Bachelor Data Science

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• A framework for predicting book popularity through features extracted from narrative text

  Broeders, J. (Author), Kleinberg, B. (Supervisor 1), Jan 2022

  Student thesis: Bachelor

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• An Optimization Approach to Substituting Ingredients Regarding Nutrition, Ecological Impact and Food Waste

  Getachew, A. S. (Author), Wagenaar, J. C. (Supervisor 1) & Delorme, M. (Supervisor 2), Jun 2023

  Student thesis: Bachelor

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• A Sentiment trajectory comparative study on pop music during the years 1960-1970 and 2000-2010

  Mambeke, D. M. W. M. (Author), Kleinberg, B. (Supervisor 1), Jan 2022

  Student thesis: Bachelor

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• Assessing scientific progress through peer review using cosine similarity

  van der Leeuw, M. A. (Author), Kleinberg, B. (Supervisor 1), 2022

  Student thesis: Bachelor

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• Can the success of shared mobility services be based on the geographical features?

  Mulder, J. G. A. (Author), Wagenaar, J. (Supervisor 1), Apr 2022

  Student thesis: Bachelor

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• ClustSCA: An R package for Clusterwise Simultaneous Component Analysis

  van der Wee, W. J. (Author), De Roover, K. (Supervisor 1), 2021

  Student thesis: Bachelor

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• Combining Biclustering with Probabilistic Predictive Models to Develop Personalised Sets for the Famous Faces Test

  Broszczak, H. M. (Author), van Deun, K. (Supervisor 1), Jun 2023

  Student thesis: Bachelor

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• Component selection for Sparse Principal Component Analysis

  Snijder, L. L. (Author), van Deun, K. (Supervisor 1), 2021

  Student thesis: Bachelor

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• Convex Clusterwise Sparse PCA

  Shah, S. C. (Author), van Deun, K. (Supervisor 1) & Berends, T. (External coach), Jun 2022

  Student thesis: Bachelor

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• Convex Clusterwise Sparse PCA with unknown groups

  Berends, T. L. (Author), van Deun, K. (Supervisor 1), 19 Jun 2022

  Student thesis: Bachelor

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• Creating an AI able to generate text content using neural network and text embedding: How can machine learning methods be used to generate 8-star reviews of clothing fit that resemble human-generated reviews?

  Tran, T. N. B. (Author), Delorme, M. (Supervisor 1), Jun 2022

  Student thesis: Bachelor

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• Deep Reinforcement Learning for Snake: How well does a deep Q-network model for classic snake perform with slight variations in the game rules?

  Abraham, D. (Author), Delorme, M. (Supervisor 1), Jun 2023

  Student thesis: Bachelor

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• Dietary Restrictions and/Revisiting the Diet Problem

  Coolen, K. W. M. (Author), Delorme, M. (Supervisor 1), 2021

  Student thesis: Bachelor

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• Dimensionality Reduction with PCA Using Penalized Semi-Integrated Likelihood On Modified Data

  van Gansewinkel, S. (Author), van Deun, K. (Supervisor 1), 2021

  Student thesis: Bachelor

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• Effect of measurement error on sparse principal component analysis

  Lee, D. (Author), van Deun, K. (Supervisor 1), 19 Jun 2022

  Student thesis: Bachelor

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• Estimating the Minimum Sample Size Through the Use of a Simulation for Machine Learning Problems

  Kölnn, N. M. P. (Author), Kleinberg, B. (Supervisor 1), Aug 2021

  Student thesis: Bachelor

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• Exploring Individual Differences and Item Characteristics in the Dutch Famous Faces Test for Alzheimer’s Disease

  Snoeren, E. (Author), van Deun, K. (Supervisor 1), 18 Jun 2023

  Student thesis: Bachelor

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• Exploring Individual Differences in Performance on the Famous Faces Test: A Tree-Based Machine Learning Approach

  Paulus, X. E. J. L. (Author), van Deun, K. (Supervisor 1), 18 Jun 2023

  Student thesis: Bachelor

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• Finding Predictors for and Comparing Item and Associative Memory Decline in Healthy Older Adults

  Brinkman, N. P. (Author), van Deun, K. (Supervisor 1), Brehmer, Y. (External coach), van den Elzen, E. H. T. (External coach) & Mark, R. E. (External coach), Jun 2023

  Student thesis: Bachelor

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• Finding the minimum required sample size in a binary classification problem to proximate the true accuracy score of model predictions using simulated data

  Ergün, M. (Author), Kleinberg, B. (Supervisor 1), 14 Jun 2021

  Student thesis: Bachelor

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• gpowerr: Implementing the Sparse PCA Generalized Power method in R

  Verhoef, R. (Author), van Deun, K. (Supervisor 1), 2021

  Student thesis: Bachelor

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• How can a machine learning algorithm generate seemingly human negative reviews about mobile apps?

  Hauck, P. (Author), Delorme, M. (Supervisor 1), 2022

  Student thesis: Bachelor

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• How can a machine learning model generate credible 4-star reviews for beauty products on Amazon?

  Singh, D. (Author), Delorme, M. (Supervisor 1), Jun 2022

  Student thesis: Bachelor

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• How can unsupervised learning methods and AI be used to generate 3-star reviews for businesses?

  Michielsen, D. P. J. (Author), Delorme, M. (Supervisor 1), 19 Jun 2022

  Student thesis: Bachelor

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• How can we create legitimate positive reviews for video games using unsupervised processing methods and AI?

  Hermans, D. P. H. (Author), Delorme, M. (Supervisor 1), Apr 2022

  Student thesis: Bachelor

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• Impact of peer-reviews on scientific paper quality and similarity

  Verheiden, L. A. A. M. (Author), Kleinberg, B. (Supervisor 1), Jun 2022

  Student thesis: Bachelor

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• Information Asymmetry in Public Funding: Implications for Innovation Stimulation by the Dutch Government

  Veldkamp, J. (Author), Lafarre, A. J. F. (Supervisor 1), Skultétyová, I. (External coach) & van den Bosch, S. (Supervisor 2), 2020

  Student thesis: Bachelor

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• Integrated Label: Food Waste, GHG Emission, and Nutritional Values

  van Megen, Y. A. L. (Author), Wagenaar, J. C. (Supervisor 1), 25 Jun 2023

  Student thesis: Bachelor

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• Inventory management optimisation of an e-grocer

  Kervezee, T. S. (Author), Brekelmans, R. C. M. (Supervisor 1), Merzifonluoglu, Y. (External coach) & Goos, S. (External coach), 2019

  Student thesis: Bachelor

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• Keeping Track of Your Nutrition: A Study on meeting nutritional reference intakes with a plant-based diet

  Brouwer, S. (Author), Wagenaar, J. C. (Supervisor 1), 19 Jun 2022

  Student thesis: Bachelor

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• Learning non-linear effects in dynamic social networks

  Kiandoost, A. (Author), Mulder, J. (Supervisor 1), 15 Feb 2023

  Student thesis: Bachelor

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• Linear Panel Model Analysis On Longitudinal Data: The Quality of Life of Cancer Survivors After Treatment

  Chatzigiannidis, J. (Author), van Deun, K. (Supervisor 1), 2023

  Student thesis: Bachelor

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• Linear programming in diet optimization

  Nowak, B. (Author), Wagenaar, J. C. (Supervisor 1) & Delorme, M. (Supervisor 2), Jun 2023

  Student thesis: Bachelor

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• Making sense of multiblock data

  Reep, C. (Author), van Deun, K. (Supervisor 1), 2020

  Student thesis: Bachelor

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• Measuring the effect of academic writing experience on the peer review process using NLP similarity models

  Boonstra, N. E. (Author), Kleinberg, B. (Supervisor 1), Jul 2022

  Student thesis: Bachelor

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• Minimizing the environmental impacts of a nutrient-adequate diet

  Schrama, M. S. (Author), Wagenaar, J. (Supervisor 1), Jun 2022

  Student thesis: Bachelor

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• Network Analysis on Scraped Fashion-Related Tweets

  Lemhour, O. (Author), Mulder, J. (Supervisor 1), Meijerink-Bosman, M. (Supervisor 2), Lakdawala, R. (Supervisor 2) & Arena, G. (Supervisor 2), Jul 2022

  Student thesis: Bachelor

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• Optimising a healthy and sustainable diet for Dutch consumers

  van der Velden, J. M. (Author), Wagenaar, J. (Supervisor 1), Jun 2022

  Student thesis: Bachelor

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• Optimizing locations of station-based shared mobility by predicting demand using free-floating demand and spatial characteristics

  Smulders, P. (Author), Wagenaar, J. (Supervisor 1), Jun 2021

  Student thesis: Bachelor

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• Optimizing minesweeper and its hexagonal variant with deep reinforcement learning

  Smulders, B. G. J. P. (Author), Delorme, M. (Supervisor 1), 25 Jun 2023

  Student thesis: Bachelor

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• Peer Review’s Review : Quantifying the Impact of Scientific Peer Review Using Natural Language Processing Techniques

  Polak, R. (Author), Kleinberg, B. (Supervisor 1), 2022

  Student thesis: Bachelor

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• Predicting the next pass in NBA games using the Relational Event Framework

  Mikkers, A. D. (Author), Mulder, J. (Supervisor 1) & Generoso Vieira, F. (Supervisor 2), Jan 2023

  Student thesis: Bachelor

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• Prediction of long-term symptom burden among cancer survivors: A machine learning analysis

  Offringa, S. (Author), van Deun, K. (Supervisor 1), Oerlemans, S. (External coach) & de Rooij, B. H. (External coach), 21 Jan 2023

  Student thesis: Bachelor

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• Preserving privacy in Data Analysis: An analysis of Differential Privacy Techniques: Exploring the benefits and limitations of Differential Privacy Mechanisms

  Koopman, J. H. (Author), van den Akker, R. (Supervisor 1), Vermeer, M. (External coach) & Duijkers, P. (External coach), Jun 2023

  Student thesis: Bachelor

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• Ranking Dutch Neighborhoods by Personal Characteristics to Select the Best Future Shared Mobility Locations for Private Use

  Houdijk, J. S. (Author), Wagenaar, J. (Supervisor 1) & Paanakker, F. (External coach), 24 Jun 2021

  Student thesis: Bachelor

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• Relational event models: Different factors that influence social interaction in various settings

  Bosch, T. P. R. (Author), Mulder, J. (Supervisor 1), 2022

  Student thesis: Bachelor

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• Strategizing Single Player Video Games: Using mixed integer linear programming techniques to maximize income in Stradew Valley

  de Weerd, R. A. R. (Author), Delorme, M. (Supervisor 1), Jun 2023

  Student thesis: Bachelor

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• Towards a greener plate: Optimizing food choices to minimize climate impact

  Boot, T. H. M. (Author), Wagenaar, J. C. (Supervisor 1), 17 Jun 2023

  Student thesis: Bachelor

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• Using extractive text summarization to analyze information distribution within texts

  Corsten, F. D. A. (Author), Kleinberg, B. (Supervisor 1), Jan 2022

  Student thesis: Bachelor

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• Using predicted symptom clusters to compute the course of a patient’s HRQL among different lymphomas

  Feijen, W. H. (Author), van Deun, K. (Supervisor 1), Oerlemans, S. (External coach) & de Rooij, B. H. (External coach), 21 Jan 2023

  Student thesis: Bachelor

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