lixus7/Time-Series-Works-Conferences resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1040 stars · 98 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated summary of time-series research papers published at top CS conferences such as NeurIPS, ICML, ICLR, KDD, and AAAI. It organizes work on forecasting, imputation, anomaly detection, and spatio-temporal modeling for researchers and students.

Use cases

• find recent time-series forecasting papers from top conferences
• survey spatio-temporal prediction research
• keep up with deep learning papers on time series
• research anomaly detection in multivariate time series
• find papers on traffic and travel-time prediction
• prepare a literature review for a time-series thesis

When to choose

• you need a curated, conference-organized reading list for time-series research
• you want to track state-of-the-art spatio-temporal and forecasting models
• you are a student or researcher starting a literature survey

When to avoid

• you need runnable code or a software library rather than a paper list
• you need non-academic tutorials or beginner courses on time series
• you need journals or preprints only, since coverage focuses on top conferences

Facets

learning-resource · maturity active

documentation data-science time-series deep-learning machine-learning tutorials awesome-lists paper-list time-series-forecasting spatio-temporal anomaly-detection traffic-prediction academic-research awesome-list web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="lixus7/Time-Series-Works-Conferences")