113 Tietojenkäsittely ja informaatiotieteet
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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 ... -
Designing, Developing, and Implementing a Personalized Gamified Goal-setting Mechanism for a Sleep-tracking Mobile Application
(2023)Goal setting is a commonly employed game element and an implicit effect of gamification. Research in goal-setting theory has found specific and difficult goals to increase the effectiveness of mobile health interventions. ... -
Self-Adaptation in SDN-based IoT Networks
(2023)In the digital age, frightening patterns in digital threats are emerging. It is impossible to ignore threats to IoT networks. Threats can take on any of the typical forms, including Denial-of-Service (DoS), Distributed ... -
A Systematic Mapping Study on Scrum and Kanban in Software Development
(2023)Background: Agile methodologies, such as Scrum and Kanban, have gained significant popularity in software development organizations. However, there is a need to compare and contrast these methodologies to determine their ... -
The Modernization Process of a Data Pipeline
(2023)Data plays an integral part in a company’s decision-making. Therefore, decision-makers must have the right data available at the right time. Data volumes grow constantly, and new data is continuously needed for analytical ... -
Performance of Special-Interest Voting Advice Applications in the 2023 Finnish Parliamentary Election
(2023)Voting Advice Applications (VAAs) have become one of the most popular media for voting advice in recent Finnish parliamentary elections. Since their introduction to the Finnish political landscape in 1996, VAAs have grown ... -
Quantized Mesh Generation : Software for Transforming Altitude Data into Tiled Representations
(2023)This thesis presents the design and implementation of a software tool for Navielektro Ky that generates QuantizedMesh tiles from elevation data. While maps are incredibly useful for geographical analysis and visualization, ... -
Refining service blueprint for composable digital services
(2023)When the services have expanded to digital platforms and the number of concurrent actions has increased due to the use of the APIs and external integrations, the service blueprint framework has reached its limits and the ... -
GUI Element Identification with Semantic Mapping
(2023)User Interface test automation faces significant obstacles due to test failures connected to application changes. Additionally, current User Interface testing methods are not context aware and usage-based, which makes ...
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