News Sentiment Offers Only Modest Extra Power in Forecasting Polish Electricity Prices
A new study of Poland's electricity market finds that news sentiment indicators derived from European policy journalism add only small, ...
Tag: forecasting
Smart Forecasting: Deep Learning and Explainable AI Reshape Time Series Prediction
Artificial intelligence is quietly rewriting one of the oldest problems in data science: predicting what happens next. A new editorial ...
Grey-Markov hybrid model delivers razor-sharp pine moth forecasts
Deep in the pine forests of Qianshan County in China's Anhui Province, a small moth has been quietly waging war ...
AI Picks the Weather Clues That Matter Most for Solar Power Forecasts
A hybrid feature selection framework combining correlation analysis, PCA, neural sensitivity testing, and SHAP/LIME explainability reveals that average battery voltage ...
Hidden Warning Signs Detected Before China’s Sudden Front-Free Downpours
A five-year observational study over the eastern China plains has quantified the outsized contribution of hard-to-forecast warm-sector heavy rainfall and ...
AI With Double Attention Sharpens Drought Forecasts Across China
Chinese researchers have developed FAELSTM, a dual-attention deep learning framework that outperforms existing models in forecasting agricultural drought by filtering ...
Two Himalayan Flood Disasters, Two Very Different Atmospheric Engines
A new study reveals that two devastating Himalayan rainfall disasters in 2019 and 2023 were driven by contrasting interactions between ...
Why We Underreact to Some News and Overreact to the Rest
A new Econometrica study shows that people underreact to signals when inferring hidden states but overreact to the same signals ...
Borrowed From Operating Systems: Queue Scheduling Inspires Smarter AI Forecasting
Researchers have developed MLFQ-Hybrid, a deep learning framework that adapts the operating system concept of multi-level feedback queues to improve ...
AI Is Poised to Run Your Neighborhood Power Grid, But a New Review Reveals What’s Still Missing
A systematic review of 130 studies finds that AI is transforming how decentralized energy communities forecast, optimize, and manage storage, ...
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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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