Waking Up at Night May Signal Heart Disease Risk in Older Adults, Machine Learning Study Finds
A large study of older Mexican adults links frequent nighttime awakenings and unrefreshing sleep to heart disease, with machine learning ...
Tag: Random Forest
Smart Contract Security Put to the Test: Ensembles Beat Deep Learning, but Active Learning Falls Short
A new comparative study finds that ensemble classifiers outperform deep learning models for smart contract vulnerability detection, while uncertainty-based active ...
Machine Learning and Molecular Dynamics Reveal How the NMDA Receptor’s Channel Flickers Between Open and Closed
A 5.6-microsecond molecular dynamics study combined with machine learning has mapped the dynamic network of residues that control opening and ...
AI Reads Himalayan Soils: Machine Learning Predicts Erosion Risk From Simple Soil Tests
Researchers in Sikkim, India, have developed machine learning models that predict soil aggregate stability from routine soil measurements, offering a ...
Hyperspectral Satellite Outperforms Classics in Mapping Urban Density Gradients
A three-sensor comparison over Lahore shows the PRISMA hyperspectral satellite dramatically improves classification of transitional urban-density classes, while confirming that ...
Cheap Sensors, Smarter Voting: A $50 Robotic Arm Learns When Not to Move
A low-cost EMG-controlled prosthetic arm uses confidence gating and temporal voting to refuse uncertain commands, cutting false movements by 75 ...
Machine Learning Predicts Tornado Damage Wind Speeds From Path Geometry
Researchers built a Random Forest machine learning framework that predicts the probability of tornado damage wind speeds exceeding critical EF3-range ...
Iraq’s Bahr Al-Najaf wetland loses nearly half its water as urban sprawl surges 192 percent
The distinction between deep water and shallow water classes in the Bahr Al-Najaf classification scheme reflects a challenge familiar to ...
Hidden Rock Chemistry Controls How Forest Soils Recycle Carbon and Nitrogen
A new study in southwest China shows that limestone soils harbor significantly higher nutrient-cycling gene abundances than dolostone or clasolite ...
Explainable AI Reveals Why Volcanic Jeju Island Floods When Rainfall Alone Cannot Explain It
An explainable machine learning study of Jeju Island shows that flood occurrence is governed by region-specific interactions among rainfall, groundwater, ...
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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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