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Perceptually Adaptive Multi-Microphone Audio System for Inclusive Group Communication and Environmental Awareness (2025)
Report
McGregor, I. (2025). Perceptually Adaptive Multi-Microphone Audio System for Inclusive Group Communication and Environmental Awareness. Applied Informatics, Edinburgh Napier University

This system proposes a perceptually grounded, user-behaviour-adaptive audio enhancement architecture that supports clarity, spatial stability, and inclusive listening in complex environments. Leveraging a triangulated microphone array (left ear, righ... Read More about Perceptually Adaptive Multi-Microphone Audio System for Inclusive Group Communication and Environmental Awareness.

A scheduling decision-making framework using machine learning algorithm for energy efficient integrated factory (2025)
Presentation / Conference Contribution
Patel, H., Vasantha, G., Corney, J., Quigley, J., Raoui, H.-E., Sales, R., & Smith, S. (2025, June). A scheduling decision-making framework using machine learning algorithm for energy efficient integrated factory. Presented at FAIM 2025: The International Conference on Flexible Automation and Intelligent Manufacturing, New York

Sustainability enhancement is key factor in industrial decision-making. Maximizing use of energy-efficient factory to fulfill customer order deadlines is a significant problem for manufacturers. This paper focus on the study of integrated factory wit... Read More about A scheduling decision-making framework using machine learning algorithm for energy efficient integrated factory.

A Decision Support Model for Efficient Garment Reprocessing for a Sustainable Circular Business Model (2025)
Journal Article
Patel, H., Vasantha, G., Corney, J., Quigley, J., Raoui, H. E., Sales, R., Cusack, M., Burns, A., & Rough, A. (in press). A Decision Support Model for Efficient Garment Reprocessing for a Sustainable Circular Business Model. International Journal of Advanced Manufacturing Technology,

The rapidly growing fashion business has intensified environmental, and sustainability concerns due to its focus on high-volume production at low costs. The rental-based business models in the circular economy, by promoting alternative approach of ga... Read More about A Decision Support Model for Efficient Garment Reprocessing for a Sustainable Circular Business Model.

A Hybrid Wasserstein GAN and Autoencoder Model for Robust Intrusion Detection in IoT (2025)
Journal Article
Alshehri, M. S., Saidani, O., Al Malwi, W., Asiri, F., Latif, S., Khattak, A. A., & Ahmad, J. (online). A Hybrid Wasserstein GAN and Autoencoder Model for Robust Intrusion Detection in IoT. Computer Modeling in Engineering & Sciences, https://doi.org/10.32604/cmes.2025.064874

The emergence of Generative Adversarial Network (GAN) techniques has garnered significant attention from the research community for the development of Intrusion Detection Systems (IDS). However, conventional GAN-based IDS models face several challeng... Read More about A Hybrid Wasserstein GAN and Autoencoder Model for Robust Intrusion Detection in IoT.

Digital Transformation and Profit Growth: A Configurational Analysis of Regional Dynamics (2025)
Journal Article
Sawang, S., Zhao, J., & Xu, Z. (2025). Digital Transformation and Profit Growth: A Configurational Analysis of Regional Dynamics. IEEE Transactions on Engineering Management, 72, 1730-1744. https://doi.org/10.1109/tem.2025.3553198

In this article, we adopt configuration theory to explore how diverse combinations of regional factors contribute to profitability, emphasizing the principle of equifinality, which posits that multiple, equally effective configurations can lead to si... Read More about Digital Transformation and Profit Growth: A Configurational Analysis of Regional Dynamics.