Student theses
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3D Face Reconstruction Using Deep Learning
Jawahar, P. (Author), Medeiros de Carvalho, R. (Supervisor 1), Gallucci, A. (Supervisor 2) & Vanschoren, J. (Supervisor 2), 20 Jan 2020Student thesis: Master
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A Dashboard for emulating LSTM-based Predictive Process Monitoring and its Qualitative Evaluation
Fazal, R. (Author), Fahland, D. (Supervisor 1), 29 Nov 2021Student thesis: Master
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A data-driven approach to assessing value of dribbles in football: Improving the dribble model for EPV predictions in data driven football analysis
Hillenaar, J. M. (Author), Nuijten, W. P. M. (Supervisor 1) & Overmeer, T. (External coach), 22 Jan 2024Student thesis: Bachelor
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Adding Formal Specifications to a Legacy Code Generator
Derasari, R. (Author), Kurtev, I. (Supervisor 1), Alberts, W. (External coach) & Sidorova, N. (Supervisor 2), 16 Nov 2021Student thesis: Master
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A Detailed Understanding of Actor Involvement in Business Processes
van Meer, T. A. J. P. (Author), Fahland, D. (Supervisor 1) & Verbeek, H. M. W. (Supervisor 2), 2020Student thesis: Bachelor
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A Forecasting Framework for Recirculation in Baggage Handling Systems
van der Sanden, G. M. (Author), Fahland, D. (Supervisor 1) & Bernard, H. F. (External coach), 7 Dec 2020Student thesis: Master
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Aggregated Information Visualization for Process Alignments
Deurloo, J. M. (Author), van den Elzen, S. J. (Supervisor 1), Scheepens, R. J. (External coach) & van Dongen, B. F. (Supervisor 2), 16 Nov 2021Student thesis: Master
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A Heuristic Approach for the VRPTW using dual information of its LP formulation
van de Westelaken, M. (Author), Firat, M. (Supervisor 1), Medeiros de Carvalho, R. (Supervisor 2) & Hurkens, C. A. J. (Supervisor 2), 17 Nov 2020Student thesis: Master
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A Method to determine Actual Time Worked from Event Logs
Roest, R. (Author), van Dongen, B. F. (Supervisor 1), Apr 2022Student thesis: Bachelor
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Analysis of Resource Working Behaviour and Working Patterns Utilizing High-Level Batch Aggregation
Aliakberova, L. (Author), Fahland, D. (Supervisor 1), 5 Sept 2024Student thesis: Master
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Analysis of the influence of routines on task execution performance
van Schalm, R. (Author), Fahland, D. (Supervisor 1) & Klijn, E. L. (Supervisor 2), 2022Student thesis: Bachelor
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Analyzing Causes of Outlier Cascade Behavior in Baggage Handling Systems
Mandemakers, M. J. J. (Author), Fahland, D. (Supervisor 1) & Bernard, H. F. (External coach), 26 Jan 2022Student thesis: Master
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Analyzing collaborations and routines in Event Graphs using Statistics and Pattern mining
Bänffer, R. R. M. (Author), Fahland, D. (Supervisor 1) & Klijn, E. L. (Supervisor 2), Jul 2022Student thesis: Bachelor
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Analyzing data of operating rooms in hospitals to reduce rework
van der Schoot, F. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Broeren, J. (External coach), 23 Sept 2021Student thesis: Master
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Analyzing Privacy Preservation Techniques for Process Mining: Measuring Result Utility Across Different Event Log Dependency Types and Log sizes
de Goede, M. B. A. (Author), Mannhardt, F. (Supervisor 1), 17 Jun 2024Student thesis: Bachelor
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Analyzing Routines and Habits in Event Graphs using Statistics and Pattern Mining
Peeters, J. (Author), Fahland, D. (Supervisor 1) & Klijn, E. (Supervisor 2), Jan 2022Student thesis: Bachelor
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Analyzing Routines and Habits in Event Graphs using Statistics and Pattern Mining
Hijdra, J. B. (Author), Fahland, D. (Supervisor 1) & Klijn, E. L. (Supervisor 2), Jun 2022Student thesis: Bachelor
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An automatic prediction framework for business process performances
Pavlov, E. (Author), Fahland, D. (Supervisor 1), 2020Student thesis: Bachelor
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An error suppression model to enable ultra-sensitive cancer monitoring
Huyghe, L. M. P. (Author), Fahland, D. (Supervisor 1) & Kloosterman, W. (External coach), 18 Jun 2023Student thesis: Bachelor
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A New Framework for Filtering Noise from an Event Log to Improve Process Model Quality
Grooteman, J. (Author), Fahland, D. (Supervisor 1), Mannhardt, F. (Supervisor 2) & Yakovets, N. (Supervisor 2), 29 Sept 2023Student thesis: Master
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A new take on batch detection in process mining
Slenders, B. F. (Author), Fahland, D. (Supervisor 1), Mar 2022Student thesis: Bachelor
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An interpretable model for rework prediction at WVDB Adviseurs Accountants
de Vries, T. (Author), van Dongen, B. F. (Supervisor 1), Verhoeven, S. A. A. H. G. (External coach) & Wijlaars, B. J. M. (External coach), 13 Nov 2020Student thesis: Master
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An unsupervised learning approach for detecting and labeling landmarks in the VFR waveform
Catani, V. M. (Author), Sidorova, N. (Supervisor 1) & Joshi, R. (External coach), 16 Jun 2021Student thesis: Master
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Applying efficient global optimization on industrial use cases
Cheng, Y. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Solin, A. (External coach), 31 Jul 2020Student thesis: Master
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Applying process mining to multi-instance processes
Teeuwen, R. M. A. (Author), van Dongen, B. F. (Supervisor 1) & Scheepens, R. J. (External coach), 24 Aug 2020Student thesis: Master
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Applying Transfer Learning to GNN-based Automated Process Discovery
van Gaans, S. J. M. (Author), Fahland, D. (Supervisor 1), 19 Apr 2024Student thesis: Master
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A Process-Aware Perspective on the Use of the Performance Spectrum in Predictive Process Monitoring of Business Processes
Costache, I. (Author), Fahland, D. (Supervisor 1), 2021Student thesis: Bachelor
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A Process Mining-based Approach to Accounts Payable Recovery Audit
van Asseldonk, M. D. A. (Author), Wilbik, A. M. (Supervisor 1), Fahland, D. (Supervisor 2) & van de Water, F. (External coach), 29 Apr 2020Student thesis: Master
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A schema framework for graph event data
Esser, S. (Author), Fahland, D. (Supervisor 1), Fletcher, G. H. L. (Supervisor 2) & Türetken, O. (Supervisor 2), 19 Feb 2020Student thesis: Master
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A Study on the Impact of Feature Selection on Data Analysis
Njoku, U. F. (Author), Fahland, D. (Supervisor 1), Abello, A. (External coach) & Bilalli, B. (External coach), 4 Sept 2021Student thesis: Master
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Attention-informed Prescriptive Analytics Framework for Customer Journey
Dwivedi, I. R. (Author), Mannhardt, F. (Supervisor 1), 3 Sept 2021Student thesis: Master
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A universally applicable EMM framework
de Ruiter, W. (Author), Duivesteijn, W. (Supervisor 1), van Dongen, B. F. (Supervisor 2) & Yakovets, N. (Supervisor 2), 8 Jan 2021Student thesis: Master
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Automated Auditing of Controls using Event Knowledge Graphs
van Neerven, B. A. (Author), Fahland, D. (Supervisor 1) & Leander, J. (External coach), 15 Mar 2024Student thesis: Master
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Automated Object Recognition of Solar Panels in Aerial Photographs: a case study in the Liander Service Area
te Selle, J. (Author), Pechenizkiy, M. (Supervisor 1), Medeiros de Carvalho, R. (Supervisor 2) & Weelinck, T. (External coach), 2 Feb 2022Student thesis: Master
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Automated Translation of Event Data from Relational to Graph Databases
Leander, J. (Author), Fahland, D. (Supervisor 1) & Fletcher, G. H. L. (Supervisor 2), 20 May 2020Student thesis: Master
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Automatically Block-structuring of BPMN Models
Tang, C. (Author), van Dongen, B. F. (Supervisor 1), Brons, D. (External coach) & Papapetrou, O. (Supervisor 2), 31 Aug 2022Student thesis: Master
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Automating protocol selection using a data-driven approach: an Azurion 7 case study
Schoeman, A. J. (Author), Sidorova, N. (Supervisor 1), Kessels, A. C. J. M. (External coach) & Serebrenik, A. (Supervisor 2), 24 Dec 2020Student thesis: Master
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A Visual Analytics approach to User-Assisted Data Validation for Process Analysis
van Ewijk, S. (Author), van den Elzen, S. (Supervisor 1), Fahland, D. (Supervisor 2) & Scheepens, R. J. (External coach), 21 Jun 2023Student thesis: Master
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Batch Mining using the Performance Spectrum
Buermann, M. (Author), Fahland, D. (Supervisor 1) & Verbeek, H. M. W. (Supervisor 2), 2020Student thesis: Bachelor
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Bedside alarm analysis: An insight to nurse performance and hospital alarm management
Nguyen, H. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Luime, J. J. (External coach), 23 Feb 2021Student thesis: Master
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Beyond the Norm: Anomaly Detection in Event Streams using Word2Vec Embedding and Autoencoders
Musaj, Z. (Author), Hassani, M. (Supervisor 1), 1 Sept 2023Student thesis: Master
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Bi-level pipeline optimization for scalable AutoML
van den Berg, M. (Author), Nobile, M. (Supervisor 1), Vanschoren, J. (Supervisor 1), Medeiros de Carvalho, R. (Supervisor 2) & Bliek, L. (Supervisor 2), 30 Nov 2022Student thesis: Master
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Bridges: A framework embedding Data Science in Data-Enabled Design
Stoyanova, D. I. (Author), Sidorova, N. (Supervisor 1), 29 Jul 2020Student thesis: Master
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Bridging the Domain-Gap in Computer Vision Tasks
Brouns, J. G. C. (Author), Mocanu, D. C. (Supervisor 1) & Lowet, D. J. C. (External coach), 19 Jan 2020Student thesis: Master
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Building a Digital Asset: An Event Knowledge Graph Approach for Integrating Data and Persisting Object-Centric Process Mining Analysis in Baggage Handling Systems
Broniewski, A. (Author), Fahland, D. (Supervisor 1), Zijp, R. (External coach) & Bernard, H. F. (External coach), 31 Aug 2023Student thesis: Master
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Capturing Multi-Dimensional Dynamics in a Configuration Management Process Through Event Knowledge Graphs
Marangoz, K. C. (Author), Fahland, D. (Supervisor 1) & Dullaart, M. (External coach), 29 Aug 2023Student thesis: Master
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Clustering deviations: a BPI 2012 case study
Mulder, W. (Author), Sommers, D. (Supervisor 1) & Sidorova, N. (Supervisor 2), Jul 2023Student thesis: Bachelor
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Combining Learned and Analytical Models for Predicting CO2e Emissions in Textile Products
Moradi, A. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Sheikholeslami, S. (External coach), 18 Aug 2020Student thesis: Master
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Content-based Recommender System for Detecting Complementary Products: Evaluating Siamese Neural Networks for Predicting Complementary Relationships among E-Commerce Products
Angelovska, M. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Sheikholeslami, S. (External coach), 18 Aug 2020Student thesis: Master
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Context-Aware Performance Deviation Analysis for Logistics Systems
Boender, J. M. A. (Author), Fahland, D. (Supervisor 1), Cappiello, C. (External coach), Bernard, H. F. (External coach) & Verhaegh, K. W. (External coach), 17 Jul 2020Student thesis: Master
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