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Opening up creative resources: towards age-friendly communities through rhizomatic thinking and doing.
Educ Action Res
June 2024
Department of Public Health, Leiden University Medical Center, Leiden, The Netherlands.
Globally, many complex issues, like the ageing population and health inequalities, require attention. People are experimenting to combat these issues in their local contexts through bigger or smaller networks; however, much of the knowledge about these initiatives remains localised and elitist and omits the voices and perspectives of citizens. This article identifies the characteristics of a more horizontal, emergent and plural epistemology to mobilize knowledge.
View Article and Find Full Text PDFOCT-based diagnosis of glaucoma and glaucoma stages using explainable machine learning.
Sci Rep
January 2025
School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia.
Glaucoma poses a growing health challenge projected to escalate in the coming decades. However, current automated diagnostic approaches on Glaucoma diagnosis solely rely on black-box deep learning models, lacking explainability and trustworthiness. To address the issue, this study uses optical coherence tomography (OCT) images to develop an explainable artificial intelligence (XAI) tool for diagnosing and staging glaucoma, with a focus on its clinical applicability.
View Article and Find Full Text PDFFactors influencing experiences of non-consensual sex: results from a mixed data cross-sectional online survey of Australian university students.
Sex Health
January 2025
School of Public Health, Faculty of Medicine, The University of Queensland, Brisbane, Qld, Australia.
Background The high prevalence of non-consensual sex, including physical force, verbal threats, intimidation, and/or verbal coercion and rape among university students, has prompted urgent calls for action from governments, statutory, and university bodies. This research aims to identify key factors students see as contributing to non-consensual sex with a view to developing effective strategies to address these issues. Methods An online cross-sectional survey was administered to 4291 university students attending universities in south-east Queensland, Australia.
View Article and Find Full Text PDFGreenhouse gas emission dynamics and trajectories in urban water supply and wastewater systems.
Water Res
January 2025
School of Chemical Engineering, The University of Queensland, St. Lucia, QLD 4067, Australia.
Urban water utilities are significant energy users and also key actors in decarbonisation. However, the integrated perspective of urban water supply and wastewater system emissions, the relevant driving forces, and the boundaries of inclusions or exclusions, are rarely discussed. This is due to widely disaggregated data, and complex issues regarding the boundary of the system being investigated.
View Article and Find Full Text PDFFuzzy reinforcement learning based control of linear systems with input saturation.
ISA Trans
January 2025
Toronto Metropolitan University, Toronto, Canada. Electronic address:
This research introduces an innovative approach to optimal control for a class of linear systems with input saturation. It leverages the synergy of Takagi-Sugeno (T-S) fuzzy models and reinforcement learning (RL) techniques. To enhance interpretability and analytical accessibility, our approach applies T-S models to approximate the value function and generate optimal control laws while incorporating prior knowledge.
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