An understanding of algorithms and data structures will aid the implementation of data science or machine learning methods in practice. Machine learning emphasizes prediction, scalability, and ...

Abstract: In real-world machine learning applications, addressing the challenges associated with small tabular data is essential. While Decision Tree (DT)-based models are known to be effective for ...

Abstract: Precise mapping of forest vegetation, including both dominant tree species and other vegetation types, is essential for forest management and biodiversity conservation, yet traditional ...

Creating shade in your backyard can lower heat, protect your skin, and make outdoor time more pleasant. The right shade trees and shade structures also cut glare and keep the ground cool. Good ...