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cff-version: 1.2.0
message: "If you use TimeGraph in your research, please cite the following."
title: "TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal Discovery"
authors:
- family-names: Ferdous
given-names: Muhammad Hasan
affiliation: University of Maryland, Baltimore County
orcid: https://orcid.org/0000-0002-7182-1274
- family-names: Hossain
given-names: Emam
affiliation: University of Maryland, Baltimore County
- family-names: Gani
given-names: Md Osman
affiliation: University of Maryland, Baltimore County
date-released: 2025-06-02
version: "1.0"
doi: 10.48550/arXiv.2506.01361
url: https://github.com/hferdous/TimeGraph
repository-code: https://github.com/hferdous/TimeGraph
license: MIT AND CC-BY-4.0
type: dataset
keywords:
- synthetic time series
- causal discovery
- benchmarks
- nonstationary data
- missing data