MARTIN, Niels

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Full Name
MARTIN, Niels
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niels.martin@uhasselt.be
 
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Publications

Results 21-40 of 71 (Search time: 0.006 seconds).

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Issue DateTitleContributor(s)TypeCat.
212022Combining the clinical and operational perspectives in heterogeneous treatment effect inference in healthcare processesVerboven, Sam; MARTIN, NielsProceedings PaperC1
222022Mining statistical relations for better decision making in healthcare processesKoorn, Jelmer J.; Lu, Xixi; Leopold, Henrik; MARTIN, Niels; Verboven, Sam; Reijers, Hajo A.Proceedings PaperC1
232022DaQAPO: Supporting flexible and fine-grained event log quality assessmentMARTIN, Niels; VAN HOUDT, Greg; JANSSENSWILLEN, GertJournal ContributionA1
242022Building Process-Oriented Data Science Solutions for Real-World HealthcareFernandez-Llatas, Carlos; MARTIN, Niels; Johnson, Owen; Sepulveda, Marcos; Helm, Emmanuel; Munoz-Gama, JorgeJournal ContributionA2
252022Quality-Informed Process Mining: A Case for Standardised Data Quality AnnotationsGoel, Kanika; Leemans, Sander J.J.; MARTIN, Niels; Wynn, Moe T.Journal ContributionA1
262022Process mining in healthcare – An updated perspective on the state of the artDE ROOCK, Emmelien; MARTIN, NielsJournal ContributionA1
272021Process Mining in HealthcareFernandez-Llatas, Carlos; Munoz-Gama, Jorge; MARTIN, Niels; Johnson, Owen; Sepulveda, Marcos; Helm, EmmanuelBook SectionB2
282021Data Quality in Process MiningMARTIN, NielsBook SectionB2
292021Looking Beyond Activity Labels: Mining Context-Aware Resource Profiles Using Activity Instance ArchetypesVAN HULZEN, Gerard; MARTIN, Niels; DEPAIRE, BenoitProceedings PaperC1
302021Mining batch activation rules from event logsMARTIN, Niels; Solti, Andreas; Mendling, Jan; DEPAIRE, Benoit; CARIS, AnJournal ContributionA1
312021Workaround mining in health information systemsvan der Waal, Wouter; van de Weerd, Inge; Beerepoot, Iris; MARTIN, Niels; Reijers, Hajo A.Conference MaterialC2
322021Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi StudyMARTIN, Niels; Fischer, Dominik A.; Kerpedzhiev, Georgi D.; Goel, Kanika; Leemans, Sander J. J.; Röglinger, Maximilian; van der Aalst, Wil M. P.; Dumas, Marlon; La Rosa, Marcello; Wynn, Moe T.Journal ContributionA1
332021Unsupervised Event Abstraction in a Process Mining Context: A Benchmark StudyVAN HOUDT, Greg; DEPAIRE, Benoit; MARTIN, NielsProceedings PaperC1
342021The Need for Interactive Data-Driven Process Simulation in Healthcare: A Case StudyVAN HULZEN, Gerard; MARTIN, Niels; DEPAIRE, BenoitProceedings PaperC1
352020Innovative informatics methods for process mining in health careMunoz-Gama, Jorge; MARTIN, Niels; Fernandez-Llatas, Carlos; Johnson, Owen; Sepúlveda, MarcosJournal ContributionA1
362020Towards more structured data quality assessment in the process mining field: the DaQAPO packageMARTIN, Niels; VAN HOUDT, Greg; JANSSENSWILLEN, GertProceedings PaperC2
372020What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position PaperGatta, Roberto; Vallati, Mauro; Fernandez-Llatas, Carlos; Martinez-Millana, Antonio; Orini, Stefania; Sacchi, Lucia; Lenkowicz, Jacopo; Marcos, Mar; Munoz-Gama, Jorge; Cuendet, Michel A.; de Bari, Berardino; Marco-Ruiz, Luis; Stefanini, Alessandro; Valero-Ramon, Zoe; Michielin, Olivier; Lapinskas, Tomas; Montvila, Antanas; MARTIN, Niels; Tavazzi, Erica; Castellano, MaurizioJournal ContributionA1
382020Detection of batch activities from event logsMARTIN, Niels; Pufahl, Luise; Mannhardt, FelixJournal ContributionA1
392020Patient flow data registration: A key barrier to the data-driven and proactive management of an emergency departmentMARTIN, Niels; BERGS, JochenJournal ContributionA2
402020Retrieving the resource availability calendars of a process from an event logMARTIN, Niels; DEPAIRE, Benoit; CARIS, An; SCHEPERS, DimitriJournal ContributionA1
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