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 67 (Search time: 0.005 seconds).

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Issue DateTitleContributor(s)TypeCat.
12024An empirical evaluation of unsupervised event log abstraction techniques in process miningVAN HOUDT, Greg; de Leoni, Massimiliano; MARTIN, Niels; DEPAIRE, BenoitJournal ContributionA1
22024Process Mining Using Electronic Health Records Data - Quo Vadis? Reflections from Observing Nurses' Activities and Data Registration BehaviorMARTIN, Niels; GIELEN, Isabeau; BERGS, JochenProceedings PaperC1
32024From Script to Application. A bupaR Integration into PMApp for Interactive Process Mining ResearchTornero-Costa, Roberto; Fernandez-Llatas, Carlos; MARTIN, Niels; JANSSENSWILLEN, Gert; VAN HULZEN, GerardProceedings PaperC1
42023An Empirical Evaluation of Unsupervised Event Log Abstraction Techniques in Process MiningVAN HOUDT, Greg; de Leoni, Massimiliano; DEPAIRE, Benoit; MARTIN, NielsDatasetDS
52023From Insights to INTEL: Evaluating Process Mining Insights with Healthcare ProfessionalsBEEREPOOT, Iris; MARTIN, Niels; KOORN, JelmerProceedings PaperC1
62023Process-Data Quality: The True Frontier of Process Miningter 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; MARTIN, Niels; Soffer, PninaJournal ContributionA1
72023ProDeM: A Process-Oriented Delphi method for systematic asynchronous and consensual surgical process modellingGonzalez-Lopez, Fernanda; MARTIN, Niels; de la Fuente, Rene; Galvez-Yanjari, Victor; Guzmán, Javiera; Kattan, Eduardo; Sepúlveda, Marcos; Munoz-Gama, JorgeJournal ContributionA1
82023AITIA-PM: Discovering the true causes of events in a process mining contextVAN HOUDT, Greg; MARTIN, Niels; DEPAIRE, BenoitJournal ContributionA1
92022Innovative informatics methods for process mining in health careMunoz-Gama, Jorge; MARTIN, Niels; Fernandez-Llatas, Carlos; Johnson, Owen A.; Sepúlveda, MarcosJournal ContributionA2
102022Combining the clinical and operational perspectives in heterogeneous treatment effect inference in healthcare processesVerboven, Sam; MARTIN, NielsProceedings PaperC1
112022Process mining in healthcare – An updated perspective on the state of the artDE ROOCK, Emmelien; MARTIN, NielsJournal ContributionA1
122022Mining Context-Aware Resource Profiles in the Presence of MultitaskingVAN HULZEN, Gerard; LI, Chiao-Yun; MARTIN, Niels; VAN ZELST, Sebastiaan J.; DEPAIRE, BenoitJournal ContributionA1
132022Process Analysis with bupaR 0.5.0: What's New?VAN HULZEN, Gerard; JANSSENSWILLEN, Gert; MARTIN, Niels; DEPAIRE, BenoitProceedings PaperC1
142022Root Cause Analysis in Process Mining with Probabilistic Temporal LogicVAN HOUDT, Greg; DEPAIRE, Benoit; MARTIN, NielsProceedings PaperC1
152022Data-Driven Process SimulationDEPAIRE, Benoit; MARTIN, NielsBook SectionB2
162022Building Process-Oriented Data Science Solutions for Real-World HealthcareFernandez-Llatas, Carlos; MARTIN, Niels; Johnson, Owen; Sepulveda, Marcos; Helm, Emmanuel; Munoz-Gama, JorgeJournal ContributionA2
172022Process 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
182022Supporting Capacity Management Decisions in Healthcare using Data-Driven Process SimulationVAN HULZEN, Gerard; MARTIN, Niels; DEPAIRE, Benoit; SOUVERIJNS, GeertJournal ContributionA1
192022Mining statistical relations for better decision making in healthcare processesKoorn, Jelmer J.; Lu, Xixi; Leopold, Henrik; MARTIN, Niels; Verboven, Sam; Reijers, Hajo A.Proceedings PaperC1
202022Quality-Informed Process Mining: A Case for Standardised Data Quality AnnotationsGoel, Kanika; Leemans, Sander J.J.; MARTIN, Niels; Wynn, Moe T.Journal ContributionA1
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