University of Twente Student Theses

Essay

Alvear Cárdenas, Juan Diego de (2023) Digital Transformation Management for CDOs.

Arends, Simon Daniël (2020) Quantity meets quality for mined process models through simulated events.

Aņikevičs, Germans (2021) Relationship Between Vendor Popularity and Prices on Dark Web Marketplaces.

Bartels, J.J.C. (2022) Design of a virtual environment to embed IVR agents to screen for alcohol use disorder in vulnerable individuals.

Becks, M.B. (2021) Implementation of MES at small EMS providers.

Beijer, Tim (2022) Predicting the Profitability of Robotic Process Automation with a Dynamic Business Modeler.

Beijk, G. (2021) Social Media as a Tool to create Environmental Awareness in Transparent, Sustainable Supply Chains.

Berendse, S.E. (2020) Exploring semantic segmentation in rowing images.

Berg, M.A van den (2022) The estimation of rodent population in an area with the use of IR&RGB camera images and USV sounds.

Biabani, Hamza Azhar (2022) A Closer Look at the Email Phishing Landscape.

Bijkerk, M.E.E. (2023) A conceptualization and system dynamic modeling of business ecosystems.

Bink, T.I. (2021) Requirements for disseminating sensing information to caregivers of persons with dementia.

Bloemen, Sander (2018) Designing an application for focussed surveys.

Blok, J.E. (2024) Digital Product Passports : Increasing Transparency in the Fashion Industry.

Boer, S. de (2022) Pre-Processing Whole-Genome Datasets To Improve The Execution Time Of Selective Sweep Detection Tools.

Bolhuis, W.T.C. (2018) The application of Scalable Agile in Dutch government.

Bos, P.M. (2021) Personal learning records : supporting metacognition cycles to improve the learning of programming.

Braak, Bjorn van (2023) Experiments with different methods for class imbalance and bias in customers' credit risk assessment with little or no credit history.

Braks, J.G.J. (2021) Determining the way of walking by leveraging CSI.

Brink, Tim van den (2008) Ketenarchitectuur : succes- en faalfactoren bij de invoering van het digitaal klantdossier.

Brouwer, R.J. (2019) Analysis of Influence Indicators of YouTube Videos using Metadata.

Bruderer, M.A (2023) Satellite to Radar: Sequence to Sequence Learning for precipitation nowcasting.

Budėjis, Simonas (2021) Emotional Contagion : From Streamers’ Facial Expressions to Twitch.tv Chat.

Casteleijn, T.K. (2018) Start-up knowledge brought to large organisations : Innovation management software based on blockchain technology.

Claßen, Philipp (2019) Identification of differences in sub-population healthcare processes.

Cutina, Jennifer (2020) Assessing the use of process mining techniques to monitor the work process of commercial drivers.

Czaplicki, Michał (2023) Live commentary in a football video game generated by an AI.

Deddens, M.K. (2008) Toepasbaar risicomanagement in software ontwikkelingsprojecten : ontwerp en toepassing van een risicomanagementmethode voor software ontwikkelingsprojecten binnen Centric IT Solutions.

Delfgaauw, Camilio (2020) Predicting car movement for autonomous driving through traffic using neural networks.

Derksen, R. (2022) Effectiveness of social engineering interventions over time.

Dethmers, I.M. (2022) Designing and evaluating a predictive maintenance approach for seats at Schiphol.

Dibbets, V.L. (2022) Team-based learning through an interactive online medium.

Dijkstra, R.M. (2023) European Commission Digitalisation: Strategy Meets Policy.

Ding, H. (2016) Integrating value modeling into ArchiMate.

Dongen, Fabian van (2023) Kubernetes, IoT and the Automation of Penetration Testing.

Dragomir, Ecaterina (2023) Towards an Optimal Initial Sparsity Distribution for Automatic Noise Filtering in Deep Reinforcement Learning.

Dragomiretskiy, Sergey (2018) The influence of DDoS attacks on cryptocurrency exchanges.

Drewnik, Damian (2023) Detecting Social Media Influencers of Startup Accelerators Using Social Network Analysis on Twitter.

Dubowski, A. (2020) Activation function impact on Sparse Neural Networks.

Ehizibue, D. (2022) Investigation of individuals' behavior towards phishing attacks using the health belief model.

Eichhorn, T.S. (2023) The Digital Transformation Journey: A System Dynamics Approach for Chief Digital Officers.

Elleithy, Ziad (2022) Large Scale Machine Learning Applications in Industries: An Exploration of Energy Consumption.

Engelsman, W. (2008) Method for requirements management and modeling.

Engers, Vincent P.G. van (2021) Towards understanding and modelling sparse training algorithms at extreme sparsity regime.

English, T. F. (2021) Using Artificial Intelligence for Image Classification of Ships.

Enkhuizen, M.J. van (2021) Innovative Data sharing in logistics, migrating from UN/EDIFACT to the OpenTripModel.

Essers, Tom (2023) Technology Assessment for Quantum Computing in the Energy Sector.

Fishchuk, Vitalii (2023) Adversarial attacks on neural text detectors.

Flapper, J. (2019) User access control on the blockchain for supply chain visibility.

Fromm, Oskar Johannes (2024) The Impact of Digital Product Passports on Consumer Behavior in the Electronics Industry.

Garg, A. (2022) Features to predict quality of low-code integrations.

Gavriel, Stylianos (2021) Stock Market Prediction using Long Short-Term Memory.

Gemund, A.P. van (2022) Simultaneous Localization and Mapping In Smart Bikes.

Georgieva, Gergana N. (2022) Last-Mile Delivery Drone Acceptance: Increased knowledge does not imply increased acceptance.

Giessen, David van de (2019) Blockchain and the GDPR's right to erasure.

Go, M.L. (2019) Clustering with Outliers in a Biased Animal Movement Database.

Gorgan, D. A. (2022) Evaluating the practicality of using Blockchain in different use cases in the supply chain sector.

Goudswaard, A.T. (2023) Value Assessment of Digital Twins.

Graumans, Lisan (2021) Subpopulation Process Mining in the ICU for Patients Diagnosed with a type of Pneumonia.

Greuter, K.O. (2020) Evaluating the quality of the international consumer IoT Cyber Security Standard.

Grievink, Guus (2022) Model-based Probabilistic Diagnostics of Cyber-Physical Systems.

Grinwis, Iwan (2021) Identifying the best Methods for Passive and Active Cybersecurity Assessment.

Groot, N.E. de (2022) Improving data value by using best of worlds approach from government (authoritative), community and commercial data : a case of topographical data in the Netherlands.

Guo, Haoyu (2024) Construction of Predictive Model to Provide Personalized Advice on Reducing CRF on the POLARIS Dataset.

Gülbey, Baran (2023) Semantic model of the Computing Capacity matching within the FAIR Data Train.

Haavel, Kristjan (2021) Effectiveness of Social Engineering Intervention: A meta-analysis.

Haemers, David Geert Maria (2018) Corporate and traditional startups in a platform society.

Hamelers, L.H. (2018) Investigating generic online animal activity recognition across different animal species.

Hartmans, L.A. (2023) Predicting Soil Moisture for Improved Environmental Sustainability: A Multivariate Time-Series Forecasting Approach using Machine Learning.

Heijer, Frank den (2018) Method for legacy software evaluation based on the Balanced Scorecard and AHP.

Heijnsbergen, I.M. van (2022) Importance of system dynamics in project management : a collection of case studies.

Helmer, L.S. (2021) Non-text based alternatives to present textual information to individuals with mild to moderate intellectual disabilities.

Hinojosa, Luis G. (2023) Analysis of node performance in lightweight key management protocols in IoT networks.

Hoek, J.M. van (2020) Predicting purchasing intent of website visitors with deep feature learning.

Hoener, P.M. (2013) Cloud Computing Security Requirements and Solutions: a Systematic Literature Review.

Hofma, A.F. (2023) Developing a bicycle lane assist.

Hofman, J. (2023) Transparency in AI-driven Grading Tools for Open-ended Questions in Higher Education.

Hogema, T.A.M. (2019) Counting People in Simultaneous Speech using Support Vector Machines.

Horlings, S.J. (2021) Visual feedback from a virtual coxswain to improve engagement.

Horst, Jonas ter (2022) Machine Learning for Exchange Traded Fund Price Predictions.

Hulsebosch, Marc (2013) Targeting gamification applications to increase user participation.

Hulshof, Mike (2018) The downfall of traditional radio : will personalized radio surpass preprogrammed radio?

Iskandar, Kevin (2022) 2FA SMSs: Influence of Cybersecurity Behavior & OTP Message Content on Security2FA SMSs: Influence of Cybersecurity Behavior & OTP Message Content on Security.

Janssen, Djordi (2019) The Effects of Active Learning on Computer-Aided Diagnosis in Multi-Disease Prediction of Chest X-rays.

Japink, Patrick (2023) Redis, Apache Kafka, RabbitMQ: Effect of choosing Event-streaming middleware upon architectural constraints defined by Non-functional requirements in Event-driven microservice architectures.

Jonker, J.H.C. (2021) Weighted convolutional neural networks rare electrocardiogram detection for real-time heart monitoring.

Kamerman, Wim (2018) Classification of Event-Related Google Alerts Using Machine Learning.

Kerckhoffs, N.N.J.H. (2018) Is the “Netflix model” favorable for the audio streaming industry.

Kerkhof, R.G. (2020) Natural Language Processing for scoring open-ended questions : a systematic review.

Khalil, Saad (2024) Differentially Private Synthetic Data Generation using Large Language Models.

Khasuntsev, N.A. (2019) Accurate and Efficient Classification of Cyber Security Documents.

Klotz, M.S. (2020) Extending the shunting plan generator of the Dutch railways with non-service train traffic.

Koehorst, G.S. (2021) Visualizing feature importance dependencies in machine learning.

Koerselman, Noah (2023) The Impact of AI on the Banking Industry.

Kogelman, T.M.H. (2021) What ethical concepts are of key importance to analyze digital ethics awareness within SMEs?

Kok, M.R. (2020) Biologically Realistic Artificial Neural Networks.

Kokkeler, Carlijn (2021) Project Management Method Selection using Bayesian Networks : a Novel Approach.

Koning, B. de (2022) Extracting Sections From PDF-Formatted CTI Reports.

Koryugin, D. (2023) Analysing and alerting on application logs within Kubernetes infrastructure.

Krabbenborg, J. (2024) A Novel Approach Using Smoothing to Detect Errors in OpenPose Estimated Running Data.

Kreuger, Robin (2023) Review of social media traffic at the DNS resolvers and their security implementation.

Kuil, E.D. van der (2017) Validated requirements for a smart logistics application.

Kukuk, L. (2020) Analyzing adoption of contact tracing apps using UTAUT.

Kulyk, D. (2023) Combining object detection and eye tracking to identify points of interest for VR art exhibition visitors.

Kumashev, Yernar (2020) GPGPU Verification: Correctness of Odd-Even Transposition Sort Algorithm.

Kusters, A.C. (2022) Relating digitization, digitalization and digital transformation : a maturity model and roadmap for Dutch logistics companies.

Lafranca, L.R.S. (2020) Humans and robots in times of quarantine based on first-hand accounts.

Lange, W.J de (2023) Exploring the Use of Sentiment Data in machine learning stock Market Predictions.

Lapshyna, V. (2020) Sparse artificial neural networks : Adaptive performance-based connectivity inspired by human-brain processes.

Lazorenko, D. (2023) Satellite nowcasting of cloud coverage via machine learning.

Leeuwen, R. van (2023) The Perceived Time Theft of TikTok : The Influence of Self-Assessed Social Media Addiction on the Accuracy of Estimating Time Spent on Social Media: A Study among TikTok Users.

Leeuwen, Tessa van (2022) Project Management Methodology for Robotic Process Automation Implementation.

Linders, Stefan (2008) Opportunities and limitations of using SOA concepts and technologies for building BI applications : a Delphi study.

Lizarazo Fuentes, Louis Daniël (2024) Forecasting Microbiology Laboratory Test Volumes using Time Series Models.

Loevezijn, Jasper van (2021) Information value for disruption management in supply chains.

Loof, R. (2019) Predicting the Internal Load of Amateur Athlete’s Based on Their External Load Using Accessible Sensors.

Looijenga, M.S. (2018) The Detection of Fake Messages using Machine Learning.

Loukaidou, M. (2022) Towards a gamified recommender system to facilitate cognitive function in children with dementia.

Lütke-Sunderhaus, D.J. (2021) Using process mining to classify habits through the analysis of daily activities.

Malek, Michael (2022) Textual Clustering for Telecommunication Accident Recommendations.

Man, T. (2019) Measuring and Analysing Resilience of Enterprise Architectures.

Maneschijn, D.G.J.C. (2021) Finding the Appropriate Level of Abstraction for Process Mining in Logistics.

Mars, P.J. van der (2022) Towards a model for recommender systems for reminiscence therapy in Alzheimer’s disease.

Matcov, Alexandru (2024) Explainable AI in Credit Risk Assessment for External Customers.

Matei, Denisa Alexandra (2019) Detection of Health Problems based on Historical Medical Records.

Maximova, A. (2021) Lifestyle games are not only for people with obesity.

Menne, Alexander (2018) Blockchain in the Sharing Economy : Will Blockchain Disrupt Today’s Winning Business Models?

Metz, T. (2021) An exploratory diary study on modelling morning routines.

Midden, J.H. van (2021) Using process mining and event log analysis for better business strategy decision-making.

Mihoci, Alexander (2022) Exploring the Challenges Faced by Small and Medium Sized Enterprises When Adapting to Technological Change.

Miksik, M. (2023) Fine-tuning transformer models for commit message generation and autocompletion.

Miu, Ioana (2020) Fundamental characteristics and concept of material passports.

Modreanu, E.S. (2022) A parent-child eSports e-learning system to foster sustainable gaming for children.

Mol, S. (2020) Movement localization in indoor environments by means of light and air pressure sensors.

Molenaar, K. (2022) Real-world performance analysis of signcryption and sign-then-encrypt schemes for resource-constrained IoT devices.

Mondol, Manaswi (2021) Analysis and Prediction of Earthquakes using different Machine Learning techniques.

Monsma, W.H. (2023) A framework for Notational Analysis in Rocket League Esports : Enhancing Competitive Performance through Data-driven Insights.

Motika, H. (2022) The effects of phishing emails : a meta-analysis.

Neacsu, T. (2022) From EDIFACT to OpenTripModel: analysis, migration and guidelines based on data from real-world logistics companies.

Nguyen, M. (2020) Interaction technology in improving learning of sports tactics : A novel way of teaching adult novice players the volleyball side-out rotation with an interactive LED floor.

Nijhuis, S.P.G. (2022) Dark web markets : what can they teach us?

Nijzink, H.J. (2018) A homemade air quality sensor : is it viable?

Ožiūnas, D.O. (2021) Identifying Severity of COVID-19 In Patients Using Machine Learning Methods.

Pai, A.N. (2021) In pursuit of effective digital marketing actions in the agri-food sector : case FarmX.

Perkowski, Ernest (2020) Impact of ensemble machine learning methods on handling missing data.

Peters, J.G. (2022) The economic and ecological impact of shifting to a modular smartphone design.

Pool, A.W. (2018) An information systems model for supporting fake news disclosure.

Postma, Mart (2023) Best Practices for Big Data Management in the Sports Industry.

Raalte, A. van (2021) Animal activity recognition using a FMCW Millimeter Wave Radar.

Rademaker, F.M. (2022) Subpopulation process comparison for in-hospital treatment processes : a case study for sepsis treatment.

Radu, A. (2021) Speeding Up Convergence For Sparse Training Using Feature Extraction Behaviour.

Richter, N.G. (2019) Process mining in programming game logs to differentiate between skill levels.

Ridder, R.K. de (2019) Business Models for Smart Mobility IoT Data.

Rienstra, K.D. (2023) Assessing the Potential of FHIR as a Standard.

Rietvelt, D.C.J.C. (2019) Influence of neutral word removal on sentiment analysis.

Robert, Julien (2020) Recipe suggestion for meal-sharing online Marketplaces.

Rödel, H.A. (2021) Tailored Cybersecurity Interventions.

Safavi-Zadeh, Daniel (2024) Unravelling the Information Asymmetry in Threat Intelligence.

Sakhi, Tarek (2023) Effectiveness of natural language processing techniques in categorizing scientific articles by research methodology.

Schipper, E.W. (2021) Value conflicts between sustainable and alternative behaviour in daily routines.

Scholte, Harmen (2022) Regrowing Strategies for Dynamic Sparse Training.

Schooten, R.W. van (2019) Characteristics of highly uncertain and complex projects.

Schrijver, G. (2020) Using process mining to compare different variants of the same reimbursement process : A case study.

Schuurman, S.J. (2023) Assessing Interoperability Assessment.

Seinstra, Valerie (2023) Information security awareness training to combat social engineering attacks : A Meta-Analysis.

Seip, H.M.C. (2022) Hospital robots : an experimental study on communicating urgency using non-semantic speech and built-in LED’s.

Sessink, Danique (2018) Using Machine Learning to Detect ICT in Criminal Court Cases.

Shametaj, E. (2023) Sim racing : a performance-enhancing dashboard.

Shoubo, Mohammad Al Amin Kazi (2022) The challenges of recycling critical raw materials and analyzing the alternatives.

Sikking, Martijn (2022) Determining an optimal game strategy for a Business & IT serious game.

Sloot, Emma (2022) Electronic health record from a lab information system.

Slooten, N. van (2020) A maturity level assessment of process mining bottleneck analysis techniques.

Smale, R. (2023) Platform-independent runtime quality metrics for integrations.

Smit, G.W. (2021) Calculating electrical footprint of personal internet use.

Smits, J.J. (2019) What does a Domain Name Say.

Soran, Andreea (2022) A Network Analysis for Assessing Similarities between Micro-Influencers and Their Followers in Music.

Spanier, Johanna (2019) The Illusion of an autonomous social robot in a therapy setting.

Stege, S. ter (2018) Blockchain in logistics : Is blockchain in logistics hyped, or has it true potential to be a game changer?

Stoian, N.A. (2020) Machine Learning for anomaly detection in IoT networks : Malware analysis on the IoT-23 data set.

Stoian, Vlad-Gabriel (2023) Students' Trust in Automated Grading Through Explainable AI Visualizations.

Stoica, E. (2022) A student’s take on challenges of AI-driven grading in higher education.

Streapco, Lia (2023) Morphing Attack Detection (MAD) based on the location of the corneal specular highlights.

Strijbosch, D. (2022) Proposing an ontology for human-related crime recognition in videos.

Svavolia, Kirill (2023) E-participation platforms in the West: usability analysis.

Tekes, Bilge (2020) Communication intervention with technology for minimally verbal autistic children.

Teunissen, T. (2019) Success factors for RPA application in small and medium sized enterprises.

Todorovic, D.Q. (2022) Bringing Intelligence to Wireless Sensor Nodes: Improving Energy Efficiency and Communication Reliability in Sensor Nodes.

Tsankov, Anton S. (2024) Leveraging Information Visualization, Pattern Identification, and Anomaly Detection in Support of Tactical Analysis of Healthcare Contracts.

Tudor, A. (2022) Comparison between traditional and modern option pricing models.

Uilkema, Tim H. (2023) Selecting the Optimal Machine Learning Framework for LiDAR-Based Railroad Inspection and Maintenance at Strukton Rail: A Comprehensive Evaluatio.

Urban, Wojciech (2022) Studying human behaviour to prevent successful spear-phishing attempts.

Valk, A. (2019) Ethics in Datafication: expanding on a new datafication framework.

Varbanova, An-Mari (2022) Integrating Cybersecurity Education in University Curriculum.

Vasilescu, Adrian (2023) Success factors for Federated Data Spaces initiatives.

Veltmaat, S. (2022) Analysing 5G networks across the Netherlands and Switzerland.

Veneman, R. (2021) Real-time skin cancer detection using neural networks on an embedded device.

Verheijen, B.J. (2022) Supply chain risk mitigation strategies : how the Covid-19 pandemic affected the watch industry and what can be improved for future disruptions?

Vording, R.M. (2021) Harvesting unstructured data in heterogenous business environments; exploring modern web scraping technologies.

Vossebeld, F.R. (2022) Towards understanding social interactions through audio signals.

Vredeveld, G.W.R. (2020) Invaluable measurement networks and their critical infrastructure : Uptime discrepancy localization and network improvements.

Vreeman, H.S. (2023) A new approach to reducing the negative effects of social media on the well-being : profile badges.

Waard, D. de (2022) User preference in conditional and unconditional grounding in turn-based spoken dialogue systems.

Weggelaar, S. (2022) The Compliance of Virtual Social Interaction versus Real-life Social interaction.

Weijers, D.S. (2019) Forecasting Airport Passenger Flow to Improve Cleanliness Perception in Restrooms.

Werf, Dagmar van der (2022) Assisting Self-study at the University of Twente Through Student Tutors and Digital Solutions.

Werf, Daniel van der (2021) Information Technology and Data Use in 1PL - 4PL Logistic Companies.

Westra, L.P.M. (2020) Evaluating research on social robots for individuals with intellectual disability.

Widiyanto, B.F. (2021) Using social media data in designing sustainable supply chains : the case of H&M.

Wiesniakowski, K. (2023) Predicting time series of water levels using advanced AI models.

Willems, W.J.M. (2019) Validation of a Datafication Canvas.

Yin, L. (2022) Characterizing types of convolution in CNN for step detection using IMU data.

Zandbergen, N. (2020) Illuminated feedback in an online classroom : Will it help or hinder?

Zenieris, R. (2023) Perception and Bias towards AI-Music.

Zieverink, Niek (2022) Frog Counting Tool.

Zimmerman, Jurit (2007) Toepassen van “serious games” ter ondersteuning van de opleiding binnen het bedrijfsproces ICT service management.

Šerkšnas, Jurgis (2023) Implementing & Integrating Live Mission Recording with Starter Drones.