Abeer Elkhouly
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View article: Explainable AI-Driven Wildfire Prediction in Australia: SHAP and Feature Importance to Identify Environmental Drivers in the Age of Climate Change
Explainable AI-Driven Wildfire Prediction in Australia: SHAP and Feature Importance to Identify Environmental Drivers in the Age of Climate Change Open
This study develops an explainable machine learning framework for wildfire prediction across Australia, integrating region-specific models and feature attribution to identify key environmental drivers. Three wildfire indicators, Estimated …
View article: Regional Prediction of Fire Characteristics Using Machine Learning in Australia
Regional Prediction of Fire Characteristics Using Machine Learning in Australia Open
Wildfires are increasing in frequency and severity, with Australia’s 2019–2020 Black Summer burning over 18 million hectares. Accurate prediction of wildfire behavior is essential for effective risk assessment and emergency response. This …
View article: Data-driven audiogram classifier using data normalization and multi-stage feature selection
Data-driven audiogram classifier using data normalization and multi-stage feature selection Open
Audiograms are used to show the hearing capability of a person at different frequencies. The filter bank in a hearing aid is designed to match the shape of patients’ audiograms. Configuring the hearing aid is done by modifying the designed…
View article: A Novel Unsupervised Spectral Clustering for Pure-Tone Audiograms towards Hearing Aid Filter Bank Design and Initial Configurations
A Novel Unsupervised Spectral Clustering for Pure-Tone Audiograms towards Hearing Aid Filter Bank Design and Initial Configurations Open
The current practice of adjusting hearing aids (HA) is tiring and time-consuming for both patients and audiologists. Of hearing-impaired people, 40–50% are not satisfied with their HAs. In addition, good designs of HAs are often avoided si…
View article: WHY DO STUDENTS PLAGIARIZE? THE CASE OF MULTICULTURAL STUDENTS IN AN AUSTRALIAN UNIVERSITY IN THE UNITED ARAB EMIRATES
WHY DO STUDENTS PLAGIARIZE? THE CASE OF MULTICULTURAL STUDENTS IN AN AUSTRALIAN UNIVERSITY IN THE UNITED ARAB EMIRATES Open
The increase in plagiarism cases among university students is a great concern for educators and policy makers within the federal and private universities in the United Arab Emirates (UAE).Research suggests that students' attitudes toward a…