Master's theses in Information and Communication Technology: Recent submissions
Now showing items 81-100 of 508
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Combining Deep Privacy with an Attribute-driven Generative Adversarial Network to Preserve Gender and Age in De-identified CCTV Footage
(Master thesis, 2021)A surveillance camera is an efficient solution to prohibit crimes for both small and big businesses, and is broadly utilized in big cities. Today, the police force can only access the camera footage for further investigation ... -
An exploration of semi-supervised text classification
(Master thesis, 2021)Obtaining labeled data to train natural language machine learning algorithms is often expensive and time-consuming, while unlabeled data usually is free and easy to get. Frequently a large amount of labeled data ... -
A Supervised Attention-Based Multiclass Classifier for Tile Discarding in Japanese Mahjong
(Master thesis, 2021)Japanese Mahjong, an imperfect-information, multiplayer, multi-round game, has become an area of interest for the AI community due to its immense imperfect-information space and complex playing and scoring rules. In 2020 ... -
IoT-based Data Collection and Transmission for Thermal Water Supply Systems in a Smart Home: Implementation and Testing
(Master thesis, 2021)This thesis will look into theoretical aspect, implementation and design of data collection and data communication systems. The core system that this thesis use as a data collection system is a thermal water system that ... -
Classification of GNSS Jammers using Machine Learning : Multivariate Time Series and Image Classification Based Approaches
(Master thesis, 2021)GNSS is one of the most widely used positioning techniques in modern technology. However, the signals from the GNSS satellites are weak on earth due to the propagation attenuation, making GNSS-based systems vulnerable to ... -
User-Centered Design and Evaluation of an Augmented Reality-based Decision Support Prototype for Ambulance Workers
(Master thesis, 2021)Background: The demand for healthcare services is increasing globally, and there is a need for improved, sustainable health services. The Norwegian Ministry of Health and Care Services highlights the need for improved ... -
Deep Hybrid Neural Networks on Multi-temporal Satellite Data: Predicting Farm-scale Crop Yields
(Master thesis, 2021)Accurate farm-scale crop yield predictions can enable farmers to improve their yield per decare and inform subsequent sectors of the availability of grains sooner. Existing research on yield predictions is limited to ... -
Non-Wearable IoT-Empowered Real-Time Data Collection for Health Monitoring: Design and Implementation
(Master thesis, 2021)Available from 01/07/2026 -
An Environment Adaptive Approach for Indoor Localization Using the Tsetlin Machine
(Master thesis, 2021)Indoor positioning is a challenging task due to the small scale of area and the complex electromagnetic environment. Among different distance measurement schemes, Received Signal Strength Indication (RSSI) readings are ... -
Blockchain-based Smart Contracts for Consent Management in eHealth
(Master thesis, 2021)Since the introduction of Bitcoin by Satoshi Nakamoto in a white paper in 2008, Blockchain has gathered considerable attention because of its ability to be decentralized and immutable. Blockchain is still considered as a ... -
An Attention-Based Encoder-Decoder for Week-Ahead Sales Forecasts Applied to a Norwegian Zoo
(Master thesis, 2021)Accurate sales forecasts are vital for companies to plan efficiently and make strategic economic decisions. However, predicting future sales is a complex problem due to the high variance and strong seasonality of sales ... -
Estimation of temperature development in secondary substation transformers
(Master thesis, 2021)The temperature in a transformer element has a great impact on the aging process fora transformer. After a pilot project that aimed to make their power grid smarter, Agder Energi had temperature-data from sensors placed ... -
Using AI and Robotics for EV battery cable detection.: Development and implementation of end-to-end model-free 3D instance segmentation for industrial purposes
(Master thesis, 2021)This thesis describes a novel method for capturing point clouds and segmenting instances of cabling found on electric vehicle battery packs. The use of cutting-edge perception algorithm architectures, such as graph-based ... -
A decentralized Ethereum platform for smart energy trading : Designing and implementing an eAuction application for energy trading on the Ethereum blockchain by using smart contracts
(Master thesis, 2021)The modern energy grid is constantly improving its efficiency and flexibility by adopting new technology. Regional energy providers, however, have a monopolistic role in deciding market prices, and their motives have been ... -
Hand Gestures Recognition using Thermal Images
(Master thesis, 2021)Hand gesture recognition is important in a variety of applications, including medical systems and assistive technologies, human-computer interaction, human-robot interaction, industrial automation, virtual ... -
User centered design of an emergency support solution for horseback riders
(Master thesis, 2021)As horseback riding has become increasingly popular, and is such a dangerous sport, there is a need for an emergency support solution for horseback riders that can help themget the assistance they require in time. In order ... -
Expanding Convolutional Tsetlin Machine for Images with Lossless Binarization
(Master thesis, 2020)Deep convolutional neural networks (CNN) is known to be efficient in image classification but non-interpretable. To overcome the black box nature of CNN a derivative of the Tsetlin automata, the convolutional Tsetlin machine ... -
Learning Automata-Based Object Partitioning with Pre-Specified Cardinalities
(Master thesis, 2020)The Object Migrating Automata (OMA) has been used as a powerful AI-based tool to resolve real-life partitioning problems. Apart from its original version, variants and enhancements that invoke the pursuit concept ... -
3D Convolution Neural Networks for Medical Imaging; Classification and Segmentation : A Doctor’s Third Eye
(Master thesis, 2020)In this thesis, we studied and developed 3D classification and segmentation models for medical imaging. The classification is done for Alzheimer’s Disease and segmentation is for brain tumor sub-regions. For the medical ...