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Student theses

Active learning in VAE latent space

Author: Tonnaer, L., 25 Sep 2017

Supervisor: Menkovski, V. (Supervisor 1), Portegies, J. W. (Supervisor 2) & Holenderski, M. (Supervisor 2)

Student thesis: Master

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An exploration and evaluation of concept based interpretability methods as a measure of representation quality in neural networks

Author: Remmits, Y., 30 Sep 2019

Supervisor: Menkovski, V. (Supervisor 1) & Stolikj, M. (External coach)

Student thesis: Master

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Anomaly detection in text data using deep generative models

Author: Esposito, R., 30 Aug 2019

Supervisor: Menkovski, V. (Supervisor 1) & van Ipenburg, W. (External person) (External coach)

Student thesis: Master

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Anomaly detection with generative models: with applications to lung cancer screening

Author: Mendoza Marin, R., 26 Feb 2018

Supervisor: Menkovski, V. (Supervisor 1) & Mavroeidis, D. (External person) (External coach)

Student thesis: Master

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Boosted tree learning for balanced item recommendation in online retail

Author: Dikker, J., 18 Dec 2017

Supervisor: Zhang, Y. (Supervisor 1), Menkovski, V. (Supervisor 2), Kaymak, U. (Supervisor 1) & Coenraad, S. (External person) (External coach)

Student thesis: Master

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Clustering low-level events into activities: a time-based approach

Author: Dündar, S., 26 Nov 2018

Supervisor: de Leoni, M. (Supervisor 1), Eshuis, R. (Supervisor 2) & Menkovski, V. (Supervisor 2)

Student thesis: Master

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Content based CT retrieval for pulmonary nodules: deep metric learning based feature extraction

Author: Aerts, T., 28 Feb 2019

Supervisor: Menkovski, V. (Supervisor 1), Holenderski, M. (Supervisor 2) & Veta, M. (Supervisor 2)

Student thesis: Master

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Deep reinforcement learning: case study with standard RL testing domains

Author: Wang, X., 31 Mar 2016

Supervisor: Pechenizkiy, M. (Supervisor 1) & Menkovski, V. (External coach)

Student thesis: Master

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Detection of pre-microRNAs with convolutional neural networks

Author: Cordero Cruz, J., 24 Jun 2019

Supervisor: Menkovski, V. (Supervisor 1) & Allmer, J. (External person) (External coach)

Student thesis: Master

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Dimensionality reduction of gene expression data

Author: Arts, S., 25 Jun 2018

Supervisor: Menkovski, V. (Supervisor 1)

Student thesis: Master

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Fault detection in protein microarrays using deep-learning-based image analysis

Author: Ankomah, C., 29 Jan 2018

Supervisor: Menkovski, V. (Supervisor 1)

Student thesis: Master

Feature extraction and feature evaluation framework for document representation

Author: Wang, Y., 27 Nov 2017

Supervisor: Ni'Mah, I. (Supervisor 1), Menkovski, V. (Supervisor 2), van Ipenburg, W. (External person) (External coach) & Wilbik, A. (Supervisor 2)

Student thesis: Master

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Feature extraction from unstructured text data

Author: Xi, J., 29 May 2017

Supervisor: Menkovski, V. (Supervisor 1), Pechenizkiy, M. (Supervisor 2) & Veldsink, J. W. (External person) (External coach)

Student thesis: Master

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Forecasting commodity prices

Author: Theunissen, R., 31 Jul 2018

Supervisor: Dijkman, R. (Supervisor 1) & Menkovski, V. (Supervisor 2)

Student thesis: Master

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Hierarchical annotation of images with two-alternative-forced-choice metric learning

Author: Hellinga, N., 30 Aug 2019

Supervisor: Menkovski, V. (Supervisor 1)

Student thesis: Master

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Improving localization performance on images using auxiliary views

Author: Boukouvalas, C., 28 May 2018

Supervisor: Menkovski, V. (Supervisor 1), Bresch, E. (External person) (External coach) & Großekathöfer, U. (External coach)

Student thesis: Master

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Improving therapy adherence using smart persuasive interventions generated by an RNN-RL framework

Author: Luijten, S., 30 Aug 2019

Supervisor: Menkovski, V. (Supervisor 1), Hassani, M. (Supervisor 2) & Prins, W. (External coach)

Student thesis: Master

Label efficient machine learning for multiclass image classification

Author: Irene Septyo Rini Panuju, .., 30 Sep 2019

Supervisor: Menkovski, V. (Supervisor 1), Zannone, N. (Supervisor 2) & Lakkad, H. (External person) (External coach)

Student thesis: Master

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Latent variable separation with variational autoencoders

Author: Perez Rey, L., 29 Oct 2018

Supervisor: Portegies, J. W. (Supervisor 1) & Menkovski, V. (Supervisor 2)

Student thesis: Master

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Modeling anomaly detection for imbalanced datasets with deep generative models

Author: Santos Buitrago, N., 24 Sep 2018

Supervisor: Menkovski, V. (Supervisor 1)

Student thesis: Master

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Modeling event timelines using a deep RNN

Author: van de Ven, J., 27 Nov 2017

Supervisor: Menkovski, V. (Supervisor 1)

Student thesis: Master

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Pose estimation on depth images of clinical patients

Author: Lyu, B., 27 Nov 2017

Supervisor: Menkovski, V. (Supervisor 1) & Zhang, L. (External person) (External coach)

Student thesis: Master

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Right coronary artery labelling with point annotations

Author: Ferrero Montes, L., 28 Oct 2019

Supervisor: Menkovski, V. (Supervisor 1), Oliván-Bescós, J. (External person) (External coach) & Özçelebi, T. (Supervisor 2)

Student thesis: Master

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Scaling reinforcement learning for the train shunting problem

Author: O'Driscoll, N., 16 Dec 2019

Supervisor: Menkovski, V. (Supervisor 1), Duivesteijn, W. (Supervisor 2) & Holenderski, M. J. (Supervisor 2)

Student thesis: Master

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Shortness of breath deterioration detection from speech recordings

Author: Boelders, S., 25 Nov 2019

Supervisor: Menkovski, V. (Supervisor 1), Härmä, A. S. (External person) (External coach) & Verbeek, K. A. (Supervisor 2)

Student thesis: Master

The train unit shunting problem: a deep reinforcement learning approach

Author: Peer, E., 31 Jul 2018

Supervisor: Zhang, Y. (Supervisor 1) & Menkovski, V. (Supervisor 2)

Student thesis: Master

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Unsupervised feature learning in a federated setting for human activity detection

Author: van Berlo, B., 30 Sep 2019

Supervisor: Ozcelebi, T. (Supervisor 1), Exarchakos, G. (Supervisor 2), Menkovski, V. (Supervisor 2), Saeed, A. (Supervisor 2) & Brandsma, E. (External person) (External coach)

Student thesis: Master

Using semantic roles to improve inference systems

Author: Mulders, P., 23 Apr 2018

Supervisor: Menkovski, V. (Supervisor 1)

Student thesis: Master

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Weakly supervised object localization with multiple instance learning network on industrial inspection images

Author: Öztürk, Y., 30 Aug 2019

Supervisor: Menkovski, V. (Supervisor 1) & Boughorbel, F. (External person) (External coach)

Student thesis: Master

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