|
| | Issue Date | Title | Contributor(s) | Type | Cat. |
| 1 | 2024 | An empirical evaluation of unsupervised event log abstraction techniques in process mining | VAN HOUDT, Greg; de Leoni, Massimiliano; MARTIN, Niels; DEPAIRE, Benoit | Journal Contribution | A1 |
| 2 | 2024 | Process Mining Using Electronic Health Records Data - Quo Vadis? Reflections from Observing Nurses' Activities and Data Registration Behavior | MARTIN, Niels; GIELEN, Isabeau; BERGS, Jochen | Proceedings Paper | C1 |
| 3 | 2024 | From Script to Application. A bupaR Integration into PMApp for Interactive Process Mining Research | Tornero-Costa, Roberto; Fernandez-Llatas, Carlos; MARTIN, Niels; JANSSENSWILLEN, Gert; VAN HULZEN, Gerard | Proceedings Paper | C1 |
| 4 | 2023 | An Empirical Evaluation of Unsupervised Event Log Abstraction Techniques in Process Mining | VAN HOUDT, Greg; de Leoni, Massimiliano; DEPAIRE, Benoit; MARTIN, Niels | Dataset | DS |
| 5 | 2023 | From Insights to INTEL: Evaluating Process Mining Insights with Healthcare Professionals | BEEREPOOT, Iris; MARTIN, Niels; KOORN, Jelmer | Proceedings Paper | C1 |
| 6 | 2023 | Process-Data Quality: The True Frontier of Process Mining | ter 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, Pnina | Journal Contribution | A1 |
| 7 | 2023 | ProDeM: A Process-Oriented Delphi method for systematic asynchronous and consensual surgical process modelling | Gonzalez-Lopez, Fernanda; MARTIN, Niels; de la Fuente, Rene; Galvez-Yanjari, Victor; Guzmán, Javiera; Kattan, Eduardo; Sepúlveda, Marcos; Munoz-Gama, Jorge | Journal Contribution | A1 |
| 8 | 2023 | AITIA-PM: Discovering the true causes of events in a process mining context | VAN HOUDT, Greg; MARTIN, Niels; DEPAIRE, Benoit | Journal Contribution | A1 |
| 9 | 2022 | Innovative informatics methods for process mining in health care | Munoz-Gama, Jorge; MARTIN, Niels; Fernandez-Llatas, Carlos; Johnson, Owen A.; Sepúlveda, Marcos | Journal Contribution | A2 |
| 10 | 2022 | Combining the clinical and operational perspectives in heterogeneous treatment effect inference in healthcare processes | Verboven, Sam; MARTIN, Niels | Proceedings Paper | C1 |
| 11 | 2022 | Process mining in healthcare – An updated perspective on the state of the art | DE ROOCK, Emmelien; MARTIN, Niels | Journal Contribution | A1 |
| 12 | 2022 | Mining Context-Aware Resource Profiles in the Presence of Multitasking | VAN HULZEN, Gerard; LI, Chiao-Yun; MARTIN, Niels; VAN ZELST, Sebastiaan J.; DEPAIRE, Benoit | Journal Contribution | A1 |
| 13 | 2022 | Process Analysis with bupaR 0.5.0: What's New? | VAN HULZEN, Gerard; JANSSENSWILLEN, Gert; MARTIN, Niels; DEPAIRE, Benoit | Proceedings Paper | C1 |
| 14 | 2022 | Root Cause Analysis in Process Mining with Probabilistic Temporal Logic | VAN HOUDT, Greg; DEPAIRE, Benoit; MARTIN, Niels | Proceedings Paper | C1 |
| 15 | 2022 | Data-Driven Process Simulation | DEPAIRE, Benoit; MARTIN, Niels | Book Section | B2 |
| 16 | 2022 | Building Process-Oriented Data Science Solutions for Real-World Healthcare | Fernandez-Llatas, Carlos; MARTIN, Niels; Johnson, Owen; Sepulveda, Marcos; Helm, Emmanuel; Munoz-Gama, Jorge | Journal Contribution | A2 |
| 17 | 2022 | Process Mining for Healthcare: Characteristics and Challenges | Munoz-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, Francesca | Journal Contribution | A1 |
| 18 | 2022 | Supporting Capacity Management Decisions in Healthcare using Data-Driven Process Simulation | VAN HULZEN, Gerard; MARTIN, Niels; DEPAIRE, Benoit; SOUVERIJNS, Geert | Journal Contribution | A1 |
| 19 | 2022 | Mining statistical relations for better decision making in healthcare processes | Koorn, Jelmer J.; Lu, Xixi; Leopold, Henrik; MARTIN, Niels; Verboven, Sam; Reijers, Hajo A. | Proceedings Paper | C1 |
| 20 | 2022 | Quality-Informed Process Mining: A Case for Standardised Data Quality Annotations | Goel, Kanika; Leemans, Sander J.J.; MARTIN, Niels; Wynn, Moe T. | Journal Contribution | A1 |
| 21 | 2022 | Using Process Mining in Healthcare | MARTIN, Niels; Wittig, Nils; Munoz-Gama, Jorge | Book Section | B2 |
| 22 | 2022 | DaQAPO: Supporting flexible and fine-grained event log quality assessment | MARTIN, Niels; VAN HOUDT, Greg; JANSSENSWILLEN, Gert | Journal Contribution | A1 |
| 23 | 2021 | Workaround mining in health information systems | van der Waal, Wouter; van de Weerd, Inge; Beerepoot, Iris; MARTIN, Niels; Reijers, Hajo A. | Conference Material | C2 |
| 24 | 2021 | Process Mining in Healthcare | Fernandez-Llatas, Carlos; Munoz-Gama, Jorge; MARTIN, Niels; Johnson, Owen; Sepulveda, Marcos; Helm, Emmanuel | Book Section | B2 |
| 25 | 2021 | Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study | MARTIN, 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 Contribution | A1 |
| 26 | 2021 | Data Quality in Process Mining | MARTIN, Niels | Book Section | B2 |
| 27 | 2021 | Looking Beyond Activity Labels: Mining Context-Aware Resource Profiles Using Activity Instance Archetypes | VAN HULZEN, Gerard; MARTIN, Niels; DEPAIRE, Benoit | Proceedings Paper | C1 |
| 28 | 2021 | Mining batch activation rules from event logs | MARTIN, Niels; Solti, Andreas; Mendling, Jan; DEPAIRE, Benoit; CARIS, An | Journal Contribution | A1 |
| 29 | 2021 | The Need for Interactive Data-Driven Process Simulation in Healthcare: A Case Study | VAN HULZEN, Gerard; MARTIN, Niels; DEPAIRE, Benoit | Proceedings Paper | C1 |
| 30 | 2021 | Unsupervised Event Abstraction in a Process Mining Context: A Benchmark Study | VAN HOUDT, Greg; DEPAIRE, Benoit; MARTIN, Niels | Proceedings Paper | C1 |
| 31 | 2020 | Patient flow data registration: A key barrier to the data-driven and proactive management of an emergency department | MARTIN, Niels; BERGS, Jochen | Journal Contribution | A2 |
| 32 | 2020 | What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position Paper | Gatta, 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, Maurizio | Journal Contribution | A1 |
| 33 | 2020 | Recommendations for enhancing the usability and understandability of process mining in healthcare | MARTIN, Niels; De Weerdt, Jochen; Fernández-Llatas, Carlos; Gal, Avigdor; Gatta, Roberto; Ibáñez, Gema; Johnson, Owen; Mannhardt, Felix; Marco-Ruiz, Luis; Mertens , Steven; Munoz-Gama, Jorge; Seoane, Fernando; Vanthienen, Jan; Wynn, Moe Thandar; Boilève, David Baltar; BERGS, Jochen; Joosten-Melis, Mieke; Schretlen, Stijn; Van Acker , Bart | Journal Contribution | A1 |
| 34 | 2020 | Detection of batch activities from event logs | MARTIN, Niels; Pufahl, Luise; Mannhardt, Felix | Journal Contribution | A1 |
| 35 | 2020 | Innovative informatics methods for process mining in health care | Munoz-Gama, Jorge; MARTIN, Niels; Fernandez-Llatas, Carlos; Johnson, Owen; Sepúlveda, Marcos | Journal Contribution | A1 |
| 36 | 2020 | Towards more structured data quality assessment in the process mining field: the DaQAPO package | MARTIN, Niels; VAN HOUDT, Greg; JANSSENSWILLEN, Gert | Proceedings Paper | C2 |
| 37 | 2020 | Extensions to the bupaR ecosystem: An overview | JANSSENSWILLEN, Gert; Mannhardt, Felix; CREEMERS, Mathijs; DEPAIRE, Benoit; JANS, Mieke; JOOKEN, Leen; MARTIN, Niels; VAN HOUDT, Greg | Proceedings Paper | C1 |
| 38 | 2020 | Retrieving the resource availability calendars of a process from an event log | MARTIN, Niels; DEPAIRE, Benoit; CARIS, An; SCHEPERS, Dimitri | Journal Contribution | A1 |
| 39 | 2019 | Operations research & simulation: a case study | BRAEKERS, Kris; VANBRABANT, Lien; RAMAEKERS, Katrien; MARTIN, Niels; VAN NIEUWENHUYSE, Inneke | Conference Material | C2 |
| 40 | 2019 | Quality of input data in emergency department simulations: Framework and assessment techniques | VANBRABANT, Lien; MARTIN, Niels; RAMAEKERS, Katrien; BRAEKERS, Kris | Journal Contribution | A1 |
| 41 | 2019 | Using indoor location system data to enhance the quality of healthcare event logs: opportunities and challenges | MARTIN, Niels | Proceedings Paper | C1 |
| 42 | 2019 | First International Workshop on Process-Oriented Data Science for Health Care (PODS4H) | Munoz-Gama, Jorge; Fernandez-Llatas, Carlos; MARTIN, Niels; Johnson, Owen | Proceedings Paper | C1 |
| 43 | 2019 | Interactive Data Cleaning for Process Mining: A Case Study of an Outpatient Clinic’s Appointment System | MARTIN, Niels; Martinez-Millana, Antonio; Valdivieso, Bernardo; Fernández-Llatas, Carlos | Proceedings Paper | C1 |
| 44 | 2019 | Second International Workshop on Process-Oriented Data Science for Healthcare (PODS4H19) | Munoz-Gama, Jorge; Fernandez-Llatas, Carlos; MARTIN, Niels; Johnson, Owen | Proceedings Paper | C1 |
| 45 | 2018 | Input data quality assessment in the context of emergency department simulations | VANBRABANT, Lien; MARTIN, Niels; RAMAEKERS, Katrien; BRAEKERS, Kris | Conference Material | C2 |
| 46 | 2018 | Bringing students to practice: performing a real-life simulation study in an introductory simulation course | MARTIN, Niels | Proceedings Paper | C1 |
| 47 | 2018 | Using event log knowledge to support business process simulation model construction | MARTIN, Niels | Proceedings Paper | C1 |
| 48 | 2018 | Batching vs. non-batching in business processes: Challenges with regards to Batch Activities in Business Processes | Pufahl, Luise; MARTIN, Niels | Proceedings Paper | C1 |
| 49 | 2018 | Horizontal collaboration in logistics: decision framework and typology | MARTIN, Niels; VERDONCK, Lotte; CARIS, An; DEPAIRE, Benoit | Journal Contribution | A1 |
| 50 | 2018 | Data-driven process simulation | DEPAIRE, Benoit; MARTIN, Niels | Book Section | B2 |
| 51 | 2018 | A synthesized method for conducting a business process simulation study | MARTIN, Niels; DEPAIRE, Benoit; CARIS, An | Proceedings Paper | C1 |
| 52 | 2018 | Affordances and limitations of learning analytics for computer-assisted language learning: a case study of the VITAL project | GELAN, Anouk; Fastré, Greet; VERJANS, Martine; MARTIN, Niels; JANSSENSWILLEN, Gert; CREEMERS, Mathijs; LIEBEN, Jonas; DEPAIRE, Benoit; Thomas, Michael | Journal Contribution | A1 |
| 53 | 2018 | Developing an emergency department crowding dashboard: a design science approach | MARTIN, Niels; BERGS, Jochen; Eerdekens, Dorien; DEPAIRE, Benoit; Verelst, Sandra | Journal Contribution | A1 |
| 54 | 2017 | Quality assessment of input data for emergency department simulation | VANBRABANT, Lien; MARTIN, Niels; RAMAEKERS, Katrien; BRAEKERS, Kris | Proceedings Paper | C1 |
| 55 | 2017 | Using event log knowledge to support business process simulation model construction | MARTIN, Niels | Theses and Dissertations | T1 |
| 56 | 2017 | Retrieving batch organisation of work insights from event logs | MARTIN, Niels; SWENNEN, Marijke; DEPAIRE, Benoit; JANS, Mieke; CARIS, An; VANHOOF, Koen | Journal Contribution | A1 |
| 57 | 2016 | Analyzing customer interactions at the Dutch Employee Insurance Agency | JANSSENSWILLEN, Gert; CREEMERS, Mathijs; JOUCK, Toon; MARTIN, Niels; SWENNEN, Marijke | Conference Material | C2 |
| 58 | 2016 | Capturing resource behaviour from event logs | SWENNEN, Marijke; MARTIN, Niels; JANSSENSWILLEN, Gert; JANS, Mieke; DEPAIRE, Benoit; CARIS, An; VANHOOF, Koen | Proceedings Paper | C1 |
Loading...
5
0
5
0
false