dumas
H-index: 77 · Papers: 615
J
Jan Mendling
H-index: 74 · Papers: 711
A
Arthur H. M. ter Hofstede
H-index: 71 · Papers: 434
H
Hajo A. Reijers
H-index: 65 · Papers: 476
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