Aquila-optimized XGBoost improves reinforced subgrade strength predictions
An Aquila-optimized XGBoost model achieved an R² of 0.980 for predicting soaked CBR in 90 geosynthetic-reinforced subgrade tests, outperforming three ...
Tag: hybrid models
Adaptive Hybrid Models Reshape Exchange Rate Return Forecasting
A new adaptive hybrid forecasting framework that dynamically reweights ARIMA, SETAR, and neural network components, augmented with a GARCH volatility ...
Satellites and Game Theory Reveal What Really Controls Groundwater Quality in Iran
Researchers in Iran combined Sentinel-2 satellite data, hybrid machine learning, and game theory to rank groundwater quality parameters, finding that ...
Quantum Circuits Meet Deep Learning to Sharpen Blurry Images
Researchers have built a hybrid quantum-classical deep learning model that uses variational quantum circuits and a statistical image prior to ...
AI in Psychology Shifts From Cold Algorithms to Digital Empathy, Decade of Research Reveals
A new bibliometric analysis of 961 publications shows that AI research in psychology has shifted after 2023 from technical themes ...
Hybrid AI Learns to Spot Deepfakes Without Sharing Sensitive Data
Researchers have developed FedHybrid-ViT, a privacy-preserving framework that fuses convolutional and transformer models within federated learning to detect deepfakes across ...
How Artificial Intelligence Is Rewriting the Science of River Flow Forecasting
A 25-year review of artificial intelligence applications in streamflow forecasting reveals that feed-forward neural networks dominate the field while long-range ...
Deep learning model forecasts cold waves in Bangladesh but misses most extreme days
A 38-year machine learning study in Mymensingh, Bangladesh, shows LSTM networks forecast daily minimum temperatures with high accuracy but detect ...
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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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