TSCenter/awesome-time-series-papers

• highreadme#1

  Clarify README's opening to differentiate from academic platforms

  原因：

  当前

  This is an awesome list of the latest time series papers and code from top AI venues!

  复制粘贴的修复

  复制

  This GitHub repository is a human-curated awesome list, providing a categorized collection of the latest time series papers and code from top AI venues. It offers a focused alternative to broad academic search engines or conference proceedings.

  待办完成忽略
• mediumabout#2

  Refine the 'About' description to emphasize curation and GitHub hosting

  原因：

  当前

  An Awesome List of the latest time series papers and code from top AI venues.

  复制粘贴的修复

  复制

  A human-curated GitHub awesome list of the latest time series papers and code from top AI venues, categorized for easy discovery.

  待办完成忽略
• lowhomepage#3

  Add the repository URL as the homepage

  原因：

  复制粘贴的修复

  复制

  https://github.com/TSCenter/awesome-time-series-papers

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  Where can I find recent research papers on advanced time series analysis techniques?

  你：未被推荐
  AI 推荐顺序：

  1. arXiv.org
  2. Google Scholar
  3. NeurIPS (Conference on Neural Information Processing Systems)
  4. ICML (International Conference on Machine Learning)
  5. KDD (ACM SIGKDD Conference on Knowledge Discovery and Data Mining)
  6. Journal of Machine Learning Research (JMLR)
  7. The American Economic Review (AER)
  8. Journal of Econometrics

  AI 推荐了 8 个替代方案，却始终没点名 TSCenter/awesome-time-series-papers。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What are the latest academic resources for time series forecasting and anomaly detection?

  你：未被推荐
  AI 推荐顺序：

  1. NeurIPS
  2. ICML
  3. KDD
  4. AAAI
  5. The Journal of Machine Learning Research
  6. IEEE Transactions on Knowledge and Data Engineering
  7. International Journal of Forecasting

  AI 推荐了 7 个替代方案，却始终没点名 TSCenter/awesome-time-series-papers。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of TSCenter/awesome-time-series-papers?

  pass
  ⚠AI 未点名 TSCenter/awesome-time-series-papers —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts TSCenter/awesome-time-series-papers in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 TSCenter/awesome-time-series-papers

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo TSCenter/awesome-time-series-papers solve, and who is the primary audience?

  pass
  ⚠AI 未点名 TSCenter/awesome-time-series-papers —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？