AI Turns Ordinary Photos Into Spectral Scans to Grade Cassava Starch Quality
Researchers have built an AI framework that grades cassava roots by amylose content using hyperspectral imaging and reconstructs the crucial ...
Tag: XGBoost
Satellite Records Reveal Rising Rainfall in One of Earth’s Driest Corners of Iraq
A 35-year satellite-based analysis of southwestern Iraq's Arar–Karbala dryland transect reveals a significant rising rainfall trend, growing concentration of rain ...
AI Cracks the Concrete Code: Explainable Machine Learning Predicts Green Concrete Strength Before Mixing
Researchers trained an explainable XGBoost model on 1,670 field-recorded concrete mixes, achieving R-squared 0.9263 in strength prediction while using SHAP ...
AI That Explains Itself: New Framework Reveals What Really Makes a Classroom Lesson Work
A new multimodal AI framework ranks classroom features by importance with 88.6 percent prediction accuracy, identifying linguistic coherence, student engagement, ...
AI Models Predict Arsenic in Bihar Groundwater With Bio-Inspired Precision
Researchers at NIT Patna have developed hybrid XGBoost models tuned by bio-inspired optimization algorithms that predict groundwater arsenic contamination in ...
Fuzzy Logic Outperforms AI in New South Africa Landslide Risk Maps
A new GIS-based study in South Africa's Bushveld Igneous Complex found that Fuzzy Logic modelling outperformed both expert-driven AHP and ...
Turning Loan Data Into Images Helps AI Predict Peer-to-Peer Credit Defaults
Researchers converted millions of LendingClub loan records into structure-aware grayscale images and showed that a hybrid convolutional neural network and ...
Neighborhood Stress May Accelerate Teen Brain Aging, Study of 7,000 Children Finds
A large ABCD Study analysis links social conditions such as pollution, school quality, unemployment, and discrimination to adolescent brain age ...
Prediction Models for Fluoroquinolone Resistance in Tuberculosis Falter Across Borders
A large cross-country validation study finds that statistical models predicting fluoroquinolone resistance in rifampicin-resistant tuberculosis lose accuracy when transferred between ...
Machine Learning Meets Tradition to Reveal Who Is Missing Out on Family Planning in Bangladesh
A new analysis of Bangladesh's 2022 Demographic and Health Survey combines logistic regression with machine learning to identify the demographic ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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