X. San Liang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 13

Top Topics

Information Flow

Granger Causality

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

IEEE Trans. Geosci. Remote. Sens.

Publications

X. San Liang, Dake Chen, Renhe Zhang
Quantitative causality, causality-guided scientific discovery, and causal machine learning. CoRR (2024)
X. San Liang
The Causal Interaction between Complex Subsystems. Entropy 24 (1) (2022)
Yineng Rong, X. San Liang
An Information Flow-Based Sea Surface Height Reconstruction Through Machine Learning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
X. San Liang, Xiu-Qun Yang
A Note on Causation versus Correlation in an Extreme Situation. Entropy 23 (3) (2021)
Yineng Rong, X. San Liang
Panel Data Causal Inference Using a Rigorous Information Flow Analysis for Homogeneous, Independent and Identically Distributed Datasets. IEEE Access 9 (2021)
X. San Liang
Normalized multivariate time series causality analysis and causal graph reconstruction. CoRR (2021)
X. San Liang
Normalized Multivariate Time Series Causality Analysis and Causal Graph Reconstruction. Entropy 23 (6) (2021)
X. San Liang
Measuring the importance of individual units in producing the collective behavior of a complex network. CoRR (2021)
X. San Liang
An overview of the quantitative causality analysis and causal graph reconstruction based on a rigorous formalism of information flow. CoRR (2021)
X. San Liang
A Study of the Cross-Scale Causation and Information Flow in a Stormy Model Mid-Latitude Atmosphere. Entropy 21 (2) (2019)
Yuanzhi Zhang, Zhaojun Huang, Dongyang Fu, Jin Yeu Tsou, Tingchen Jiang, X. San Liang, Xia Lu
Monitoring of chlorophyll-a and sea surface silicate concentrations in the south part of Cheju island in the East China sea using MODIS data. Int. J. Appl. Earth Obs. Geoinformation 67 (2018)
Chenxu Ji, Yuanzhi Zhang, Qiuming Cheng, JinYeu Tsou, Tingchen Jiang, X. San Liang
Spatiotemporal shoreline dynamics of Namibian coastal lagoons derived by a dense remote sensing time series approach. Int. J. Appl. Earth Obs. Geoinformation 68 (2018)
Yuanzhi Zhang, Martti Hallikainen, Hongsheng Zhang, Hongtao Duan, Yu Li, X. San Liang
Chlorophyll-a Estimation in Turbid Waters Using Combined SAR Data With Hyperspectral Reflectance Data: A Case Study in Lake Taihu, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (4) (2018)
X. San Liang
Entropy Evolution and Uncertainty Estimation with Dynamical Systems. Entropy 16 (7) (2014)
X. San Liang
The Liang-Kleeman Information Flow: Theory and Applications. Entropy 15 (1) (2013)
X. San Liang
Remarkable evolutionary laws of absolute and relative entropies with dynamical systems CoRR (2010)
X. San Liang, Donald G. M. Anderson
Multiscale Window Transform. Multiscale Model. Simul. 6 (2) (2007)