Department of Information and Communication Technology
Samlinger i dette delarkivet
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Master's theses in Cyber Security [64]
IKT523-G -
Master's theses in Information and Communication Technology [505]
MM500, IKT590, IKT591
Nye registreringer
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AnomalyNet Leraging Neural Networks for unsupervised detection of fish net damages in aquaculture
(Master thesis, 2024)This thesis explores the application of unsupervised neural network models, specifically autoencoders and transformers, for detecting anomalies in fish nets using acceleration vibration signals. The study evaluates the ... -
Implementation Of Reinforcement Learning To Solve Job-Shop Scheduling Problem
(Master thesis, 2024)The Job Shop Scheduling Problem (JSSP) consists of allocating various tasks to distinct machines, each of which has a different sequence of operations. This thesis investigates the application of Reinforcement Learning ... -
Virtual Reality First Aid Training Kit
(Master thesis, 2024)This project investigates the design, development, test and evaluation of a Virtual Reality- based solution for first aid training, aiming to address the demand of the general public for increased knowledge and practical ... -
Deformable Large Kernel Approximation For Semantic Segmentation of Shorelines
(Master thesis, 2024)Marine oil spills have emerged as a major threat to marine ecological safety. Large incidents related to oil extraction and maritime operations has lead to an estimated 1,522,000 tonnes of oil being released into the oceans. ... -
Energy consumption for cluster-based IoT uplink transmissions: A Simulation based Study
(Master thesis, 2024)Along with smart devices and sensors that are expected to grow even further with the continuing development of 5G and beyond 5G systems, there is a great need for energy efficient wireless communication. This study aims ... -
Optimize Plankton Image Classification
(Master thesis, 2024)To understand the impact of climate change on the marine life; researchers have been monitoring and investigating its effect on the food supply chain, among many other things. Plankton form the base of the marine food ... -
Explainable AI in Industrial Control Systems; Key attributes, requirements and proof of concept
(Master thesis, 2024)The increased digitization of the Industrial Control Systems (ICSs) and the integration of Internet of Things (IoT) technologies in Critical Infrastructure (CI), introduced new vulnerabilities to systems' security and ... -
Demographic optimization of regions of interest for heart rate estimation through explainable remote photoplethysmography
(Master thesis, 2024)Heart rate measurement can provide vital insights into the autonomic nervous system and cardiovascular health. Conventional heart rate monitoring devices include electrocardiogram and photoplethysmography, both of which ... -
A Study of Mitigating Advesarial Attacks against Machine Learning Models
(Master thesis, 2024)Machine learning (ML) is a powerful tool to analyze complex data and make predictions, but it faces challenges from adversarial attacks that significantly affect its performance. In this study, we explored the vulnerabilities ... -
Evaluating and Enhancing Custom AI Chat Services: Towards Increasing the Speed, Accuracy and Cost Efficiency of Retrieval Augmented Generation Pipelines
(Master thesis, 2024)Custom AI chat services that utilize Retrieval Augmented Generation are becoming more and more common within different sectors and businesses. When these types of services are used in professional settings like a workplace, ... -
Federated Machine Learning: Privacy, Explainability, and Performance
(Master thesis, 2024)There is an increasing need for explainable and private machine learning. The European Union’s AI Act is a recent legislation aimed at regulating the development and use of artificial intelligence in the European Union. ... -
Magma based Private 5G Networks: Experimental Platform Development and Performance Evaluation
(Master thesis, 2024)In light of the exciting developments in open-source solutions for future communication networks, many industry players are interested in exploring how these solutions can be practically adapted in commercial settings, ... -
Enhancing 5G Network Coverage via UAV-Assisted Communication and Mobility Prediction: A Machine Learning-based Approach
(Master thesis, 2024)This research addresses three critical questions in the context of enhancing 5G network coverage via UAV-assisted communication: predicting user mobility, optimizing UAV deployment, and measuring the performance of developed ... -
Deep learning-based golf swing sequencing from videos
(Master thesis, 2024)This thesis delves into the effectiveness of advanced deep learning configurations for identifying the dynamic and static phases of golf swings, a fundamental skill in golf that directly influences performance outcomes. ... -
Optimizing Educational Videos for Mobile Platforms
(Master thesis, 2024)As digital advancements have dominated the past decades, educational videos have emerged as one of the key methods of delivering content, engaging students and offering deep understanding for learners remotely. This master ... -
Utilizing AI patients in VR simulation for suicide risk assessment training
(Master thesis, 2024)Together with Sørlandet sykehus helseforetak and their team of specialists from the Selvmordsforebyggende nettverk, this thesis investigates the use of artificial intelligence (AI) to play the role of a patient in a virtual ... -
Optimizing Educational Videos for Mobile Platforms
(Master thesis, 2024)As digital advancements have dominated the past decades, educational videos have emerged as one of the key methods of delivering content, engaging students and offering deep understanding for learners remotely. This master ... -
Paramedic Training with Virtual Reality: An Approach to Immersive Learning in Procedural Training
(Master thesis, 2024)Forskning på hvordan VR simulering kan bli brukt til å trene på ABCDE prosedyren for ambulansearbeidere. -
Paramedic Training with Virtual Reality: An Approach to Immersive Learning in Procedural Training
(Master thesis, 2024)Forskning på hvordan VR simulering kan bli brukt til å trene på ABCDE prosedyren for ambulansearbeidere. -
Mission first, safety always?
(Master thesis, 2024)This research project aimed to identify resource deficiencies in F-16 crew chief training. Initial feedback suggested the primary issue was the lack of an operational aircraft, though the data was insufficient to confirm ...