Master theses

Programs

Karin Griffioen (MBA): Yoga SensAI: Using Artificial Intelligence to provide high-quality and real-time feedback to yoga practitioners
Johan van Slooten (MBA): Detecting Fraudulent Insurance Applications Using a Maching Learning Algorithm
Guus Schilte (MBA): Improving Anti-Money Laundering Regimes by Utilizing Online Reviews
Myrthe Moring (BA-IK): A framework for reducing the discriminative bias in artificial intelligence based recruitment systems.
Joris Jonkers (BA-IK): How machine learning can help estimating project margins within a company
Jurriaan Besenbruch (MA-IS): Optimizing delivery

V.R. Dieduksman (EC): Risk-profile selection bias : what are the effects, and how to correct it?
R. Kaspárek (EC): Shilling attacks on recommender systems with implicit feedback
S. Kozuch (EC): Price prediction from unstructured data
G.W. Mol (MBA): Image recognition of rail insulation joints with convolutional neural networks
F. van der Molen (EC): A comparative analysis of classification algorithms on partly structured, multi-class imbalanced data
B. Postma (EC): Fine-grained classication of seeds in images

N.F. Pot (IS): A Personalized Alternative Flight Recommender Using Collaborative Filtering
A. Kakakis (EC): Predicting the county-level adult obesity rate in the United States using linear regression and machine learning models
J. Hlousek (EC): Modeling company success on crunchbase with Doc2Vec features
T.J.A. van Beerschoten (IS): Towards a General Visualization for Customer Experience

Casper Broertjes (IS): Revealing hidden treasures of museums based on public preferences: A case study
Marieke van Kouwen (IS): Visualizing change in political influence networks to support journalism
Michiel Huizing (IS): Gaining Insight In A City’s Business Climate By Social Multimedia
Timur Carpeev (IS): SketchIron: Workflow for Vector-based Sketching
Roy Dolleman (IS): Personalized visual analytics in a health care environment
Xander Koning (SE): Multimedia Analytics: ontstaan er nieuwe inzichten met intelligente scrollbars bij een scatterplot weergave?
V. Glisovic (EC): Forecasting the success of game-apps based on reviews
G. Overgoor (EC): Predicting the spatio-temporal popularity of brands using multimodal social media posts
Shizhen Tong (IS): Fabric Suggestion: Connecting Social Media And Fabric Providers to Fashion Design Beginners
L. van Twillert (ES): The erroneous use of the Haar wavelet transform for stock price prediction
S. Wieser (EC): Forecasting the success of Apps based on their visual appearance

Ana Vojvodic, User Experience Feedback Dashboards: The Effects of Layered Design on Cognitive and Behavioral Performance
Fernando Flores Garcia (AI), Analyzing and Visualizing News Spread based on Images in Social Media Networks
Kemal Sutcu (IS), Newsboard: The newspaper as a user interface design metaphor for business intelligence
Martin Altmann (IS), Sensemaking in Multimedia Analytics
Daniel Tor (IS), Collaborative Visual Analytics in Multi-Disciplinary Health Care Teams
Martijn van Heeswijk (EC), Finding nuances between tweets: the Nike Just do it Case
Vytautas Jurenas (EC), Automatically measuring brand centrality in user generated contect
Athanasios Athanasiadis (IS): Summarizing Trailplots: A Visual Analytics Approach to Facilitate the Analysis of Two Dimensional Temporal Data
M. van Heeswijk (EC): Finding nuances between tweets : the Nike Just Do It case

Marios Tzakris (AI), A holistic approach for photo-realistic facial expression synthesis based on neural network
Cristina Meniuc (IS), A Design Space for Reusability in Asynchronous Collaborative Visual Analytics
Ian Dashort (FS), Realibility of Attribute Selection in Forensic Investigation
Sammy Odenhoven (IS), Modelling the alignment gap between acadamic and practical information visualization design approaches
Cristiano Colacillo (EU Eurasmus), News Spread Analysis: Images from Social Media
Jiahui Chen (IS), A framework for achieving transparency in e-commerce data mining research
Rene Dekker (IS), Observation-level interaction for dissimilarity based classification

Alexis Kalyvitis (SE), Exploring the use of markup and attributes for classifying HTML snippets
Melvin van Zomeren (IS), Multimedia Analytics for Categorization in Biodiversity
Husnu Tas (FS), Het doorzoeken van grote afbeeldingen-collecties in een forensische context
Imre Levering (IS), A visual analytics approach to post-incident surveillance
Magreet Riphagen (IS), Supporting reflective learning for daily activities using an interactive dashboard

Marcia Fissette (FS), Identification, visualization, and analysis of processes from general ledger data
Anze Sendelbah (IS), Gaining Insight by Interacting with Figures in a Collection of Scientific Documents
Sybren Wille (IS), A Visual Analytics Approach to Analyzing Geo-Tagged Image Collections
Thomas SchermerVoest (SNE), Prededing a digital forensic investigation as a service: Analysis of Job Scheduling Principles and Application of Business Rules
Jop van der Lelie, Rory Breuk (SNE), A Visual Analytic Approach for Analyzing Honeypots
Gina Doekhie (AI), Audio-Visual Speaker Diarization.
Fred Olislagers (IS), The spatiotemporal multivariate hypercube for discovery of patterns in event data.
Willem Bressers (IS), Optimizing a web search engine user interface.

Patrick Divaccio (AI), Multimedia Categorization for Event Identification in Social Media Collections.
Andreas Engl (AI), A Cluster Based Visual Analytics Framework for Browsing Large Image Collections in Digital Forensics.
Smeria Camelia (AI), Browsing Image Sets Through Clustering for Digital Forensics In Child Abuse Investigations.
Ninghang Hu (AI) co-supervised with H. Bouma, Using Previous Observations to Track People in High Density Crowds.
Sander Borsboom (AI) co-supervised with H. Bouma, person matching under large changes in viewpoint and lighting
Redmar Kerkhoff (IS), De wereld van online casino's: een interactief overzicht.
Benoit Claassen (IS), De wereld van onlin casino's: Automatische Informatie Vergaring op Basis van Open Source Intelligence.
Remon van den Bergh (IS), Visualiseren van Emoties in User Generated Content Datastromen op Sociale Netwerksites.
Sanja Bankras (IS), Towards a Spreadsheet Approach for Multimedia Analytics.
Ian Dashort (FS): Colour Based People Search in Surveillance
Moos Hueting (AI): A case study in geometric algebra: Fitting room models to 3D point clouds