MARTIN, Niels

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MARTIN, Niels
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niels.martin@uhasselt.be
 
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Publications

Results 1-20 of 58 (Search time: 0.006 seconds).

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Issue DateTitleContributor(s)TypeCat.
12022Building Process-Oriented Data Science Solutions for Real-World HealthcareFernandez-Llatas, Carlos; MARTIN, Niels; Johnson, Owen; Sepulveda, Marcos; Helm, Emmanuel; Munoz-Gama, JorgeJournal ContributionA2
22022Using Process Mining in HealthcareMARTIN, Niels; Wittig, Nils; Munoz-Gama, JorgeBook SectionB2
32022Combining the clinical and operational perspectives in heterogeneous treatment effect inference in healthcare processesVerboven, Sam; MARTIN, NielsProceedings PaperC1
42022Process Mining for Healthcare: Characteristics and ChallengesMunoz-Gama, Jorge; MARTIN, Niels; Fernandez-Llatas, Carlos; Johnson, Owen A.; Sepúlveda, 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; Fuente, Rene de la; Francescomarino, Chiara Di; Ciccio, Claudio Di; Gatta, Roberto; Ghidini, Chiara; Gonzalez-Lopez, Fernanda; Ibanez-Sanchez, Gema; Klasky, Hilda B.; Prima Kurniati, Angelina; Lu, Xixi; Mannhardt, Felix; Mans, Ronny; Marcos, Mar; Medeiros de Carvalho, Renata; 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; Weerd, Inge van de; van der Aalst, Wil M.P.; Vanwersch, Rob; Weske, Mathias; Wynn, Moe Thandar; Zerbato, FrancescaJournal ContributionA1
52022Process mining in healthcare – An updated perspective on the state of the artDE ROOCK, Emmelien; MARTIN, NielsJournal ContributionA1
62022Quality-Informed Process Mining: A Case for Standardised Data Quality AnnotationsGoel, Kanika; Leemans, Sander J.J.; MARTIN, Niels; Wynn, Moe T.Journal ContributionA1
72022DaQAPO: Supporting flexible and fine-grained event log quality assessmentMARTIN, Niels; VAN HOUDT, Greg; JANSSENSWILLEN, GertJournal ContributionA1
82022Innovative informatics methods for process mining in health careMunoz-Gama, Jorge; MARTIN, Niels; Fernandez-Llatas, Carlos; Johnson, Owen A.; Sepúlveda, MarcosJournal ContributionA2
92022Root Cause Analysis in Process Mining with Probabilistic Temporal LogicVAN HOUDT, Greg; DEPAIRE, Benoit; MARTIN, NielsProceedings PaperC1
102022Supporting Capacity Management Decisions in Healthcare using Data-Driven Process SimulationVAN HULZEN, Gerard; MARTIN, Niels; DEPAIRE, Benoit; SOUVERIJNS, GeertJournal ContributionA1
112022Mining statistical relations for better decision making in healthcare processesKoorn, Jelmer J.; Lu, Xixi; Leopold, Henrik; MARTIN, Niels; Verboven, Sam; Reijers, Hajo A.Proceedings PaperC1
122022Data-Driven Process SimulationDEPAIRE, Benoit; MARTIN, NielsBook SectionB2
132022Mining Context-Aware Resource Profiles in the Presence of MultitaskingVAN HULZEN, Gerard; LI, Chiao-Yun; MARTIN, Niels; VAN ZELST, Sebastiaan J.; DEPAIRE, BenoitJournal ContributionA1
142021Data Quality in Process MiningMARTIN, NielsBook SectionB2
152021Process Mining in HealthcareFernandez-Llatas, Carlos; Munoz-Gama, Jorge; MARTIN, Niels; Johnson, Owen; Sepulveda, Marcos; Helm, EmmanuelBook SectionB2
162021Workaround mining in health information systemsvan der Waal, Wouter; van de Weerd, Inge; Beerepoot, Iris; MARTIN, Niels; Reijers, Hajo A.Conference MaterialC2
172021Opportunities 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
182021Unsupervised Event Abstraction in a Process Mining Context: A Benchmark StudyVAN HOUDT, Greg; DEPAIRE, Benoit; MARTIN, NielsProceedings PaperC1
192021The Need for Interactive Data-Driven Process Simulation in Healthcare: A Case StudyVAN HULZEN, Gerard; MARTIN, Niels; DEPAIRE, BenoitProceedings PaperC1
202021Looking Beyond Activity Labels: Mining Context-Aware Resource Profiles Using Activity Instance ArchetypesVAN HULZEN, Gerard; MARTIN, Niels; DEPAIRE, BenoitProceedings PaperC1
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