TKD - Master i Anvendt data- og informasjonsteknologi (ACIT): Nye registreringer
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Generating Synthetic Medical Images with 3D GANs
(Master thesis, 2023)This thesis presents a novel approach to overcoming the challenges associated with the scarcity of annotated medical image data, a significant hurdle in cancer detection. We propose the use of Generative Adversarial Networks ... -
Accessibility of digital teaching materials. Identifying barriers faced by students with visual impairment in digital teaching materials
(Master thesis, 2023)Information and communication technology has revolutionized all sectors and all aspects of human life. In the education sector, technology enhances the learning experience and access to learning materials, and it is also ... -
PAST - Profile-based Algorithm for Scheduling Tests, Intelligent Test Scheduling in the Cloud
(Master thesis, 2023)Computer technology is an essential part of today's society with more and more critical infrastructure and important services being moved to the Internet every day. This widespread use of the Internet has increased the ... -
"Sustainable Wind Turbine Predictive Maintenance: Detecting Mexican Hats in Wind Speed Data for Efficient Operations"
(Master thesis, 2023)Wind turbines are critical for renewable energy generation, but unexpected maintenance issues can hinder their efficient operation. Predictive maintenance can mitigate these issues by detecting early signs of turbine ... -
Mathematical insights into eye gaze dynamics of autistic children
(Master thesis, 2023)Early detection and diagnosis of Autism Spectrum Disorder (ASD) is crucial for effective intervention and improved outcomes. Eye-tracking technology offers a non-invasive and objective method for detecting autism symptoms, ... -
Analyzing and Benchmarking the Performance of Different Cloud Services for Agile App Deployment
(Master thesis, 2023)Cloud computing has become a popular method for organizations to deploy and host websites. The cloud offers several innovative solutions and services for these tasks, but they also bring new challenges. Selecting the ... -
Virtual measurements in Wastewater treatment plant: Machine learning models for predicting the PO4 concentration in the effluent
(Master thesis, 2023)Due to the underlying complexity of wastewater treatment plant (WWTP) processes, it might be challenging to respond appropriately and promptly to the dynamic process conditions in order to ensure the quality of the effluent, ... -
Towards Green Container Management: A novel approach for container resource allocation through statistical modeling
(Master thesis, 2023)In this exploratory study, a comprehensive framework is presented that leverages ARIMA and Facebook's Prophet time series forecasting models for predicting container resource usage in a Kubernetes environment. The framework ... -
Electricity Price Forecasting using Multivariate Price Time Series
(Master thesis, 2023)Since the recent rise of European electricity prices, the field of electricity price forecasting (EPF) has gained increased popularity. With the renewable energy transition, the complexity of EPF has become more challenging ... -
Target Tracking Control for an Unmanned Surface Vessel: Optimal Control vs Reinforcement Learning
(Master thesis, 2023)This thesis studies the development and performance of Nonlinear Model Predictive Control (NMPC) and Reinforcement Learning (RL) for a target-tracking problem. The methodology involves developing the NMPC and RL approach ... -
Supply chain risks from Cloud Security Posture Management
(Master thesis, 2023)Cloud security posture management services (CSPMSs) support security efforts in the industry by providing more convenient ways of detecting misconfigurations, threats, and vulnerabilities in the cloud. The capabilities of ... -
Your head in the clouds - Towards intuitive cloud interaction through virtual reality
(Master thesis, 2023)As cloud services continue to expand every year, their complexity in terms of user interaction also increases. For the untrained, navigating cloud tools can be confusing, especially when the interaction still relies on ... -
Accessibility of self-service technology
(ACIT;2022, Master thesis, 2022)With the technology evolving at today’s fast pace, and the world becoming more digital, services are becoming more digital as well. With digitalization of services, more services become self-service, but is the self-service ... -
Marker free 6D pose estimation for underwater vehicles with monocular RGB cameras
(ACIT;2022, Master thesis, 2022)Unmanned underwater vehicles (UUV) are important for industry, science and explora- tion. A key step in increasing their autonomy and lowering costs is performing 6D pose estimation on objects it interacts with. This ... -
Exploratory data analysis of near-infrared spectrum from rats with biodegradable magnesium alloy implant
(ACIT;2022, Master thesis, 2022)Biodegradable Magnesium (Mg) based implants were recently developed to replace non-degradable metallic implants. The optical probe can capture variations in vivo from biological tissues using the near-infrared spectrum. ... -
A comparative study between Microservices and Serverless in the cloud
(ACIT;2022, Master thesis, 2022)The revolutionary transformation toward cloud computing microservices has gained rapid momentum among IT circles due to its agility, scalability, and resiliency. Many applications are deployed using microservices at their ... -
Smart chatbot
(ACIT;2022, Master thesis, 2022)Chatbots or smart conversational chatting machines are being built using Artificial Intelligence and machine learning technologies to solve the existing problems in the area of natural language processing. Thanks to the ... -
A study of modern cluster-based high availability database solutions
(ACIT;2022, Master thesis, 2022)High availability in cloud computing is a top concern which refers to keeping service operational for the maximum amount of time. In any given application and service, the high availability of a database plays a crucial ... -
Topics in guidance, navigation & control of underwater gliders
(ACIT;2022, Master thesis, 2022)This thesis is concerned with the topics of modeling, guidance, navigation, and control of underwater gliders, related to a special class of autonomous underwater vehicles (AUVs). Gliders main source of locomotion is a ... -
Activity dependent delay learning in spiking neural networks
(ACIT;2022, Master thesis, 2022)Several observations indicate activity dependent changes in the propagation velocity of action potentials in biological neural networks. These changes are believed to be deliberate mechanisms in the brain used to mediate ...