113 Tietojenkäsittely ja informaatiotieteet
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Comparing Transaction Management Methods in Microservice Architecture
(2023)Microservice architectures promise frequent and low-risk deployments, high scalability and flexible technologies. Microservices are independently deployed units of software modeled around a business domain, collectively ... -
Developing a User-Centric Data Labelling Tool for Sentiment Analysis : A Comparative Study of Explainable AI and Non-Explainable AI
(2023)Sentiment analysis, especially within platforms abundant in user-contributed content such as social media, has gained paramount importance. However, given the intricate nuances of human emotions, the 'human-in-the-loop' ... -
Anonymization of production data to create functioning and useful test environment data
(2023)This thesis will investigate different methods to anonymize production data to inject it or parts of it into the test environment. The different methods will be analyzed from different perspectives and some of them will ... -
A Comparative Analysis of NLP Algorithms for Implementing AI Conversational Assistants
(2023)The rapid adoption of low-code/no-code software systems has reshaped the landscape of software development, but it also brings challenges in usability and accessibility, particularly for those unfamiliar with the specific ... -
Whole-body Manipulation using Reinforcement Learning
(2023)Recent advancements in artificial intelligence(AI) have revolutionized the field of robotics. One of the most intriguing use cases in this domain is whole-body manipulation. Whole-body manipulation combines the precision ... -
A Comparative Study of YOLOv5 and YOLOv7 Modifications for Face Detection on a Custom Dataset
(2023)Face detection is a fundamental task in computer vision with applications spanning facial recognition, pose estimation, and human-robot interaction. This thesis presents a comprehensive comparative study of two modified ... -
Exploratory Studies LAIA@UIB : Pre-trained Natural Language Processing models to respond to domain-specific inputs
(2023)With the rapid development of conversational agents, there is a need to create models that can understand human requests and respond effectively to them. This thesis explores the process of fine-tuning a pre-trained BLOOM ... -
Human Movement Recognition using Deep Learning on Visualized CSI Wi-Fi data
(2023)Wireless signal transmission is an intricate process, significantly influenced by the environment within which it operates. Notably, the mobility of various elements within this environment, such as the parts of a human ... -
A practical survey of automatic unit test generation for JavaScript applications
(2023)Unit testing can and should be used during the software development lifecycle in order to continually verify that each component functions according to specifications. However, development hours are often more preferably ... -
Automatic Performance Testing of Maritime Simulation Models
(2023)Simulation models are essential tools in the maritime industry for predicting ship behavior and interactions in changing marine environments. This report explores the importance of these models and outlines how they might ... -
Evaluating Performance of Generative Models for Time Series Synthesis
(2023)Motivated by successes in the image generation domain, this thesis presents a novel Hybrid VQ-VAE (H-VQ-VAE) approach for generating realistic synthetic time series data with categorical features. The primary motivation ... -
Applicability of TinyML for maintenance predictability
(2023)With the vast amount of data collected today and in the future, it is possible to see that there is plenty that can be done with the data with the help of Machine Learning. Both on more conventional computers with operating ... -
Creation of an Operational Desing Document for the Autonomous Shipping Industry
(2023)The advancement of Artificial Intelligence technologies has paved the way for the increasing use of autonomous systems in various fields, including air, land, and sea. Maritime is an important domain for applying autonomous ... -
Automated annotation scheme for extending bounding box representation to detect ship locations
(2023)Bounding boxes often provide limited information about the shape and location of an object on an image. Their limitations lie in their reduced ability to correctly represent objects that have complex shapes or are located ... -
Project Management Selection Criteria : Which Is Better, Traditional Or Agile Method?
(2023)The aim of this thesis is to find out whether it is possible to choose between a traditional project management method or an agile project management method with the help of a ready-made procedure. This setting is interesting ... -
Analysis, Verification and Optimization of a Continuous Integration and Deployment Chain
(2023)This master’s thesis explores Continuous Integration and Deployment process (CI/CD), emphasizing analysis, verification, and optimization. In the rapidly changing software development landscape, organizations rely on CI/CD ... -
Exploratory Studies LAIA@UIB : Al Models for the Detection of Fraudulent Payments
(2023)This thesis investigates the use of AI models for detecting fraudulent payments in electronic payment systems. The main challenges in the development of such models are the lack of labeled data, the need to balance minimizing ... -
Explainable AI for Multi-agent Control Problem
(2023)This report presents research on the application of policy explanation techniques in the context of coordinated reinforcement learning (CRL) for mobile network optimization. The goal was to improve the interpretability and ... -
Behavioral Coverage in Black Box Testing Using Generative Models
(2023)In the era of Artificial Intelligence (AI), autonomous vehicles are increasingly taking space in everyday life. From autonomous cars to delivery drones, Cyber Physical Systems (CPS) are everywhere, in every field. More ...Embargo 22.8.2024 asti
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