Researcher
Niels MARTIN
- Keywords (Vrije Universiteit Brussel):Economics and applied economics
- Keywords (Hasselt University):Economics and applied economics
- Disciplines (Vrije Universiteit Brussel):General and logistic services, Natural sciences, Engineering and technology
- Disciplines (Hasselt University):Business information management, Mathematical and quantitative methods not elsewhere classified, Business administration, Workflow, process and database management
- See also: Niels Martin (Vrije Universiteit Brussel)
Affiliations
- Expertise Centre for Digital Media (Research Center)
Member
From1 Jan 2024 → Today - Quantitative Methods (Department)
Member
From1 Oct 2013 → Today - Business Informatics (Research group)
Member
From1 Oct 2013 → Today - Faculty of Business Economics (Faculty)
Member
From1 Oct 2013 → Today - Business technology and Operations (Department)
Member
From1 Feb 2021 → 30 Sep 2021 - Business technology and Operations (Department)
Member
From1 Feb 2021 → 30 Sep 2021 - Business technology and Operations (Department)
Member
From1 Oct 2020 → 20 Oct 2022 - Business technology and Operations (Department)
Member
From1 Oct 2020 → 31 Jan 2021 - Business technology and Operations (Department)
Member
From1 Jul 2020 → 2 Jul 2020 - Business technology and Operations (Department)
Member
From1 Jul 2020 → 2 Jul 2020
Projects
1 - 10 of 13
- HICSS-57: Process mining using Electronic Health Records data - quo vadis? Reflections from observing nurses' activities and data registration behaviorFrom3 Jan 2024 → 6 Jan 2024Funding: International Cooperation and Mobility
- Unlocking the power of automatically recorded task execution data to support nurses as they generate work organisation improvement ideas: novel methods and insightsFrom1 Jan 2024 → TodayFunding: FWO research project (including WEAVE projects)
- Process mining in healthcare from the perspective of healthcare professionalsFrom1 Oct 2023 → TodayFunding: National Bank of Belgium, BOF - projects
- Understanding and improving the interpretability of process mining outputsFrom16 Sep 2023 → TodayFunding: BOF - doctoral mandates
- Process Mining and Anomaly Detection in Financial AuditingFrom1 Feb 2022 → TodayFunding: BOF - doctoral mandates
- FWO WOG Process Mining - Expanding the horizonFrom1 Jan 2022 → TodayFunding: FWO scientific research network
- Logicare AI: AI as driver for more efficiency healthcare logistics processesFrom1 Oct 2021 → 30 Sep 2023Funding: Private funding of national origin - undefined, VLAIO - TETRA Colleges AI
- Providing hospitals with richer insights in their processes: an enhanced methodology for data-driven root-cause analysis using an improved event logFrom1 Oct 2019 → 30 Sep 2022Funding: FWO junior postdoctoral fellowship
- Interactive Data-Driven Process Simulation for Capacity Management in HealthcareFrom1 Sep 2019 → 31 Aug 2023Funding: BOF - doctoral mandates
- Event Data Analytics: Feature Engineering and Diagnostic Analysis in a Hybrid Data Source SettingFrom1 Sep 2019 → 11 Jan 2024Funding: BOF - doctoral mandates
Publications
1 - 10 of 55
- An empirical evaluation of unsupervised event log abstraction techniques in process mining(2024)
Authors: Greg VAN HOUDT, Massimiliano de Leoni, Niels MARTIN, Benoit DEPAIRE
- Process Mining Using Electronic Health Records Data - Quo Vadis? Reflections from Observing Nurses' Activities and Data Registration Behavior(2024)Series: Proceedings of the Annual Hawaii International Conference on System Sciences
Authors: Niels MARTIN, Isabeau GIELEN, Jochen BERGS
Pages: 3707 - 3716 - AITIA-PM: Discovering the true causes of events in a process mining context(2023)
Authors: Greg VAN HOUDT, Niels MARTIN, Benoit DEPAIRE
- From Insights to INTEL: Evaluating Process Mining Insights with Healthcare Professionals(2023)
Authors: Iris BEEREPOOT, Niels MARTIN, Jelmer KOORN
Pages: 3245 - 3254 - ProDeM: A Process-Oriented Delphi method for systematic asynchronous and consensual surgical process modelling(2023)
Authors: Fernanda Gonzalez-Lopez, Niels MARTIN, Rene de la Fuente, Victor Galvez-Yanjari, Javiera Guzmán, Eduardo Kattan, Marcos Sepúlveda, Jorge Munoz-Gama
- Process-Data Quality: The True Frontier of Process Mining(2023)
Authors: Arthur H. M. ter Hofstede, Agnes Koschmider, Andrea Marrella, Robert Andrews, Dominik A. Fischer, Sareh Sadeghianasl, Moe Thandar Wynn, Marco Comuzzi, Jochen De Weerdt, Kanika Goel, et al.
Pages: 1 - 21 - Leveraging Data-Driven Process Simulation to Support Capacity Management Decisions in Healthcare(2023)
Authors: Gerard VAN HULZEN, Niels MARTIN
Number of pages: 286 - Mining Context-Aware Resource Profiles in the Presence of Multitasking(2022)
Authors: Gerard VAN HULZEN, Chiao-Yun LI, Niels MARTIN, Sebastiaan J. VAN ZELST, Benoit DEPAIRE
- Supporting Capacity Management Decisions in Healthcare using Data-Driven Process Simulation(2022)
Authors: Gerard VAN HULZEN, Niels MARTIN, Benoit DEPAIRE, Geert SOUVERIJNS
- Data-Driven Process Simulation(2022)
Authors: Benoit DEPAIRE, Niels MARTIN
Pages: 1 - 9
Linked dataset
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