Blar i Institutt for datateknologi, elektroteknologi og realfag på dokumenttype "Doctoral thesis"
Viser treff 1-17 av 17
-
Computational modelling and simulations of materials for photocatalytic hydrogen production
(Doctoral thesis, 2023)Photocatalytic hydrogen production has been of interest since Fujishima and Honda first demonstrated it in 1972 with the help of a titanium-oxide electrode. Thanks to the rapid development of nanotechnology, this method ... -
Deep learning in medical image analysis: Efficient use of data and radiological expertise
(Doctoral thesis, 2023)Deep learning (DL), a branch of artificial intelligence (AI), has experienced significant growth and advancements over the past decade and has shown great potential in various sectors, including the medical domain. The ... -
Efficient techniques and tools for software testing based on traces and coverage analysis
(Doctoral thesis, 2022)To ensure ultra-high dependability and ultra-low defect rates, certification standards such as DO-178C requires safety-critical software with the highest safety level (Level A) in avionics systems to conform to the modified ... -
A framework for multi-model consistency management
(Doctoral thesis, 2022)Software systems have become crucial for society and the economy to function. Constantly they are permeating more and more application domains. Also, they are getting increasingly integrated with already existing systems. ... -
Human motion estimation for human-robot cooperation
(Doctoral thesis, 2023)Human Robot Cooperation (HRC) refers to the cooperation between humans and robots to achieve a common goal or perform a task together. In HRC, the robot is designed to work alongside a human operator, providing assistance ... -
Infrastructure Monitoring using Satellite Imagery and Computer Vision
(Doctoral thesis, 2024)Infrastructures like roadways and power lines are essential to our society’s economy and quality of life, yet they are vulnerable to the environment and severe weather. Trees falling on power lines or obstructing roadways ... -
The institution of multialgebras. A general framework for algebraic software development
(Doctoral thesis, 2002) -
Learning and cognition in brain and machine: Prediction of dementia from longitudinal data and modelling memory networks
(Doctoral thesis, 2021)Starting in the mid-20th century and throughout their developments, modern neuroscience and artificial intelligence (AI) have provided each other with inspiration, insights, and tools. The degree to which they are intertwined ... -
Model-based software testing for distributed systems and protocols
(Doctoral thesis, 2020)Society is increasingly dependent on fault-tolerant cloud-based services which rely on the correctness and reliability of advanced distributed software systems and consensus protocols. The implementations of these systems ... -
A Multilevel Modelling Infrastructure for the Definition, Execution and Composition of Domain-Specific Modelling Languages
(Doctoral thesis, 2021)Nowadays software has scaled to a point where it is present in every aspect of our lives. It is paramount to explore techniques that speed up the construction of software and desirably increase the reliability and quality ... -
A new grid workflow for data analysis within the ALICE project using containers and modern cloud technologies
(Doctoral thesis, 2023)Grid computing is a method for automatically distributing batch-style computing tasks on a global network of heterogeneous computing centres. ALICE (A Large Ion Collider Experiment) – one of the four large experiments at ... -
PARMOREL: Personalized and automatic repair of models using reinforcement learning
(Doctoral thesis, 2021)In model-driven software engineering, models are used in all phases of the development process. These models must hold a high quality since the implementation of the systems they represent relies on them. Models may get ... -
Paths towards reliable explainability: In neural networks for image-processing
(Doctoral thesis, 2024)Machine learning systems (often referred to as AI, not always appropriately) are increasingly used in varied applications, including ones with strong impact on human lives. While this is expected to bring economic and ... -
Privacy-Preserving Machine Learning and Data Sharing in Healthcare Applications
(Doctoral thesis, 2022)Artificial intelligence (AI) and automated decision-making have the potential to improve accuracy and efficiency in healthcare applications. In particular, AI is proved to outperform human experts in certain domains. ... -
Production of strange particles in lead-lead interactions at 158 A GeV/c
(Doctoral thesis, 2005-10) -
A software framework for adaptive and interoperable internet-delivered psychological treatments
(Doctoral thesis, 2021)BACKGROUND Statistics unveil the predominance of mental and neurological disorders globally. Handling these mental and neurological disorders is economically, physically and emotionally challenging. Proper healthcare ... -
Space against the machine: Understanding spatial relationships through geocomputation
(Doctoral thesis, 2023)Achieving sustainable development requires better evidence-based support for how cities work and how people could use existing data to better plan cities. This dissertation proposes novel approaches for the identification ...