Leveraging machine learning techniques for image classification and revealing social media insights into human engagement with urban wild spaces

Abstract In recent years, machine learning models have exhibited excellent performance and far-reaching impact across domains such as fraud detection in finance, recommendation systems in e-commerce, medical imaging in healthcare, agricultural forecasting, social engagement, image classification, se...

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Bibliographic Details
Main Authors: Haider Khalid, Marcus J. Collier
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-06731-1
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