Neural networks outshine regression in forecasting Germany’s energy demand to 2050
A controlled comparison of regression, econometric, and machine learning models on German data finds that the most accurate historical model ...
Tag: particle swarm optimization
Hybrid swarm algorithm sharpens green segmentation of field maize seedling images
A hybrid particle swarm and evolutionary optimization algorithm uses multilevel thresholding to isolate green maize seedlings from complex field backgrounds ...
Super-resolution GAN and swarm-optimized transfer learning sharpen Alzheimer’s MRI classification
A new deep learning framework that pairs super-resolution image enhancement with swarm-optimized transfer learning classified Alzheimer's disease stages from MRI ...
Swarm of digital particles trains medical AI without sharing patient data
A particle swarm optimization strategy that dynamically selects the most informative clients in federated learning matches state-of-the-art methods for medical ...
Reinforcement Learning Takes the Wheel of Particle Swarm Traffic Signal Tuning
A hybrid framework that lets a Proximal Policy Optimization agent switch among six search strategies cut simulated urban vehicle waiting ...
PSO fusion reaches 94% accuracy on television sarcasm benchmark
A PSO-fused model combining text, speech and video representations reached 94.0% accuracy on 690 labeled television-dialogue utterances in the MUStARD ...
MFLRA improves multi-label text classification across ten benchmarks
A computational study on 10 benchmark datasets found that MFLRA outperformed eight comparison methods by combining multi-order relevance, label uncertainty ...
Neural Networks Turn Toxic Oil Drilling Waste into High-Performance Zeolite
Researchers used adaptive genetic and particle swarm-optimized neural networks to convert oil-based drilling cuttings into Na-X zeolite with record ammonia ...
AI Learns to Weather a Brutal Schedule: New Transformer Forecasts Sports Score Trends by Modeling Match Difficulty
A new difficulty-aware Transformer framework jointly optimized by particle swarm intelligence improves sports score trend prediction while attributing forecasts to ...
AI Schedules Risky Grid Maintenance When Multiple Outages Strike at Once
A large language model that forecasts load during maintenance windows helps cut cumulative outage risk from 38.1 to 2.6 on ...
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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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