Student theses
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Process mining for semi-structured log entries
Vugs, L. D. M. (Author), Fahland, D. (Supervisor 1), Dijkman, R. M. (Supervisor 2) & Scheepens, R. J. (External coach), 31 Jul 2020Student thesis: Master
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Process Mining on Event Graph Databases: Exploratory Case Study on an ITIL Incident Analysis
Türkyılmaz, P. (Author), Fahland, D. (Supervisor 1), 28 Aug 2020Student thesis: Master
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Providing Insights into the Impact of Service Processes on Customer Satisfaction
Schumacher, E. H. C. (Author), van Dongen, B. F. (Supervisor 1) & Stone, E. J. G. (External coach), 26 May 2021Student thesis: Master
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Quantification of Re-identification Risk in Published Process Models
Maatouk, K. (Author), Mannhardt, F. (Supervisor 1), 4 Sept 2021Student thesis: Master
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Quantitative estimates for recurrence rarity using a Markovian approach
van Cauter, Z. M. (Author), Fahland, D. (Supervisor 1), 2019Student thesis: Bachelor
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Reducing fruit grading annotation time with a Multi Fruit Segmentation AI and unsupervised Coreset Selection
van Schalm, R. (Author), de Campos, C. (Supervisor 1), Stox, H. P. E. (External coach), van de Laak, L. (External coach) & Mannhardt, F. (Supervisor 2), 9 Aug 2024Student thesis: Master
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Resource Activity Prediction in Event Logs
van de Luijtgaarden, T. (Author), van Dongen, B. F. (Supervisor 1), 2022Student thesis: Bachelor
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Revisiting Token-based Animation: Using Model Layout to Support Understanding of Data
Subedi, H. S. (Author), Mannhardt, F. (Supervisor 1), 20 Dec 2021Student thesis: Master
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Rework Prediction Using Event Logs
Bareman, R. (Author), van Dongen, B. F. (Supervisor 1), Dijkman, R. M. (Supervisor 2) & Althuizen, M. (External coach), 19 Feb 2020Student thesis: Master
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Route and Performance Analysis of Multi-Item Processes in Warehouse Automation Systems
Homvanish, S. (Author), Fahland, D. (Supervisor 1), van den Dungen, E. (External coach), Bernard, H. F. (External coach) & Verhaegh, K. W. (External coach), 28 Aug 2020Student thesis: Master
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Smart Journey Mining
Stoev, S. S. (Author), Mannhardt, F. (Supervisor 1), 28 Feb 2022Student thesis: Bachelor
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Supporting job quality in manufacturing from a run-time process management perspective
Jonkmans, E. M. L. (Author), Vanderfeesten, I. T. P. (Supervisor 1), Traganos, K. (Supervisor 2), Fahland, D. (Supervisor 2), van Dijk, W. (External coach) & Douwes, M. (External coach), 18 Jul 2020Student thesis: Master
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Synopses for discovering sequential patterns in streaming data
Varumbudy, K. (Author), Papapetrou, O. (Supervisor 1), Punter, W. R. (Supervisor 2) & Mannhardt, F. (Supervisor 2), 8 Sept 2023Student thesis: Master
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System-Level Cascade Detection
van Thoor, J. (Author), Fahland, D. (Supervisor 1), 28 Oct 2021Student thesis: Master
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Tagging Non-Conformance
Chirvăsuţă, T. (Author), van Dongen, B. F. (Supervisor 1), Scheepens, R. J. (External coach), Paulovich, F. (Supervisor 2) & Mennens, R. J. P. (External coach), 21 Oct 2022Student thesis: Master
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The Effects of Wait Time on Redos and Vice Versa in a Production Process
Moviat, K. L. (Author), Sidorova, N. (Supervisor 1) & Sommers, D. (Supervisor 2), 19 Jan 2024Student thesis: Bachelor
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The Impact of Crowding on Overstaying Patients in the Emergency Department
Babani, R. N. (Author), Medeiros de Carvalho, R. (Supervisor 1), Jun 2023Student thesis: Bachelor
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The Influence of Model Sparsity on the Understandability of Business Process Models
Simons, E. H. (Author), Türetken, O. (Supervisor 1), Reijers, H. A. (Supervisor 2) & Vanderfeesten, I. T. P. (Supervisor 2), 27 Mar 2020Student thesis: Master
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The productivity of employees throughout their working day
Boomkamp, N. (Author), van Dongen, B. (Supervisor 1), Jan 2022Student thesis: Bachelor
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The Smart User Journey Mining: A smart customer journey analysis
Natário de Mascarenhas Grade, I. (Author), Mannhardt, F. (Supervisor 1), Feb 2022Student thesis: Bachelor
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The use of a siamese network to learn patients’ care acuity similarities
Fonseca, L. A. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Luime, J. J. (External coach), 31 Aug 2023Student thesis: Master
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The use of linguistic summarization in a clinical protocol improvement context: a case study on a ICU glucose control protocol
Veens, M. M. A. (Author), Wilbik, A. M. (Supervisor 1), Fahland, D. (Supervisor 2), Vanderfeesten, I. T. P. (Supervisor 2), Bergmans, D. C. J. J. (External coach), Heines, S. J. H. (External coach) & van Mook, W. (External coach), 28 Jan 2021Student thesis: Master
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Timed Anti-Alignments for Acyclic Marked Graphs
Bavaro, S. (Author), van Dongen, B. F. (Supervisor 1), Chatain, T. (External coach) & Papapetrou, O. (Supervisor 2), 26 Aug 2024Student thesis: Master
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Time Till Next Customer Touch Point Prediction for Timing Hotel Marketing Campaigns Using an Explainable Machine Learning Framework
van den Berg, N. T. J. (Author), Hassani, M. (Supervisor 1) & Baumann, T. (External coach), 20 Nov 2023Student thesis: Master
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Topic modeling for unstructured text survey responses: Exploring methods for processing survey responses from the financial industry
Zhang, L. (Author), Sidorova, N. (Supervisor 1), Menkovski, V. (Supervisor 2) & Cao, X. (External coach), 18 Oct 2021Student thesis: Master
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Towards an Analysis of Productivity in Software Development
Coremans, B. (Author), Chaudron, M. R. V. (Supervisor 1), Verhoeff, T. (Supervisor 2) & Fahland, D. (Supervisor 2), 21 Nov 2022Student thesis: Master
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Towards Faster Answer Graphs
van Merle, J. (Author), Yakovets, N. (Supervisor 1), Fahland, D. (Supervisor 2) & van de Wall, A. A. G. (Supervisor 2), 30 Nov 2023Student thesis: Master
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Towards leveraging surgery clusters in hospital operating room scheduling
Jochems, J. A. J. L. (Author), Fahland, D. (Supervisor 1), Hess, S. (Supervisor 2), Roubos, D. (External coach) & Quanjel, R. (External coach), 22 Jul 2021Student thesis: Master
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Towards the Explanation of Bayesian Neural Networks
Bykov, K. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Müller, K.-R. (External coach), 12 Aug 2020Student thesis: Master
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Transferring transformers: How Transfer learning translates to suffix prediction on event logs
van Luijken, M. F. A. C. (Author), Mannhardt, F. (Supervisor 1) & Ketykó, I. (Supervisor 2), 19 Jun 2022Student thesis: Bachelor
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Understanding and Improving LSTM Neural Network Based Predictive Process Monitoring
Huang, Y.-W. (Author), Fahland, D. (Supervisor 1), Verbeek, H. M. W. (Supervisor 2) & Hess, S. (Supervisor 2), 17 Dec 2020Student thesis: Master
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Unsupervised anomaly detection in merchant vessel data
Vlasovets, O. V. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Sigg, S. (External coach), 31 Jul 2020Student thesis: Master
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Use Exceptional Model Mining in Process Mining to discover interesting cases
Frints, N. J. A. (Author), Duivesteijn, W. (Supervisor 1), Fahland, D. (Supervisor 2) & Firat, M. (Supervisor 2), 23 Mar 2021Student thesis: Master
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Using Event Knowledge Graphs to Model Multi-Dimensional Dynamics in a Baggage Handling System
Chu, V. (Author), Fahland, D. (Supervisor 1) & McMenamin, L. (External coach), 20 Apr 2022Student thesis: Master
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Using HAR On A augmented Reality Application To Identify The End of a Task in Manual Assembly Environment
Kaijim, P. H. M. (Author), Mannhardt, F. (Supervisor 1), Jan 2022Student thesis: Bachelor
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Using keywords of text articles for similarity linking
van Rooij, J. H. J. (Author), Sidorova, N. (Supervisor 1), Nov 2021Student thesis: Bachelor
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Using Natural Language Processing for Event Classification in Dutch Medical Texts
van Dijk, T. (Author), Sidorova, N. (Supervisor 1) & Laurs-van Geel, T. (External coach), 21 Mar 2024Student thesis: Master
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Using predictive process monitoring to identify failures of ASML EUV system parts
Zbrożek, P. (Author), Hassani, M. (Supervisor 1), Genga, L. (Supervisor 2) & Schepens, S. (External coach), 22 Jan 2020Student thesis: Master
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Waiting-as-a-Service: Handling ash crowds in dynamic online shopping environments with limited, complex stocks in a fair manner
Pluijmaekers, M. H. L. (Author), Mak, R. H. (Supervisor 1), Sidorova, N. (Supervisor 2) & de Jong, C. (External coach), 13 Aug 2020Student thesis: Master
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Web Tracking Analysis Using Outliers
de Jong, D. (Author), Sidorova, N. (Supervisor 1) & van de Grift, P. (External coach), Jan 2022Student thesis: Bachelor
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