Fakultet for ingeniør- og naturvitskap / Faculty of Engineering and Science: Nye registreringer
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IDS-INT: Intrusion detection system using transformer-based transfer learning for imbalanced network traffic
(Peer reviewed; Journal article, 2023)A network intrusion detection system is critical for cyber security against illegitimate attacks. In terms of feature perspectives, network traffic may include a variety of elements such as attack reference, attack type, ... -
Flame propagation between battery cells: Effect of distance
(Master thesis, 2023)Lithium-ion (Li-ion) batteries have been widely used for battery energy storage systems [1]. Batteries are important due to their vast applications, ranging from consumer electronics to electric vehicles, bikes, scooters, ... -
Exploring the pathway of academic entrepreneurs: The case of Stellenbosch University
(Peer reviewed; Journal article, 2023)Background: Universities globally face challenges of becoming entrepreneurial, delivering third mission activities, including the support of academic entrepreneurship. Abundant research exists on academic entrepreneurs in ... -
Reflections on didactical challenges in teaching computer programming
(Peer reviewed; Journal article, 2023)One of the key challenges of modern society is the vast number of technological devices surrounding us. As a result, general ICT skills are essential for both work and personal time. In addition, ICT skills are widely used ... -
Education model for future
(Chapter, 2023)The modern work environment requires many new abilities. Hence, there are often called 21st-century skills. It can be caused to the increasingly common use of digital tools or by more and more individualization (fitting) ... -
Eksperimentell studie og Computational Fluid Dynamics (CFD) simulering av hvordan utenpåmonterte fotovoltaiske installasjoner påvirker branndynamikken på en realistisk norsk 30° skrå takkonstruksjon
(Master thesis, 2023)In combination with increased population growth, and that the global community has had a global overconsumption of the Earth's resources over a long period, humanity must act differently to reverse the negative trend when ... -
The dark side of KIBS agency, the creative economy, and regional sustainability
(Peer reviewed; Journal article, 2023)This contribution develops critique from analysing forms of misconduct by knowledge-intensive business services (KIBS) firms, especially the largest, globally located and client-interactive on all five continents. Management ... -
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 ... -
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 ... -
The Nordic Network of Urban Morphology (NNUM) – Urban form research in Scandinavia.
(Peer reviewed; Journal article, 2023)Urban morphology is defined as research program propounding methods and tools for the analysis and design of cities. The Nordic Network of Urban Morphology (NNUM) was established in 2006 to help promotion and diffusion of ... -
Beyond the Smart or Resilient City: In Search of Sustainability in the Sojan Thirdspace †
(Journal article, 2023)This paper seeks to explore some of the issues to be welcomed but also warned against in general and’ also specified from an illustrative sample of ‘smart’ projects that caused outcomes that were neither ‘smart’ nor ... -
The application of the coupled acoustic-structural approach (CASA) method on the free vibration of submerged structures
(Peer reviewed; Journal article, 2023)Traditionally, the consideration of the surrounding water during the modal analysis of submerged structures has been done by applying constant added mass factors. This method may lose its accuracy for complicated structures, ... -
Field study of a direct absorption solar collector with eco-friendly nanofluid
(Peer reviewed; Journal article, 2024)The concept of direct absorption solar collector (DASC) was introduced in the 1970s. Multiple laboratory studies proved that nanofluid-based DASCs presented a fruitful alternative to conventional solar collectors. However, ... -
Design and Development of a Fog-Assisted Elephant Corridor over a Railway Track
(Journal article, 2023)Elephants are one of the largest animals on earth and are found in forests, grasslands and savannahs in the tropical and subtropical regions of Asia and Africa. A country like India, especially the northeastern region, is ... -
A Parallel High-Utility Itemset Mining Algorithm Based on Hadoop
(Peer reviewed; Journal article, 2023)High-utility itemset mining (HUIM) can consider not only the profit factor but also the profitable factor, which is an essential task in data mining. However, most HUIM algorithms are mainly developed on a single machine, ... -
What Predicts Long-Term Absenteeism, and Who Disappears from the Workforce When Enterprises Downsize?
(Peer reviewed; Journal article, 2024)This paper primarily studies how wages predict long-term absenteeism in enterprises. In addition, it studies who disappears from the workforce when downsizing. Analyzing Norwegian enterprise data using dynamic unconditional ... -
Spatio-Temporal Positron Emission Tomography Reconstruction with Attenuation and Motion Correction
(Peer reviewed; Journal article, 2023)The detection of cancer lesions of a comparable size to that of the typical system resolution of modern scanners is a long-standing problem in Positron Emission Tomography. In this paper, the effect of composing an ... -
Micro Manager: a Python package for adaptive and flexible two-scale coupling
(Peer reviewed; Journal article, 2023)The Micro Manager facilitates coupling between simulation software packages, which solve problems at different physical scales. Broadly speaking, simulation-based analysis is an effective tool to gain insights in real-world ... -
Study on Certification Criteria of Building Energy and Environmental Performance in the Context of Achieving Climate Neutrality
(Journal article, 2023)Increased greenhouse gas emissions have led to a global warming threat. As a result, countries have tended to focus their decision-making attention on energy-saving strategies. Specifically, the concept of green building ... -
MBT/CPN: A Tool for Model-Based Software Testing of Distributed Systems Protocols Using Coloured Petri Nets
(Peer reviewed; Journal article, 2018)Model-based testing is an approach to software testing based on generating test cases from models. The test cases are then executed against a system under test. Coloured Petri Nets (CPNs) have been widely used for modeling, ...