TKD - Master i Anvendt data- og informasjonsteknologi (ACIT): Nye registreringer
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Exploring CI/CD Pipelines for Cloud Infrastructure Deployment Can one increase efficiency through amalgamation?
(Master thesis, 2023)Cloud computing has seen a massive surge in popularity over the last decade, and these days it is the go-to solution for many companies and private actors alike when it comes to how they chose to run their programs, systems ... -
Model predictive controller of phosphorus removal in a wastewater treatment process
(Master thesis, 2023)Historically, poor sanitation has always been a concern as it causes diseases such as cholera, intestinal worm infections, polio, typhoid, and dysentery. Sanitation problems are still a pressing issue for many people around ... -
Exploring the Value of GANs for Synthetic Tabular Data Generation in Healthcare with a Focus on Data Quality, Augmentation, and Privacy
(Master thesis, 2023)Artificial Intelligence has demonstrated immense potential in healthcare-related applications, paving the way for advancements in diagnosis, treatment, and patient care. However, data protection laws and regulations present ... -
Development and Control of a Low Cost Solar Powered Autonomous Surface Vessel for Water Quality Investigation and Monitoring
(Master thesis, 2023)This thesis presents an unmanned surface vessel (USV) which was designed with the goal of providing a low-cost, highly accessible, and autonomous platform for water quality inspection and monitoring in coastal areas and ... -
A Comparative Study of Classical and Quantum Deep Q-Learning Agents in OpenAI Gym
(Master thesis, 2023)This study delves into the potential of quantum Deep Q-Learning (DQL) as an efficient approach to solving OpenAI Gym problems, setting it against the backdrop of classical DQL. Within the dynamic landscape of quantum ... -
Revolutionizing Cloud Computing with Predictive Autoscaling using transformer model: Improving Resource Utilization
(Master thesis, 2023)The adoption of cloud computing by small as well as large organizations has been rapidly increasing now a days. While cloud computing can be cost-effective, it can also become very expensive if proper care is not taken. ... -
Predicting ADHD in Children Using Eye-Tracking Data and Mathematical Modeling
(Master thesis, 2023)Attention-Deficit/Hyperactivity Disorder (ADHD) is a prevalent neurobiological condition with far-reaching implications for a child's academic achievement, well-being, and social interactions. Despite its impact, current ... -
Generating realistic eye-tracking data with Transformers
(Master thesis, 2023)Eye-gaze forecasting is a field with a significant number of applications, such as User Interface analysis or improving self-driving cars. Despite its importance, this type of data can be hard to come by due to laws ... -
AI-based clipping of booking events in soccer
(Master thesis, 2023)Manual clipping is currently the gold standard for extracting highlight clips from soccer games. However, it is a costly, tedious, and time-consuming task that is impractical and unfeasible for, at least, lower-league games ... -
A nutrition calculator to assist healthier food production : Focusing on the usability perspective
(Master thesis, 2023)In today’s time, the focus on a healthy diet and nutrition has never been higher. Many new food products that enter the market is often labeled with a healthy claim to get the attention of the consumers. Some recognizable ... -
Prediction of influent composition in wastewater and sludge based on Statistical and Machine Learning models
(Master thesis, 2023)For the optimized operation of a wastewater resource recycle facility (WWRF), it is essential to consider significant disturbances such as fluctuations in the influent flow rate and wastewater compositions. The online ... -
Optimizing Biogas Production and Energy Efficiency in Anaerobic Digestion Process: Development and Evaluation of Control Strategies
(Master thesis, 2023)Anaerobic digestion is a biological process utilized for the conversion of organic matter into valuable biogas and nutrient-rich digestate. This renewable energy technology holds great potential in addressing multiple ... -
An Investigation into using Deep Convolutional Neural Networks for ECG Analysis
(Master thesis, 2023)In this day and age, the fascination surrounding deep learning and AI is at its absolute peak. Both in terms of hype and controversy the current interest level is unprecedented, with exciting developments happening at a ... -
Artificial intelligence (AI) literacy among older adults
(Master thesis, 2023)The use of artificial intelligence is increasing in many areas of society and is also being seen as a possible opportunity to overcome challenges associated with aging. However, there is not much research on older adults' ... -
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 ...