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  1. 2017

  2. Audio Event Classification Using Deep Learning in an End-to-End Approach: -

    Jose Luis Diez Antich

    Sound and Music Computing, (Master Programme) 4. Term, 2017

    Student thesis: Master thesis (including HD thesis)

  3. Deep Learning Approaches to Art Style Recognition in Digital Images

    Rasmus Hove Johnsen, Andrea Gradecak

    Software, Master, (Master Programme) 4. term, 2017

    Student thesis: Master thesis (including HD thesis)

  4. Learning Network Features: Link Prediction Framework for Bigraphs

    Philip Thruesen

    Machine Intelligence, Master, (Master Programme) 4. term, 2017

    Student thesis: Master thesis (including HD thesis)

  5. Re-identification Using the Lower Body

    Mathias Zacho Vestergaard, Lasse Vork Borchert

    Vision, Graphics and Interactive Systems, Master, (Master Programme) 4. term, 2017

    Student thesis: Master thesis (including HD thesis)

  6. 2018

  7. Intelligent Machines in Economics - A macroeconomic application of the LSTM neural network

    Rasmus Schier

    Science in Economics, Master, (Master Programme) 4. term, 2018

    Student thesis: Master thesis (including HD thesis)

  8. Low-dose CT image denoising with Convolutional Neural Network in a Non-local Means framework for general applicability using Syngo.via Frontier

    Ignas Kupcikevicius

    Biomedical Engineering and Informatics, Master, (Master Programme) 3. term, 2018

    Student thesis: Master programme thesis

  9. Projecting Spatial Population Distribution Using a Convolutional Neural Network

    Thomas Breilev Lindgreen, Niels Bach-Sørensen

    Surveying, Planning and Land Management (cand.geom.), Master, (Master Programme) 4. semester, 2018

    Student thesis: Master thesis (including HD thesis)

  10. Projecting Spatial Population Distribution Using a Convolutional Neural Network

    Hans Skaarup Larsen

    Surveying, Planning and Land Management (cand.geom.), Master, (Master Programme) 4. semester, 2018

    Student thesis: Master thesis (including HD thesis)

  11. Transfer of Knowledge in a Reinforcement Learning Setting for a Complex Environment - Progressive Networks in StarCraft II

    Malthe Dahl Jensen, Kaare Bak Toxværd Madsen, Andi Rosengreen Kjærsig Aaes

    Software, Master, (Master Programme) 4. term, 2018

    Student thesis: Master thesis (including HD thesis)

  12. Visualisation Tool for Convolutional Neural Networks

    Aron Jozsef Marossy

    Innovative Communication Technologies and Entrepreneurship, Master, (Master Programme) 4. term, 2018

    Student thesis: Master thesis (including HD thesis)

  13. 2019

  14. Deep Neural Network for Alzheimer's disease detection

    Raquel Cacho Zurrunero

    Innovative Communication Technologies and Entrepreneurship, Master, (Master Programme) 4. term, 2019

    Student thesis: Master thesis (including HD thesis)

  15. Designing CRM retention strategies using Deep Learning Customer Churn Prediction model in a subscription-based company

    Jan Petr, Martin Bobula

    Economics and Business Administration (International Marketing), Master, (Master Programme) 4. term, 2019

    Student thesis: Master thesis (including HD thesis)

  16. HydraNet: A Network For Singing Voice Separation

    Esbern Torgard Kaspersen

    Medialogy, Master, (Master Programme) 4. term, 2019

    Student thesis: Master thesis (including HD thesis)

  17. Robot Learning From a Human Expert Using Inverse Reinforcement Learning: A Deep Reinforcement Learning Approach for Industrial Applications

    Rasmus Eckholdt Andersen, Emil Blixt Hansen, Steffen Madsen

    Manufacturing Technology, Master, (Master Programme) 4. term, 2019

    Student thesis: Master thesis (including HD thesis)

  18. Text to Test Mapper

    Edgars Raudive, Marius Ukrinas

    Innovative Communication Technologies and Entrepreneurship, Master, (Master Programme) 4. term, 2019

    Student thesis: Master thesis (including HD thesis)

  19. 2020

  20. A hybrid approach to structural modeling of individualized HRTFs: Generating and combining pinna responses, head-and-torso filtering, and interaural time difference data

    Riccardo Miccini

    Sound and Music Computing, (Master Programme) 4. Term, 2020

    Student thesis: Master thesis (including HD thesis)

  21. Analysis of the welding process sound using Convolutional Neural Networks for penetration state recognition

    Stanislaw Zelazny, Maciej Karol Kolek

    Manufacturing Technology, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  22. AutoBinner: A Metagenomic Binner combining Feature Learning and HDBSCAN

    Mathias Lundhede Hansen, Lasse Erritsø Vive, Simon Nagel Linnebjerg

    Software, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  23. Evaluating the performance of a neuroevolution algorithm against a reinforcement learning algorithm on a self-driving car

    Kristián Kovalsky

    Medialogy, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  24. Exploring Skips and Long-Term Preferences in Session-based Music Recommendation

    Peter Vergerakis, Joachim Valdemar Yde

    Software, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  25. Fault detection of a controlled rectifier using machine learning

    Mohamed Ameen

    Sustainable Energy Engineering, Master, (Master Programme) 4. semester, 2020

    Student thesis: Master thesis (including HD thesis)

  26. Generative Lighting Design with Synesthesia

    Simon Borst Tyroll

    Lighting Design, (Master Programme) 4. Term, 2020

    Student thesis: Master thesis (including HD thesis)

  27. Improved Learning of Joint Distributions using Soft-Coupled GANs

    Patrick Abildgaard Alminde, Markus Hald Juul-Nyholm

    Software, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  28. Improving Basecalling Accuracy With Transformers

    Felix Gravila, Miroslav Pakanec

    Software, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  29. Partitioned Graph Convolution using Adversarial and Regression Networks for Road Travel Speed Prediction

    Jakob Meldgaard Kjær, Lasse Kristensen, Mads Alberg Christensen

    Software, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  30. Performance of machine learning algorithms: case study of BørneTelefonen

    Sharona Boonman

    Digital Communication Leadership (Erasmus+), (Master Programme) 4. Semester, 2020

    Student thesis: Master thesis (including HD thesis)

  31. 2021

  32. Explaining Predictive Uncertainty in Bayesian Neural Networks with Layer-Wise Relevance Propagation

    Lasse Østergaard, Mads Nørgaard Stenkær, Casper Krogh Frydkjær

    Software, Master, (Master Programme) 4. term, 2021

    Student thesis: Master thesis (including HD thesis)

  33. Forecasting depth of anesthesia in laboratory pigs using mixed-data neural network

    Tobias Brinkmann Duncker

    Biomedical Engineering and Informatics, Master, (Master Programme) 4. term, 2021

    Student thesis: Master thesis (including HD thesis)

  34. Forecasting of Danish stocks prices using artificial neural networks: A study comparing forecasts from artificial neural networks with forecasts from autoregressive moving average models.

    Andreas Borup Jørgensen, Mette Koch Møller, Robert Høstrup

    Science in Economics, Master, (Master Programme) 4. term, 2021

    Student thesis: Master thesis (including HD thesis)

  35. Identification of Cigarette Litter with the use of Outdoor Mobile Robots

    Mathiebhan Mahendran

    Robotics, M.Sc., (Master Programme) 4. semester, 2021

    Student thesis: Master thesis (including HD thesis)

  36. ESA_logo_2020_Deep_cropped_1.png

    Improving Global Localization Algorithms for Mars Rovers with Neural Networks

    Iñigo Moreno I Caireta

    Robotics, M.Sc., (Master Programme) 4. semester, 2021

    Student thesis: Master thesis (including HD thesis)

  37. Improving Neural Networks for Predicting Sepsis from Imbalanced, Multivariate Time Series Data with High Missing Rates

    Martin Simonsen, Mathias Højer Svendsen, Simon Dam Nielsen

    Software, Master, (Master Programme) 4. term, 2021

    Student thesis: Master thesis (including HD thesis)

  38. Machine Learning for Automatic Detection of Historic Stone Walls Using LiDAR Data

    Ana Cristina Mosebo Fernandes, Ezra Francis Leslie Trotter

    Surveying, Planning and Land Management (cand.tech.), Master, (Master Programme) 4. term, 2021

    Student thesis: Master thesis (including HD thesis)

  39. Recurrent Recognition Networks for Approximation of BN2O Inference Dedicated to the Medical IntMed System

    Jonas Tvede Henriksen

    Computer Science (IT - International Track), (Master Programme) 4. Term, 2021

    Student thesis: Master thesis (including HD thesis)