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Author

M. Alassafi

2 papers indexed here

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Open access Oct 2026

Cross-Regional Digital Soil Mapping of OpenLandMap-Derived USDA Soil Texture Classes Using Remote Sensing and Machine Learning

Soil is a fundamental environmental resource that supports food production and sustainable agricultural systems. Soil’s texture is a key soil property that affects its capacity to hold water, infiltration rate, fertility, erosion risk, and crop productivity. Traditionally, it is determined using hydrometer or pipette a...

Umair Maqsood, Fatima Iftikhar, Kashif Sattar et al. · 0 citations
Open access Oct 2026

A comprehensive study on multi-dimensional predictive safety analysis of machine learning models in diabetes detection

High discrimination performance is often interpreted as evidence of model reliability in clinical machine learning (ML). However, strong predictive accuracy does not guarantee safe decision behavior. In safety-critical domains such as healthcare, miscalibrated probabilities, ineffective uncertainty estimation, and ov...

Nasirul Mumenin, Md Appel Mahmud Pranto, M. Yousuf et al. · 0 citations

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