Machine learning estimates factory-worker stress from brain signals
An exploratory study of 20 participants linked EEG and fNIRS signals to self-reported anxiety-related stress, with the best model estimating ...
Tag: ensemble learning
Weakly supervised framework improves TFT-LCD defect detection in industrial study
A parallel weakly supervised framework combined activation maps, native-resolution sliding windows and model voting to achieve 96.33% accuracy on a ...
Hybrid machine learning improves lost-circulation prediction in small oil-field dataset
A hybrid CatBoost pipeline using synthetic sampling and optimized class weights achieved the strongest reported classification results in a 258-record ...
Adaptive AI Framework Sharpens Intrusion Detection in Imbalanced Network Traffic
Researchers at VIT University propose AFI-ID, an intrusion detection framework that unifies adaptive feature selection with attention-based ensemble fusion, achieving ...
AI Ensemble Learns to Predict Rice Yields With Stunning Accuracy
Researchers at the University of Gondar report that a voting ensemble of tree-based machine learning models combined with permutation-based feature ...
AI Ensemble Reads Soil Chemistry to Identify Crop Types With Record Accuracy
A new architecture-diverse TabNet ensemble classifies seven crop types from harmonized multi-source soil data with 90.5 percent accuracy, outperforming XGBoost ...
AI Reads Liver Scans to Predict Which Colorectal Cancer Patients Will Respond to Chemotherapy
Researchers in China have developed an interpretable machine learning model that analyzes all liver metastases on contrast-enhanced CT scans to ...
New AI ensemble reads the color of water to track pollution across the globe
The new study arrives at a moment when the remote sensing community is increasingly confronting a paradox that has quietly ...
AI Ensemble Reads Brain Scans With 98.5% Accuracy and Shows Its Work
Researchers in India have built a unified deep learning framework that classifies brain tumors in MRI scans with 98.52 percent ...
Smart Sensors and Machine Learning Turn Toxic Textile Wastewater Into Profit and Clean Irrigation Water
Researchers in Tamil Nadu have combined IoT sensing, stacked ensemble machine learning, and fuzzy goal programming to turn textile wastewater ...
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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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