Satellite Terrain Data and Machine Learning Reveal Where Soil Quality Fails
Researchers in northern Iran combined satellite-derived terrain attributes with a support vector machine and factor analysis to map soil quality, ...
Tag: support vector machine
Breath Test Spots Lung Cancer With Over 90% Accuracy in Landmark Trial
Chinese researchers used extractive electrospray ionization mass spectrometry and machine learning to detect lung cancer from exhaled breath with over ...
Brain Signal Fingerprints of Depression: EEG Microstates and Machine Learning Edge Closer to Objective Diagnosis
A new EEG study finds that altered transitions between the brain's brief electrical microstates, combined with source-space connectivity features, can ...
Fibrosis-Seeking PET/MRI Scan Offers Sharper Measure of Thyroid Eye Disease Activity
An integrated 18F-NOTA-FAPI-04 PET/MRI approach combining fibroblast-targeted molecular imaging with quantitative MRI features outperforms either modality alone in distinguishing active ...
Satellites and Machine Learning Fall Short at Reading Peanut Photosynthesis From Space
A three-year Georgia field study found that machine learning models fed PlanetScope satellite vegetation indices could not reliably predict peanut ...
Machine Learning Meets 3D Soil Simulation to Make Foundations Greener and Safer
Researchers paired a validated PLAXIS 3D finite element model with kernel-based Support Vector Machines to predict soil bearing capacity with ...
Explainable AI Spots Hidden Faults in Industrial Rotors With Over 98% Accuracy
Brazilian researchers have combined vibration analysis with explainable artificial intelligence to diagnose unbalance, misalignment, and cracks in rotors supported by ...
AI Outperforms Traditional Methods in Forecasting River Sediment Loads
A new study in Water Resources Management shows that Random Forest and other machine learning models can forecast daily suspended ...
Machine Learning Maps the Exploding World of Epigenetic Epidemiology Research
Researchers at the CDC and Emory University have built a machine learning-powered database that automatically curates the rapidly growing literature ...
AI Meets Expert Judgment to Map Safer Waste Dumps in Indian City
Researchers in West Bengal fused the Analytic Hierarchy Process with Random Forest, Logistic Regression, and Support Vector Machine models to ...
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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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