X. San Liang

19 papers Journal 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
Atypical hierarchical brain connectivity in autism: Insights from stepwise causal analysis using Liang information flow.
NeuroImage
Shan Sun, Fei Wang, Fen Xu, Yufeng Deng, Jiwang Ma, Kai Chen, Sheng Guo, X. San Liang, Tao Zhang
2025 J jnl
Estimation of Information Flow-Based Causality with Coarsely Sampled Time Series.
Entropy
X. San Liang
2024 J jnl
Quantitative causality, causality-guided scientific discovery, and causal machine learning.
CoRR
X. San Liang, Dake Chen, Renhe Zhang
2022 J jnl
An Information Flow-Based Sea Surface Height Reconstruction Through Machine Learning.
IEEE Trans. Geosci. Remote. Sens.
Yineng Rong, X. San Liang
2022 J jnl
The Causal Interaction between Complex Subsystems.
Entropy
X. San Liang
2021 J jnl
A Note on Causation versus Correlation in an Extreme Situation.
Entropy
X. San Liang, Xiu-Qun Yang
2021 J jnl
An overview of the quantitative causality analysis and causal graph reconstruction based on a rigorous formalism of information flow.
CoRR
X. San Liang
2021 J jnl
Measuring the importance of individual units in producing the collective behavior of a complex network.
CoRR
X. San Liang
2021 J jnl
Normalized Multivariate Time Series Causality Analysis and Causal Graph Reconstruction.
Entropy
X. San Liang
2021 J jnl
Normalized multivariate time series causality analysis and causal graph reconstruction.
CoRR
X. San Liang
2021 J jnl
Panel Data Causal Inference Using a Rigorous Information Flow Analysis for Homogeneous, Independent and Identically Distributed Datasets.
IEEE Access
Yineng Rong, X. San Liang
2019 J jnl
A Study of the Cross-Scale Causation and Information Flow in a Stormy Model Mid-Latitude Atmosphere.
Entropy
X. San Liang
2018 J jnl
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.
Yuanzhi Zhang, Martti Hallikainen, Hongsheng Zhang, Hongtao Duan, Yu Li, X. San Liang
2018 J jnl
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
Yuanzhi Zhang, Zhaojun Huang, Dongyang Fu, Jin Yeu Tsou, Tingchen Jiang, X. San Liang, Xia Lu
2018 J jnl
Spatiotemporal shoreline dynamics of Namibian coastal lagoons derived by a dense remote sensing time series approach.
Int. J. Appl. Earth Obs. Geoinformation
Chenxu Ji, Yuanzhi Zhang, Qiuming Cheng, JinYeu Tsou, Tingchen Jiang, X. San Liang
2014 J jnl
Entropy Evolution and Uncertainty Estimation with Dynamical Systems.
Entropy
X. San Liang
2013 J jnl
The Liang-Kleeman Information Flow: Theory and Applications.
Entropy
X. San Liang
2010 J jnl
Remarkable evolutionary laws of absolute and relative entropies with dynamical systems
CoRR
X. San Liang
2007 J jnl
Multiscale Window Transform.
Multiscale Model. Simul.
X. San Liang, Donald G. M. Anderson