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STG-Mixer: A Multi-Region, Multi-Step Forecasting Network for Hand, Foot, and Mouth Disease with Multi-Timescale Feature Extraction and Spatial Association Learning

Accurate forecasting of hand, foot, and mouth disease (HFMD) incidence is crucial for effective prevention and control. However, existing multi-region HFMD forecasting models remain limited in jointly capturing multi-timescale temporal patterns and interregional spatial associations, which affects multi-step forecasting performance.

futurity.org
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Why are some people better at math than others?

New research offers a closer look at the thinking skills that may help explain differences in math ability. Daniel Hajovsky, associate professor in the educational psychology department at Texas A&M University, studies human intelligence and the cognitive processes that…

Data and Machine Learning

Training data, the methods underneath and the research literature.

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Training Data Where it comes from, what it cost and who consented.
Data Labeling The annotation industry and the people doing the work.
Model Training Compute, scaling laws and the cost of a run.
Research Papers New methods, results and the conferences they appear at.
Language and Vision Models NLP, speech and vision as fields in their own right.

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