VCDF: A Validated Consensus-Driven Framework for Time Series Causal Discovery

Gene Yu, Ce Guo, Wayne Luk. VCDF: A Validated Consensus-Driven Framework for Time Series Causal Discovery. In Raymond Chi-Wing Wong, Hanghang Tong, Hua Lu 0001, James T. Kwok, Flora D. Salim, Yuanfeng Song, Man Lung Yiu, editors, Advances in Knowledge Discovery and Data Mining - 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2026, Hong Kong, China, June 9-12, 2026, Proceedings, Part III. Volume 16599 of Lecture Notes in Computer Science, pages 29-41, Springer, 2026. [doi]

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