Abstract: To tackle the challenge of data diversity in sentiment analysis and improve the accuracy and generalization ability of sentiment analysis, this study first cleans, denoises, and standardizes ...
A Data-Level Augmentation Framework for Time Series Forecasting With Ambiguously Related Source Data
Abstract: Many practical time series forecasting (TSF) tasks are plagued by data limitations. To alleviate this challenge, we design a data-level augmentation framework. It involves a time series ...
Trump administration to finalize 2026 biofuel quotas by early March EPA may adjust bio-based diesel targets slightly lower Moves reflect compromise between biofuel producers and oil refiners Jan 15 ...
NEW DELHI, Jan 2 (Reuters) - India is asking refiners for weekly disclosures of Russian and U.S. oil purchases, people familiar with the matter told Reuters, adding that they expect Russian crude ...
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