113 Tietojenkäsittely ja informaatiotieteet
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Test Case Generation for Lane-Keeping Functions in Autonomous Vehicles using Search-Based Software Engineering Techniques
(2024)Autonomous vehicles (AVs) are poised to revolutionize transportation by improving safety and efficiency. However, ensuring the robustness of AV systems, particularly in critical functions like lane-keeping, presents ... -
Image Based Approach for Classification of Network Based Security Attacks
(2024)In the rapidly evolving field of cybersecurity, the early detection of network-based attacks has become crucial for maintaining the safety and reliability of network systems. Traditional Intrusion Detection Systems (IDS) ... -
Empowering Individuals with Mobility Limitations through Advanced Home Automation Technologies
(2024)This thesis explores the transformative potential of advanced home automation technologies in empowering individuals with mobility limitations. As populations age and the prevalence of mobility impairments increases, there ... -
The role of public libraries in society : Understanding the social, democratic, and political aspects of Finnish public libraries through the attitudes of public library staff
(2024)This master’s thesis examines the democratic role of public libraries in Finnish society. Emphasis is placed on understanding the implications of new concepts, principles and ideas introduced in the revised Public Libraries ... -
Mitigating Catastrophic Forgetting in Task-Incremental Learning for Large Language Models
(2024)Large Language Models have shown the capability to perform well on various tasks. To achieve this, the models are trained on vast amounts of data. However, this knowledge can quickly become outdated as the world changes, ... -
Towards an Environmentally Friendly IoT : A Transition to Sustainability through Solar Energy Harvesting
(2024)As companies tend to progressively change their approach to the environment and the associated problems, there is a noticeable inclination towards offering products with lifespans and ecological footprints aligned with a ... -
Generic hyperparameter tuning in STGEM
(2024)Hyperparameter tuning and optimization are investigated through a review of literature and by conducting experiments utilizing the solution implemented in this thesis. The experiments are conducted within the toolkit STGEM, ... -
Comparative analysis of STPA for safety and security
(2024)This thesis dives deep into comparing two methodologies, STPA (SystemsTheoretic Process Analysis) for Safety and STPA for Security, used for analyzing complex systems. STPA for Safety, rooted in systems thinking, focuses ... -
CIPHER : Comprehensive Inline Assembly and Solidity Detection for Enhanced Smart Contract Security
(2024)Solidity is a high-level Turing-complete programming language widely used for developing smart contracts on various blockchain platforms, including Ethereum and Binance Smart Chain. As smart contract security is crucial ... -
IceSpike : Investigating Spiking Neural Networks for Icelandic Text Classification
(2024)Spiking Neural Networks (SNNs) mimic the brain’s neuron communication through brief, distinct electrical impulses – spikes – offering a more energy-efficient alternative to traditional neural networks. While SNNs have shown ... -
Implementation and deployment of a distributed onboard application
(2024)The goal of this thesis is to provide a proof of concept for a cost-efficient onboard application for use in the maritime transport industry. The requirements of the onboard application are to provide itinerary, service, ... -
Maritime Automatic Speech Recognition : Improving the Quality of Transcriptions using Artificial Intelligence
(2024)This thesis explores integrating advanced Artificial Intelligence (AI) techniques, specifically designed for text embeddings and Large Language Models (LLMs), to enhance the accuracy of Automated Speech Recognition (ASR) ... -
Calibration Interval Optimization
(2024)Calibration is a fundamental part of ensuring the safety and reliability of industrial instruments and their measurements used in the production of both services and goods. Integral parts and components in the manufacturing ... -
E-sport som kulturellt fenomen
(2024)E-sport, eller elektronisk sport, är ett relativt nytt fenomen som uppstod kring millennieskiftet. E-sporten har på drygt 20 år vuxit från en nischad hobby till en enorm bransch som omsätter miljarder dollar per år och ... -
Automated release management and testing for SHOT
(2024)Continuous Integration and Delivery (CI/CD) is a proven method for improving code quality and aiding developers in detecting bugs in the development process of large software projects. Due to the complexity and scale of ... -
Integration of Azure AI services to a data quality management system
(2024)More and more companies are looking for ways to take advantage of artificial intelligence (AI) in their workflows, and the customers of Aveso Oy are no different. Aveso is a finnish IT company specialised in data management ... -
Artificiell intelligens för att motverka social manipulation
(2024)In today's highly competitive environment, both individuals and organisations face immense pressure to constantly perform, making it challenging to stay up-to-date with the latest social engineering threats. As new ...
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