Master's theses in Information and Communication Technology: Recent submissions
Now showing items 101-120 of 508
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Predicting Electrical Power Consumption on Yearly Events for Substations: Algorithm Design and Performance Evaluations
(Master thesis, 2020)Accurate prediction of electricity usage is critical for grid companies in or-der to ensure reliable power supply for their customers. Many factors in-fluence usage patterns, but generally they consist of yearly-, ... -
An Encoder-Decoder based Deep Learning Approach for Anonymization of Visual Surveillance Media with Preservation of Utility
(Master thesis, 2020)The field of computer vision has seen significant progress recently fol-lowing innovations in deep learning neural networks. Activity can be identified from surveillance cameras. Automatic detection of unwanted incidents ... -
Playing endgame chess with the Tsetlin Machine
(Master thesis, 2020)The report is about training an Artificial Intelligence(AI) that is able to play out endgames, using the existing solved endgame of chess to train the Tsetlin Machine on. This report describes the methods used to ... -
TsetlinGo : Solving the game of Go with Tsetlin Machine
(Master thesis, 2020)The Tsetlin Machine have already shown great promise on pattern recognition and text categorization. The board game GO is a highly complex game, and the Tsetlin Machine have not yet been tested extensively on strategic ... -
A Deep Learning-based approach for Fault Detection of Power Lines
(Master thesis, 2020)A transmission network is the most crucial part of modern infrastructure. However, it requires an extensive amount of power line inspection each year to maintain, and with an increased interest in replacing large ... -
Analysis of binarization techniques and Tsetlin machine architectures targeting image classification
(Master thesis, 2020)The Tsetlin Machine is a constantly evolving and developing machine learning technique with ever-increasing success. However, for every success, the Tsetlin Machine achieves, a new set of challenges are put ahead. ... -
Hierarchical Fish Species Detection in Real-Time Video Using YOLO
(Master thesis, 2020)Information gathering of aquatic life is often based on time consuming methods with a foundation in video feeds. It would be beneficial to capture more information in a cost effective manner from video feeds, ... -
The Application of the Tsetlin Machine in Checkers
(Master thesis, 2020)The Tsetlin Machine has shown promising results in the domain of board games such as Axis& Allies, showing that the Tsetlin Machine may be a contender to more well-known machine learning algorithms. This research aimed ... -
Playing the game of Hex with theTsetlin Machine and tree search
(Master thesis, 2020)Hex is an abstract mathematical board game where the players aim to build a connection of pieces, traversing the board from edge to edge. The game requires the use of certain patterns to be played ... -
A Machine Learning Approach for Intrusion Detection
(Master thesis, 2020)Securing networks and their confidentiality from intrusions is crucial, and for this rea-son, Intrusion Detection Systems have to be employed. The main goal of this thesis is to achieve a proper detection performance of a ... -
Generating Levels and Playing Super Mario Bros. with Deep Reinforcement Learning Using various techniques for level generation and Deep Q-Networks for playing
(Master thesis, 2020)This thesis aims to explore the behavior of two competing reinforcement learning agents in Super Mario Bros. In video games, PCG can be used to assist human game designers by generating a particular aspect of the game. A ... -
A Generative Adversarial Network approach using Latent Space Manipulation for Clothing Display on Synthetic Images Using the latent space of an non-primed StyleGAN2 networkto manipulate arbitrary clothing onto generated humans
(Master thesis, 2020)The Fashion industry is continuously inventing new clothing. A significant bottleneck when introducing newly designed clothing to the market is advertisements. This thesis looks into the possibility of streamlining this ... -
Design and Implementation of Self-Powered Long Range IoT Device Based on LoRaWAN
(Master thesis, 2020)This project proposes a self-powered long-range wireless sensor node based on Long Range Wide Area Network (LoRaWAN) with various sensing capabilities. The nodes have been designed in such a way that these are ... -
Imitation Accelerated Q-learning on a Simulated Formula Student Driverless Racecar
(Master thesis, 2020)In the international Formula Student competition, only a handful compete in the driverless category. Most of them using expensive hardware such as LIDAR’s. By leveraging reinforcement learning, a cheaper camera based ... -
Investigating a Virtual Reality Solution for Rehabilitation in a Biomechatronics Lab and Home Environment
(Master thesis, 2020)Virtual reality (VR) has emerged as a promising technical tool in physical rehabilitation. VR rehabilitation (VRR) programs, like any rehabilitation, attempt to promote neuroplasticity to improve physical rehabilitation. ... -
"De er jo her fysisk. Da kan de jo bare snakke med hverandre." : En kvalitativ studie av hvilke faktorer som påvirker samfunnsfaglæreres tilrettelegging for elevenes bruk av digital samhandling og kommunikasjon på ungdomstrinnet
(Master thesis, 2020)Dette forskningsprosjektet har hatt som formål å undersøke hvilke faktorer som påvirker lærere på ungdomstrinnet når de planlegger for elevenes bruk av digitale verktøy til samarbeid og kommunikasjon. Forskningsspørsmålene ... -
Increasing Motivation and Engagement in Learning Safe Humane Hunting Skills Through VR and Digital Games
(Master thesis, 2020)This research discusses to what degree a digital learning game can affect motivation, engagement and participation in learning humane and safe hunting, and how a VR version compares to a screen-based version. Additionally, ... -
Digitalt læringsspill som verktøyfor nybegynnende trommeslagere
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Road Detection as a part of the Reward System for Reinforcement Learning-based Autonomous Cars
(Master thesis, 2019)Human drivers are subject to numerous flaws. It is common that the driversget tired and lose control of the vehicle, and some even get drunk or high, whichresults in dangerous situations for themselves and others.Autonomous ... -
Enabling Edge Computing In 5G Via Local Area Data Network : Implementation and Experiments
(Master thesis, 2019)The benefits of cloud computing are eclipsing when compared to other technologies, but the applications of cloud computing are very much cloud computing also has limitations due to its centralized architecture. The centralized ...