Selaus syöttöajan mukaan kokoelmassa 113 Tietojenkäsittely ja informaatiotieteet
Viitteet 21-40 / 160
-
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 ... -
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 ... -
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 ... -
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 -
Optimizing Document Processing Pipeline for Parsing Receipts in the Wild
(2023)With the advances enabled by attention-based multi-modal transformer models, there has been a significant growth in the scientific domain of Visual Document Understanding (VDU). Although benchmark performances are very ... -
Football Match Prediction Using Machine Learning
(2023)Football is the most popular sport in the world. It has become so popular since it is easy to play and affordable. Football can be played both inside and outside almost at any place in the world and little equipment is ... -
Cervical Spine Fracture Detection by Computer Vision
(2023)A fast detection of spinal fractures is essential to prevent neurologic deterioration or paralysis. However, weak bones make the detection of fractures on scans difficult, impacting especially the health of elderly people. ... -
Ship Voyage Analysis : Unraveling the Dynamics of Turning Maneuvers using AIS Data
(2023)The analysis of ship voyages using Automatic Identification System (AIS) data plays a crucial role in enhancing our understanding of maritime behavior and improving navigational safety. In this study, we focused on elucidating ... -
FinOps : Monitoring and Controlling GCP costs
(2023)Cloud computing has gained significant popularity in today’s digital landscape, with companies relying on cloud-based solutions to manage their data, applications, and infrastructure. The cloud offers several advantages, ... -
Study and Comparison of Data Lakehouse Systems
(2023)This thesis presents a comprehensive study and comparative analysis of three distinct data lakehouse systems: Delta Lake, Apache Iceberg, and Apache Hudi. Data lakehouse systems are an emergent concept that combines the ... -
Evaluating fuzzing tools for automated testing of REST APIs using OpenAPI specification
(2023)Web applications and services are widely used today. Security is an important factor since web applications are accessed via the internet. Web services often expose their functionality through web application programming ... -
Co-simulation models for ship power management systems
(2023)The maritime sector plays a crucial role in the global economy. With over 80 percent of the world’s trade by volume transported by sea, the maritime industry plays a critical role in the all more globalised world. However, ... -
GDPR compliance : Creation of an automatic GDPR cleaning application
(2023)The General Data Protection Regulation (GDPR) is a set of rules laid out by the European Union in May 2018, designed to protect, and give more control over personal data of its citizens. By replacing the Data Protection ...