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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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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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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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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

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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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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