Machine Learning Enabled Quantitative Ultrasound Techniques for Tissue Differentiation
Journal Article
Thomson, H., Yang, S., & Cochran, S. (2022)
Machine Learning Enabled Quantitative Ultrasound Techniques for Tissue Differentiation. Journal of Medical Ultrasonics, 49, 517-528. https://doi.org/10.1007/s10396-022-01230-6
Quantitative ultrasound (QUS) infers properties about tissue microstructure from backscattered via radio-frequency ultrasound data. This paper describes how to implement the m...
Evaluation Mechanism for Decentralised Collaborative Pattern Learning in Heterogeneous Vehicular Networks
Journal Article
Qiao, C., Qiu, J., Tan, Z., Min, G., Zomaya, A. Y., & Tian, Z. (2023)
Evaluation Mechanism for Decentralised Collaborative Pattern Learning in Heterogeneous Vehicular Networks. IEEE Transactions on Intelligent Transportation Systems, 24(11), 13123 - 13132. https://doi.org/10.1109/TITS.2022.3186630
Collaborative machine learning, especially Feder-ated Learning (FL), is widely used to build high-quality Machine Learning (ML) models in the Internet of Vehicles (IoV). In th...
A novel multiple kernel fuzzy topic modeling technique for biomedical data
Journal Article
Rashid, J., Kim, J., Hussain, A., Naseem, U., & Juneja, S. (2022)
A novel multiple kernel fuzzy topic modeling technique for biomedical data. BMC Bioinformatics, 23(1), Article 275. https://doi.org/10.1186/s12859-022-04780-1
Background: Text mining in the biomedical field has received much attention and regarded as the important research area since a lot of biomedical data is in text format. Topic...
Novel single and multi-layer echo-state recurrent autoencoders for representation learning
Journal Article
Chouikhi, N., Ammar, B., Hussain, A., & Alimi, A. M. (2022)
Novel single and multi-layer echo-state recurrent autoencoders for representation learning. Engineering Applications of Artificial Intelligence, 114, Article 105051. https://doi.org/10.1016/j.engappai.2022.105051
Representation learning impacts the performance of Machine Learning (ML) models. Feature extraction-based methods such as Auto-Encoders (AEs) are used to find new, more accura...
Educational data mining to predict students' academic performance: A survey study
Journal Article
Batool, S., Rashid, J., Nisar, M. W., Kim, J., Kwon, H., & Hussain, A. (in press)
Educational data mining to predict students' academic performance: A survey study. Education and Information Technologies, https://doi.org/10.1007/s10639-022-11152-y
Educational data mining is an emerging interdisciplinary research area involving both education and informatics. It has become an imperative research area due to many advantag...
Modelling the Impact of Individual Preferences on Traffic Policies
Journal Article
Nguyen, J., Powers, S., Urquhart, N., Farrenkopf, T., & Guckert, M. (2022)
Modelling the Impact of Individual Preferences on Traffic Policies. SN Computer Science, 3(5), Article 365. https://doi.org/10.1007/s42979-022-01253-3
Urban traffic is a system always prone to overload, often approaching breakdown during rush hour times. Well adjusted modifications of traffic policies, with appropriate inter...
Digitally performing Wester Hailes: A framework for creative placemaking
Thesis
Grandison, T. Digitally performing Wester Hailes: A framework for creative placemaking. (Thesis)
Edinburgh Napier University. Retrieved from http://researchrepository.napier.ac.uk/Output/2948137
This PhD investigates how creative placemaking can be facilitated by digital media tools. Since its establishment as a discipline in 2010, there is a need for new practical me...
Enabling female student interaction in synchronous virtual classrooms in Saudi Higher Education
Thesis
Alamri, N. M. Enabling female student interaction in synchronous virtual classrooms in Saudi Higher Education. (Thesis)
Edinburgh Napier University. Retrieved from http://researchrepository.napier.ac.uk/Output/2913119
A new approach to classroom technology is required to meet the challenges of 21st Century learning in Saudi Arabia. This study explores the effectiveness of classroom interact...
Cybersecurity of Critical Infrastructures: Challenges and Solutions
Journal Article
Maglaras, L., Janicke, H., & Ferrag, M. A. (2022)
Cybersecurity of Critical Infrastructures: Challenges and Solutions. Sensors, 22(14), Article 5105. https://doi.org/10.3390/s22145105
Obstacles and opportunities in implementing large-scale agile project management: Re-positioning activity theory as an analytical tool
Thesis
Chita, P. S. Obstacles and opportunities in implementing large-scale agile project management: Re-positioning activity theory as an analytical tool. (Thesis)
Edinburgh Napier University. Retrieved from http://researchrepository.napier.ac.uk/Output/2913134
A key challenge facing organisations adopting large-scale Agile delivery methods is that of quickly and effectively learning new ways of working. This thesis posits that funda...