no code implementations • 6 Mar 2024 • Honglin Wen, Pierre Pinson, Jie Gu, Zhijian Jin
Although it is natural to consider addressing this issue by imputing missing values before model estimation and forecasting, we suggest treating missing values and forecasting targets indifferently and predicting all unknown values simultaneously based on observations.
1 code implementation • 6 Jun 2022 • Honglin Wen, Pierre Pinson, Jinghuan Ma, Jie Gu, Zhijian Jin
It relies on a base distribution and a set of bijective mappings.
no code implementations • 16 Jan 2018 • Zenan Ling, Robert C. Qiu, Zhijian Jin, Yuhang Zhang, Xing He, Haichun Liu, Lei Chu
The location of broken insulators in aerial images is a challenging task.
no code implementations • 31 Jan 2015 • Xing He, Robert Caiming Qiu, Qian Ai, Yinshuang Cao, Jie Gu, Zhijian Jin
With the statistical procedure, the proposed method is universal and fast; moreover, it is robust against traditional EED challenges (such as error accumulations, spurious correlations, and even bad data in core area).