Student theses
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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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Creating a Digital Shadow of a Manufacturing Process with Inferred Missing Information using an Event Knowledge Graph
Swevels, A. J. E. (Author), Dijkman, R. M. (Supervisor 1), Fahland, D. (Supervisor 2) & Fletcher, G. H. L. (Supervisor 2), 30 Sept 2022Student thesis: Master
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Creating a new firm-level maturity model for the operations planning within S&OP processes: A case study in the Global Logistics network of Hilti AG
van Diessen, P. J. (Author), de Jonge, J. (Supervisor 1) & Reijers, H. A. (Supervisor 2), 30 Nov 2021Student thesis: Master
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Customer Segmentation using Clickstream Data
Smit, G. (Author), Fahland, D. (Supervisor 1), van Dongen, B. F. (Supervisor 2) & Farzami, T. (External coach), 2019Student thesis: Bachelor
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Data Analytics in Emergency Department
Hamelijnck, L. J. (Author), Medeiros de Carvalho, R. (Supervisor 1), Apr 2023Student thesis: Bachelor
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Data Analytics in the Emergency Department
van Rijckevorsel, L. P. A. (Author), Medeiros de Carvalho, R. (Supervisor 1), Jun 2023Student thesis: Bachelor
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Data-aware synchronous products for alignments
Najafzade, N. A. (Author), van Dongen, B. F. (Supervisor 1), 28 Aug 2020Student thesis: Master
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Database design to enable the combination of mixed data models for pest and disease management in smart greenhouses in remote locations: a case study from Tanzania
Al Sarakbi, M. (Author), de Vlieg, J. (Supervisor 1) & van Zoggel, P. (Supervisor 2), 13 Feb 2023Student thesis: Bachelor
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Data-driven Approach for Reproducing Use Scenario Using Machine Logs
Tang, R. (Author), Sidorova, N. (Supervisor 1) & Brosens-Kessels, A. C. J. M. (External coach), 17 Oct 2022Student thesis: Master
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Data-driven Simulation of automated Baggage Handling Systems at airports
van Meer, T. A. J. P. (Author), Fahland, D. (Supervisor 1) & McMenamin, L. (External coach), 19 Dec 2022Student thesis: Master
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Data Efficient Training of Defect Detection Models
Maas, Y. (Author), Vanschoren, J. (Supervisor 1), Hebben, P. (External coach), Diaz Mendoza, J. (External coach) & Fahland, D. (Supervisor 2), 29 Nov 2021Student thesis: Master
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Decentralized Large-Scale Natural Language Processing Using Gossip Learning
Alkathiri, A. A. (Author), Medeiros de Carvalho, R. (Supervisor 1), Sahlgren, M. (External coach) & Giaretta, L. (External coach), 23 Jun 2020Student thesis: Master
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Deep Reinforcement Learning for Intraday Power Trading
Ballesteros Castilla, D. (Author), Mocanu, D. C. (Supervisor 1) & Sudjana, J. (External coach), 16 Jan 2020Student thesis: Master
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Deep Reinforcement Learning for Light Transport Path Guiding
Comi, M. (Author), Mocanu, D. C. (Supervisor 1) & Eisemann, E. (External coach), 11 Dec 2019Student thesis: Master
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Detecting Privacy Risks in Process Models: Calculating Attribute Disclosure Risks for Stochastic Petri Nets
Steens, S. F. (Author), Mannhardt, F. (Supervisor 1), 19 Jul 2024Student thesis: Master
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Detection of Motion Artifacts in Thoracic CT Scans
Beri, P. S. (Author), Medeiros de Carvalho, R. (Supervisor 1), Martinet, J. (External coach) & Charbonnier, J.-P. (External coach), 10 Sept 2020Student thesis: Master
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Determining the Impact of Business Requirement Changes in Process Models’ Graph Representation by NLP Assisted Text Matching
Salmaan, S. (Author), Reijers, H. A. (Supervisor 1) & Gonzalez Lopez de Murillas, E. (External coach), 28 Aug 2020Student thesis: Master
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Developing a Digital Twin for Discrete Event Processes Using Event Knowledge Graphs and Process Mining Techniques
Abu Sbeit, A. A. M. S. (Author), Fahland, D. (Supervisor 1), 5 Sept 2024Student thesis: Master
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Developing a generator for synthetic data about the customer support domain and analysing a Graph Learning based Recommender System during different scenarios
Klump, L. J. (Author), Litvak, N. V. (Supervisor 1), Mannhardt, F. (Supervisor 2) & Bechtle, C. (External coach), 11 Oct 2023Student thesis: Master
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Discovering history-based insights in real-life processes
Habets, J. E. M. (Author), Sidorova, N. (Supervisor 1) & Sommers, D. (Supervisor 1), 19 Jan 2024Student thesis: Bachelor
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Discovering precise and understandable process models by enhancing the Inductive Miner
Brons, D. (Author), Fahland, D. (Supervisor 1) & Scheepens, R. J. (External coach), 29 Apr 2020Student thesis: Master
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Discover What The Experts Really Say: Using A Novel Text Classification Application To Automatically Construct And Compare Expertise Fingerprints In Dutch Football Commentary
van Esch, M. H. M. (Author), Snijders, C. C. P. (Supervisor 1), Nuijten, W. P. M. (Supervisor 2) & Willemsen, M. C. (Supervisor 2), 29 Jul 2022Student thesis: Master
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Discovery of multivariate Granger causalities in temporal data
Bos, S. (Author), Papapetrou, O. (Supervisor 1), d'Hondt, J. E. (Supervisor 2) & Medeiros de Carvalho, R. (Supervisor 2), 18 Jul 2023Student thesis: Master
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Domain Knowledge-based Drivable Space Estimation
Muñoz Sánchez, M. (Author), Mocanu, D. C. (Supervisor 1), Silvas, E. (Supervisor 2) & Pogosov, D. (External coach), 20 Sept 2020Student thesis: Master
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Dynamic cardinality estimation framework
Rokanov, B. M. (Author), Yakovets, N. (Supervisor 1), van de Wall, A. A. G. (Supervisor 2) & van Dongen, B. F. (Supervisor 2), 16 Jan 2024Student thesis: Master
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Early predicting the need for aftercare based on patients events from the first hours of stay
Dubbeldam, A. L. (Author), Medeiros de Carvalho, R. (Supervisor 1), Ketykó, I. (Supervisor 2), Mannhardt, F. (Supervisor 2) & Gunst, P. (External coach), 23 Sept 2022Student thesis: Master
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Early Stratification of Gestational Diabetes Mellitus (GDM) by building and evaluating machine learning models
Sharma, V. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Liu, Y. (External coach), 20 Aug 2020Student thesis: Master
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Effectiveness and Reliability of AI in Podiatry
de Miguel Satue, R. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Gómez Bernal, A. (External coach), Jan 2024Student thesis: Bachelor
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Embedding predictive analytics into a financial forecasting process for operational costs
van der Voort, Y. T. H. (Author), Eshuis, H. (Supervisor 1) & Fahland, D. (Supervisor 2), 23 Dec 2020Student thesis: Master
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Enabling Performance Analysis and Resource Utilization Analysis in Processes with Queues from Incomplete Event Logs, on the example of the ITSM Incident Management Process
van Gansewinkel, S. (Author), Fahland, D. (Supervisor 1) & Denisov, V. V. (External coach), 7 Jun 2024Student thesis: Master
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Enhancing Applicability of Privacy Preserving Algorithms for Event Logs in the Industry
Varadarajan, D. V. (Author), Mannhardt, F. (Supervisor 1) & Brons, D. (External coach), 31 May 2024Student thesis: Master
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Enhancing Traffic Flow Prediction using Outlier-Weighted AutoEncoders: Handling Real-Time Changes
Choudhary, H. (Author), Hassani, M. (Supervisor 1), 1 Sept 2023Student thesis: Master
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EVELEN: a rule-based method for event log enrichment using semantic similarity
Tulp, W. (Author), Sidorova, N. (Supervisor 1) & Laurs-van Geel, T. (External coach), 17 Sept 2024Student thesis: Master
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Event Graph Model Discovery for Waiting Time and Workflow Analysis in Damen’s Process
Wang, Y. (Author), Fahland, D. (Supervisor 1), Meulemans, W. (Supervisor 2) & Wedemeyer, M. (External coach), 30 Aug 2022Student thesis: Master
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Explainable Artificial Intelligence for Supply Chain Planning Optimization
Verheul, I. P. (Author), Nuijten, W. P. M. (Supervisor 1), Troubil, P. (External coach) & Smeulders, B. M. L. (Supervisor 2), 9 Sept 2022Student thesis: Master
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Explainable Remaining Time Prediction for Business Processes
Klijn, E. L. (Author), Fahland, D. (Supervisor 1), van Dongen, B. F. (Supervisor 2) & Wilbik, A. M. (Supervisor 2), 2 Apr 2020Student thesis: Master
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Explaining Underutilized Resource Periods in a Master Production Scheduling Problem
Tullemans, R. H. J. (Author), Spieksma, F. C. R. (Supervisor 1), Nuijten, W. P. M. (Supervisor 2) & Hojny, C. (Supervisor 2), 13 May 2022Student thesis: Master
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Exploring Task Abstraction for Prediction in Business Processes
Verkampen, A. J. L. (Author), Fahland, D. (Supervisor 1), 17 Jul 2023Student thesis: Bachelor
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Extending Knowledge Graphs to Predict System and Item Behavior
Cuprinsu, N. C. (Author), Fahland, D. (Supervisor 1) & McMenamin, L. (External coach), 6 Dec 2022Student thesis: Master
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Extracting Order Patterns From Business Processes
Viola, V. (Author), Fahland, D. (Supervisor 1) & Verbeek, H. M. W. (Supervisor 2), 2020Student thesis: Bachelor
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Fair Hyperparameter Optimization for Suffix Prediction: An analysis of expected performance after optimization of different deep learning architectures
Winter, G. J. (Author), Mannhardt, F. (Supervisor 1) & Ketykó, I. (Supervisor 2), Jun 2022Student thesis: Bachelor
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Fairness-Aware Process Model Repair: Revealing Discrimination in Discovered Process Models
Li, Y.-C. (Author), Mannhardt, F. (Supervisor 1) & Muskan, M. (Supervisor 2), 5 Sept 2024Student thesis: Master
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Flexible pathway orchestration engine for healthcare using BPMN and workflow systems
Nascimben, D. (Author), Kaymak, U. (Supervisor 1), Eshuis, H. (Supervisor 2), Fahland, D. (Supervisor 2), Hogchao, N. (External coach) & Nieminen, M. (External coach), 28 May 2020Student thesis: Master
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Formalization of Natural Language Text using Syntactic Dependency
Keleş, I. (Author), Sidorova, N. (Supervisor 1), 25 Oct 2021Student thesis: Master
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Formal Specification and Practical Validation of Property Graph Schemas
Beeren, N. (Author), Fletcher, G. H. L. (Supervisor 1), Yakovets, N. (Supervisor 2) & Mannhardt, F. (Supervisor 2), 25 Oct 2022Student thesis: Master
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Framework for increased Interpretability within Aligned Process Models
Brinkman, R. J. (Author), Mannhardt, F. (Supervisor 1), Mennens, R. J. P. (External coach) & Scheepens, R. J. (External coach), 7 Feb 2024Student thesis: Master
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From predictions to recommendations: tackling bottlenecks and overstaying in the Emergency Room through a sequence of Random Forests
Verdaasdonk, M. J. A. (Author), M. de Carvalho, R. (Supervisor 1), 31 Aug 2021Student thesis: Master
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Fusing Machine Learning Models for Advanced Healthcare Applications
Szabó, P. B. (Author), Medeiros de Carvalho, R. (Supervisor 1), Luime, J. J. (External coach) & de Campos, C. (Supervisor 2), 26 Sept 2024Student thesis: Master
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Fuzzy time series prediction for external care requests to optimise patient flow in hospitals
van der Sommen, S. D. (Author), Medeiros de Carvalho, R. (Supervisor 1) & Gunst, P. (External coach), 5 Apr 2022Student thesis: Master
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