Student theses
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Gaining advantages from office occupation levels based on sensor data
Bastiaanssen, P. (Author), Fahland, D. (Supervisor 1), Gonzalez Miranda, E. (Supervisor 2) & Roesink, B. (External coach), Jan 2022Student thesis: Bachelor
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Gaining insight into low-code modeled system behavior
Rongen, N. P. L. (Author), van Dongen, B. F. (Supervisor 1), 18 Aug 2023Student thesis: Master
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Generating realistic logs using a Colored Petri Net simulator
Verberk, T. M. (Author), van Dongen, B. F. (Supervisor 1) & Brunings, M. D. (Supervisor 2), 30 Aug 2022Student thesis: Master
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Graph Generation on Event Graph
Li, C.-H. (Author), Mannhardt, F. (Supervisor 1) & Hassani, M. (Supervisor 2), 31 Aug 2023Student thesis: Master
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Guided bottleneck identification in business process event logs
Copier, M. (Author), Fahland, D. (Supervisor 1) & Scheepens, R. J. (External coach), 9 Jan 2020Student thesis: Master
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Hazardous Situation Analysis with Event Logs in Product Safety Management
Wang, Y. (Author), van Dongen, B. (Supervisor 1), Wolfs, B. (External coach) & Serebrenik, A. (Supervisor 2), 24 Aug 2021Student thesis: Master
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Healthcare Analytics: Uncovering Patient Patterns and Operational Similarities in Emergency Room Traces to Enhance Hospital Efficiency
Dhupad, T. P. (Author), Medeiros de Carvalho, R. (Supervisor 1), 31 Aug 2023Student thesis: Master
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Heart Rate Variability Analysis within a Data-Enabled Design research
Nazarchuk, I. (Author), Sidorova, N. (Supervisor 1) & Lövei, P. (External coach), 4 Sept 2021Student thesis: Master
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How do users influence the course of process executions?
Does, G. M. (Author), Fahland, D. (Supervisor 1) & Klijn, E. L. (Supervisor 2), Jul 2022Student thesis: Bachelor
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How To Leverage Spatial Trajectory Data To Identify Work Practices
Echbiki, O. (Author), Mannhardt, F. (Supervisor 1) & Julier, S. J. (External coach), 16 Aug 2021Student thesis: Master
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Human Activity Recognition on Edge devices for manual assembly instruction tools: a RNN-LSTM and CNN-LSTM architecture comparison
van der Heijden, N. (Author), Mannhardt, F. (Supervisor 1), Jan 2022Student thesis: Bachelor
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Hyper parameter optimization for TM-DD algorithm
Tatsumi, T. (Author), Fahland, D. (Supervisor 1), 2019Student thesis: Bachelor
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Identifying improvement areas at radiology departments: a data science approach
Peeters, C. R. (Author), Sidorova, N. (Supervisor 1), Peeters, L. (External coach), Janssen, S. (External coach) & Genga, L. (Supervisor 2), 11 Aug 2020Student thesis: Master
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Identifying Outliers in Task Completion Times in Event Log Data
Reubzaet, N. C. M. (Author), van Dongen, B. F. (Supervisor 1), Feb 2022Student thesis: Bachelor
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Image Captioning on General Data and Fashion Data: An Attribute-Image-Combined Attention-Based Network for Image Captioning on Multi-Object Images and Single-Object Images
Tu, G. (Author), Medeiros de Carvalho, R. (Supervisor 1), Liu, Y. (External coach) & Nilsson, M. (External coach), 15 Sept 2020Student thesis: Master
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Imbalanced Classification on Graph
Liang, Z. (Author), Pei, Y. (Supervisor 1), Huang, T. (Supervisor 2) & Hassani, M. (Supervisor 1), 28 Nov 2022Student thesis: Master
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Implementation of a Process Mining Tool on top of an Event Graph Database
Hernandez Siles, V. (Author), Fahland, D. (Supervisor 1), 4 Sept 2021Student thesis: Master
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Implementing the Inductive Miner in a Graph Database
Brouwers, A. S. (Author), Fahland, D. (Supervisor 1), 28 Jan 2022Student thesis: Master
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Improving Dribble Value Prediction for Expected Possession Value in Football
Verdaasdonk, D. P. (Author), Nuijten, W. P. M. (Supervisor 1), Papapetrou, O. (Supervisor 2) & Janssen, T. (External coach), 5 Jul 2023Student thesis: Master
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Improving due date performance and minimizing cycle time in a job-shop environment with dynamic order arrivals
Tielen, R. (Author), Adan, I. J. B. F. (Supervisor 1), Nuijten, W. P. M. (Supervisor 2), Martagan, T. G. (Supervisor 2), van Walraven, E. G. (External coach) & Tummers, A. J. W. (External coach), 18 Nov 2021Student thesis: Master
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Improving Operating Room Efficiency in a Dutch hospital: Case Duration Prediction by Machine Learning
Shen, H. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Broeren, J. (External coach), 17 Dec 2020Student thesis: Master
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Improving Real-Life Robustness by Increasing Adversarial Robustness
de Lange, T. M. (Author), Hess, S. (Supervisor 1), van Dongen, B. F. (Supervisor 2) & Kaynov, I. (External coach), 22 Apr 2024Student thesis: Master
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Information Extraction on Free-Text Sleep Narratives using Natural Language Processing
Fotedar, S. (Author), Pechenizkiy, M. (Supervisor 1), Mocanu, D. C. (Supervisor 2) & Lowet, D. J. C. (External coach), 10 Nov 2020Student thesis: Master
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Inter-case dynamics impact on total duration of business processes
Osman Abou, O. (Author), Fahland, D. (Supervisor 1), 2021Student thesis: Bachelor
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Invoice Classification Prediction in Health Insurance: How Accurate can the Payment Duration Classification of Invoices be Predicted from Historical Data?
van Vroenhoven, M. C. (Author), van Dongen, B. F. (Supervisor 1), Mar 2022Student thesis: Bachelor
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Knowledge Graphs for Improving Robot Operations in Logistics
Barenholz, D. (Author), Fahland, D. (Supervisor 1), van den Berg, R. A. (External coach) & Bakker, J. (External coach), 17 Oct 2022Student thesis: Master
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Leveraging Contrastive Learning and Spatial Encoding for Traffic Network Prediction with Expanding Infrastructure
Xu, Y. (Author), Hassani, M. (Supervisor 1), 5 Sept 2024Student thesis: Master
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Link Prediction for Free-Format Text
Majumdar, D. (Author), Menkovski, V. (Supervisor 1), Hess, S. (Supervisor 2), Jarnikov, D. S. (Supervisor 2) & Fahland, D. (Supervisor 2), 8 Nov 2020Student thesis: Master
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Log-Based Concept Drift Detection over Event Streams
Huete Guzmán, J. S. (Author), Hassani, M. (Supervisor 1), 4 Sept 2022Student thesis: Master
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Long Term Forecasting of Industrial Electricity Consumption Data With GRU, LSTM and Multiple Linear Regression
Buzăţoiu, R. (Author), Medeiros de Carvalho, R. (Supervisor 1), Vlassov, V. (External coach), Jaradat, S. (External coach) & Dragunova, I. (External coach), 10 Nov 2020Student thesis: Master
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Mining Local Process Models from Dutch Legislative Texts
van der Veen, M. F. (Author), Sidorova, N. (Supervisor 1), Lucas, R. W. (External coach) & Kurtev, I. (Supervisor 2), 25 Nov 2021Student thesis: Master
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Multilingual De-Identification of Electronic Health Records
Sanchez, I. (Author), Medeiros de Carvalho, R. (Supervisor 1), Menke, S. (External coach) & Vanschoren, J. (Supervisor 2), 23 Oct 2020Student thesis: Master
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Novel Evolutionary Algorithms for Robust Training of Very Small Multilayer Perceptron Models
Huang, C.-B. (Author), Pechenizkiy, M. (Supervisor 1) & Mocanu, D. C. (Supervisor 2), 27 Aug 2020Student thesis: Master
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Online Next Activity Prediction Using ADWIN Concept Drift Detection and Prefix Trees
Kosciuszek, T. L. (Author), Hassani, M. (Supervisor 1), 2022Student thesis: Bachelor
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Online Next Activity Prediction with Continual Learning Techniques
Yao, R. (Author), Hassani, M. (Supervisor 1), 30 Oct 2023Student thesis: Master
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Online Process Prediction: Tackling Catastrophic Forgetting in Next-Activity Prediction
Verbeek, T. A. M. (Author), Hassani, M. (Supervisor 1), 28 May 2024Student thesis: Master
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Optimizing Efficiency of Multi-Objective Algorithms for the Vehicle Routing Problem with Adaptive Parameter Control
Teeuwen, C. J. (Author), Tavakol, M. (Supervisor 1), Zhang, Y. (Supervisor 2), Nuijten, W. P. M. (Supervisor 2), Coppens, R. H. M. (External coach) & Reijnen, R. (Supervisor 2), 19 Sept 2023Student thesis: Master
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Personal Names Records Detection And Linkage In Unstructured Dutch Text For Anonymisation
Mohamed, R. (Author), Sidorova, N. (Supervisor 1), 4 Sept 2021Student thesis: Master
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Predicting a customer’s next touch point from customer journey data
Habets, S. (Author), Hassani, M. (Supervisor 1), Wolf, M. (External coach) & Mocanu, D. C. (Supervisor 2), 23 Jan 2020Student thesis: Master
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Predicting a nurse’s workload with access data
Heetveld, M. M. A. R. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Luime, J. J. (External coach), 26 Feb 2021Student thesis: Master
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Predicting discharge time and location after hospitalization in an orthopedic population: A retrospective cohort study
Smeets, J. E. P. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Janssen, E. R. C. (External coach), 19 Jul 2023Student thesis: Master
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Predicting Patient Care Acuity: A Long Short-Term Memory Approach for Days-To-Day Prediction
Bekelaar, J. W. R. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Luime, J. J. (External coach), 12 Dec 2022Student thesis: Master
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Predicting the Length of Stay at the Hospital Emergency Department
van Dam, W. M. N. (Author), Medeiros de Carvalho, R. (Supervisor 1), 18 Jun 2023Student thesis: Bachelor
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Predicting the length of stay for a patient in the emergency department
El Kaddouri, N. (Author), Medeiros de Carvalho, R. (Supervisor 1), 10 Jul 2023Student thesis: Bachelor
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Predicting the length of stay of an ICU inpatient
Poddar, S. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Mozafari Mehr, A. S. (Supervisor 2), 26 May 2021Student thesis: Master
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Predicting the Occurrence and Timestamp of Activities of Interest Using Multi-Head Attention in Transformer Architectures
Gaasbeek, A. C. G. (Author), Hassani, M. (Supervisor 1), 29 Aug 2023Student thesis: Master
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Predicting the occurrence of an activity in the remainder of the customer journey
Wolters, L. J. (Author), Hassani, M. (Supervisor 1) & Cordewener, M. (External coach), 4 Oct 2021Student thesis: Master
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Predicting the occurrence of complaints within the customer journey based on process mining techniques
Nooyen, J. W. H. (Author), Hassani, M. (Supervisor 1) & Cordewener, M. H. H. (External coach), 31 Jan 2020Student thesis: Master
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Predicting the Rehabilitation Process in Rehabilitation Centers
de Koning, M. L. C. (Author), van Dongen, B. F. (Supervisor 1), Teunissen, V. J. A. (External coach) & Wilbik, A. M. (Supervisor 2), 11 May 2020Student thesis: Master
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Process discovery using machine learning
Sommers, D. (Author), Fahland, D. (Supervisor 1) & Menkovski, V. (Supervisor 2), 27 Nov 2020Student thesis: Master
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