Search for student projects

  1. 2022
  2. Heterogeneous Federated Learning in Robotic Systems

    Jan Stefan Przybyszewski

    Robotics, M.Sc., (Master Programme) 4. semester, 2022

    Student thesis: Master thesis (including HD thesis)

  3. LSTM-Model Forecasting af Vækstaktier

    Jimmi Nick Lauritzen

    Science in Economics, Master, (Master Programme) 4. term, 2022

    Student thesis: Master thesis (including HD thesis)

  4. Probabilistic Forecasting of Global Horizontal Irradiance Using A Deep Attention Based Model

    Bogi Berg, Jonathan Fjord Jønler, Frederik Brunø Lottrup

    Computer Science (IT - International Track), (Master Programme) 4. Term, 2022

    Student thesis: Master thesis (including HD thesis)

  5. ReLight: Capturing spatial-temporal context in Road Traffic Signal Control using recurrency in POMDPs

    Peter Kjær, Samuel Alexander Vall Andersen

    Software, Master, (Master Programme) 4. term, 2022

    Student thesis: Master thesis (including HD thesis)

  6. The Implications of the Energy Crisis for a Danish Plastic Company: An analysis of price elasticity of demand and forecasting

    Christian Øst Cloos, Mathias Krogsgaard, Denesan Shanmuganathan

    Science in Economics, Master, (Master Programme) 4. term, 2022

    Student thesis: Master thesis (including HD thesis)

  7. 2021
  8. Bias-Free Convolutional Neural Networks for Speech Enhancement

    Jakob Krarup Thomsen, James Peter Harris

    Signal Processing and Computing, Master, (Master Programme) 4. term, 2021

    Student thesis: Master thesis (including HD thesis)

  9. Digital twins implementation in Operation and Maintenance Phase of a building lifecycle

    George Michael Quaye

    Construction Management and Informatics (cand.tech.), Master, (Master Programme) 4. term , 2021

    Student thesis: Master thesis (including HD thesis)

  10. 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)

  11. Student thesis: Master thesis (including HD thesis)

  12. 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)

  13. LSTM Model Forecast of Stock Prices for Portfolio Construction

    Jonas Høst Mazur, Steffen Suwan Christensen, Asger Ahlmann-Laursen

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

    Student thesis: Master thesis (including HD thesis)

  14. Student thesis: Master thesis (including HD thesis)

  15. Predicting Phosphorus Concentrations in WWTPs Using Data-Driven Methods

    Laura Debel Hansen

    Sustainable Energy Engineering, Master, (Master Programme) 4. semester, 2021

    Student thesis: Master thesis (including HD thesis)

  16. 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)

  17. Representation learning with autoencoders in drug-target interaction prediction

    Andreas Laugård Hald, Christian Galasz Nielsen, Alexandr Dyachenko, Dominik Tabak

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

    Student thesis: Master thesis (including HD thesis)

  18. Stockmodelling

    Kasper Rønde Kongensgaard

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

    Student thesis: Master thesis (including HD thesis)

  19. Time Series Outlier Detection: Master project Aalborg University

    Mik Christensen

    Master of Information Technology, Software Development (Continuing education), (Continuing Education Programme (Master)) 4. term, 2021

    Student thesis: Master programme thesis

  20. Unsupervised Time Series Outlier Detection

    David Gonzalo Chaves Campos

    Computer Science (IT), Master, (Master Programme) 4. term, 2021

    Student thesis: Master thesis (including HD thesis)

  21. 2020
  22. Advanced WIreless Network Activity Inference: Monitoring wireless communivation meta data.

    Christian Hilligsøe Toft

    Mathematical Engineering, Master, (Master Programme) 4. semester, 2020

    Student thesis: Master thesis (including HD thesis)

  23. Analysis, Design and Implementation Considerations of a Speech Coder Based on LPCNet

    Christian Bekhøi Roskær

    Signal Processing and Computing, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  24. Condition monitoring of the cooling of variable speed drives using artificial intelligence

    Pere Izquierdo Gomez

    Energy Engineering, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  25. Estimating Travel Cost Distributions of Paths in Road Networks using Dual-Input LSTMs

    Christopher Hansen Nielsen, Simon Makne Randers

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

    Student thesis: Master thesis (including HD thesis)

  26. Forecasting of financial assets

    Michael Linddal Thomsen, Alex Korsgaard Pedersen

    Science in Economics, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  27. Improving Basecalling Accuracy With Transformers

    Felix Gravila, Miroslav Pakanec

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

    Student thesis: Master thesis (including HD thesis)

  28. Mediation of Musical Storytelling, Meaning and Emotions Through AI Music Creation Assistant Software

    Monika Banyté

    Techno-Anthropology, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  29. Nowcasting the Danish GDP - Comparative Analysis of LSTM and DFM

    Las Zangana, Shabana Kuhi

    Science in Economics, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  30. Palamut - An Expansion of the Bonito basecaller using language models

    Andreas Christian Meyer Larsen, Magnus Nørhave Hansen, Christian Aae Knudsen

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

    Student thesis: Master thesis (including HD thesis)

  31. 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)

  32. Phenotyping and prediction of the longitudinal home care requirement of elderly citizens

    Steffen Jensen, Mathilde Fischer Gadensgaard

    Biomedical Engineering and Informatics, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  33. Predicting Stochastic Demand using a Multi-Task Recurrent Mixture Density Network

    Ivan Iliev

    Computer Science (IT - International Track), (Master Programme) 4. Term, 2020

    Student thesis: Master thesis (including HD thesis)

  34. Prediction of Choice Using Eye Tracking and VR

    Carlos Gomez Cubero

    Vision, Graphics and Interactive Systems, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  35. Smart Energy Management For Household Prosumer

    Quang Trung Bui

    Energy Engineering, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  36. Underwater Object Recognition with a Remotely OperatedVehicle

    Vitalijs Cehs

    Innovative Communication Technologies and Entrepreneurship, Master, (Master Programme) 4. term, 2020

    Student thesis: Master thesis (including HD thesis)

  37. 2019
  38. Classification of Room Characteristics Using Convolutional Neural Networks: Machine Learning and Room Acoustics

    Sanne Damhus Nielsen, Morten Østergaard Nielsen

    Mathematical Engineering, Master, (Master Programme) 4. semester, 2019

    Student thesis: Master thesis (including HD thesis)

  39. Deep Emotion Recognition through Upper Body Movements and Facial Expression

    Ana Rita Viana Nunes

    Vision, Graphics and Interactive Systems, Master, (Master Programme) 4. term, 2019

    Student thesis: Master thesis (including HD thesis)

  40. Deep Neural Network Analysis of Face Expressions Linked To Emotions and Continuation Desire

    Dines Rae Selvig

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

    Student thesis: Master thesis (including HD thesis)

  41. 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)

  42. Detection and classification of heart opening snaps

    Oliver Thomsen Damsgaard, Simon Bruun

    Biomedical Engineering and Informatics, Master, (Master Programme) 4. term, 2019

    Student thesis: Master thesis (including HD thesis)

  43. Detection of diagnoses in ECG notes

    Martin Sung Jensen

    Biomedical Engineering and Informatics, Master, (Master Programme) 4. term, 2019

    Student thesis: Master thesis (including HD thesis)

  44. Eye Movement Classification Using Deep Learning

    Shagen Djanian

    Vision, Graphics and Interactive Systems, Master, (Master Programme) 4. term, 2019

    Student thesis: Master thesis (including HD thesis)

  45. HydraNet: A Network For Singing Voice Separation

    Esbern Torgard Kaspersen

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

    Student thesis: Master thesis (including HD thesis)

  46. Map-less Navigation in Novel Environments using Deep Reinforcement Learning: A Curiosity-driven approach for Mobile Robotics

    Anders Frederik Nørby Rasmussen

    Global Systems Design (cand.tech.), Master, (Master Programme) 4. term, 2019

    Student thesis: Master thesis (including HD thesis)

  47. 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)

  48. Using Spatial and Temporal Context for Predicting Energy Consumption of Electric Vehicles

    Bjarke Bak Toxværd Madsen, Christoffer Popp Nørskov, Jacob Hjort Bundgaard

    Computer Science, Master, (Master Programme) 4. term, 2019

    Student thesis: Master thesis (including HD thesis)

  49. 2018
  50. Audio Music Generation using Deep Learning in an End-to-End Approach

    Aleix Claramunt Molet

    Sound and Music Computing, (Master Programme) 4. Term, 2018

    Student thesis: Master thesis (including HD thesis)

  51. A Variational Autoencoder Approach for Representation and Transformation of Sounds

    Matteo Lionello

    Sound and Music Computing, (Master Programme) 4. Term, 2018

    Student thesis: Master thesis (including HD thesis)

  52. Correlated Time Series Forecasting using Modular Multi-Task Deep Neural Networks

    Darius-Valer Micu, Razvan-Gabriel Cirstea, Gabriel-Marcel Muresan

    Computer Science (IT), Master, (Master Programme) 4. term, 2018

    Student thesis: Master thesis (including HD thesis)

  53. Danger recognition and visual aid for the monitoring of wayfinding robots in obstacle avoidance scenarios

    Viktor Schmuck, Sonny Glasius Polack

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

    Student thesis: Master thesis (including HD thesis)

  54. 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)

  55. Pointer-CNN for Visual Question Answering

    Jakob Svidt, Jens Søholm Jepsen

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

    Student thesis: Master thesis (including HD thesis)

  56. SC2OPT - Applying Reinforcement Learning and the Options Framework to StarCraft II.

    Bjørn Espen Opstad, Mathias Corlin Mikkelsen, Alexander Kaleta Jensen

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

    Student thesis: Master thesis (including HD thesis)

  57. Single-Channel BLSTM Enhancement for Language Identification

    Peter Sibbern Frederiksen

    Mathematical Engineering, Master, (Master Programme) 4. semester, 2018

    Student thesis: Master thesis (including HD thesis)

  58. Speaker De-Identification using a Factorized Hierarchical Variational Autoencoder

    Mathias Bülow Kastbjerg

    Mathematical Engineering, Master, (Master Programme) 4. semester, 2018

    Student thesis: Master thesis (including HD thesis)

  59. 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)

  60. 2017
  61. 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)

  62. Multi-level Deep Models for Forum Sentiment Classification

    Emil Alexander Lousdahl Nesgaard, Peter Fogh

    Computer Science, Master, (Master Programme) 4. term, 2017

    Student thesis: Master thesis (including HD thesis)

  63. Patient identification based on unfiltered ECG using Hierarchical Temporal Memory

    Rune Kongsgaard Rasmussen

    Biomedical Engineering and Informatics, Master, (Master Programme) 4. term, 2017

    Student thesis: Master thesis (including HD thesis)

  64. 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)

  65. Semi-supervised Semantic Segmentation using Generative Adversarial Networks

    Troels Høg Peter Jensen

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

    Student thesis: Master thesis (including HD thesis)

  66. 2015
  67. Information based multimodal Background Subtraction for Traffic Monitoring Applications

    Thiemo Andreas Alldieck

    Vision, Graphics and Interactive Systems, Master, (Master Programme) 4. term, 2015

    Student thesis: Master thesis (including HD thesis)