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2020 – today
- 2024
[i5]X. San Liang, Dake Chen, Renhe Zhang:
Quantitative causality, causality-guided scientific discovery, and causal machine learning. CoRR abs/2402.13427 (2024)- 2022
- [j12]X. San Liang
:
The Causal Interaction between Complex Subsystems. Entropy 24(1): 3 (2022) - [j11]Yineng Rong, X. San Liang:
An Information Flow-Based Sea Surface Height Reconstruction Through Machine Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-9 (2022) - 2021
- [j10]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: 47266-47274 (2021) - [j9]X. San Liang, Xiu-Qun Yang:
A Note on Causation versus Correlation in an Extreme Situation. Entropy 23(3): 316 (2021) - [j8]X. San Liang:
Normalized Multivariate Time Series Causality Analysis and Causal Graph Reconstruction. Entropy 23(6): 679 (2021) - [i4]X. San Liang:
Measuring the importance of individual units in producing the collective behavior of a complex network. CoRR abs/2104.09290 (2021) - [i3]X. San Liang:
Normalized multivariate time series causality analysis and causal graph reconstruction. CoRR abs/2104.11360 (2021) - [i2]X. San Liang:
An overview of the quantitative causality analysis and causal graph reconstruction based on a rigorous formalism of information flow. CoRR abs/2112.14839 (2021)
2010 – 2019
- 2019
- [j7]X. San Liang:
A Study of the Cross-Scale Causation and Information Flow in a Stormy Model Mid-Latitude Atmosphere. Entropy 21(2): 149 (2019) - 2018
- [j6]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: 173-178 (2018) - [j5]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: 252-261 (2018) - [j4]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): 1325-1336 (2018) - 2014
- [j3]X. San Liang:
Entropy Evolution and Uncertainty Estimation with Dynamical Systems. Entropy 16(7): 3605-3634 (2014) - 2013
- [j2]X. San Liang:
The Liang-Kleeman Information Flow: Theory and Applications. Entropy 15(1): 327-360 (2013) - 2010
- [i1]X. San Liang:
Remarkable evolutionary laws of absolute and relative entropies with dynamical systems. CoRR abs/1008.4957 (2010)
2000 – 2009
- 2007
- [j1]X. San Liang, Donald G. M. Anderson:
Multiscale Window Transform. Multiscale Model. Simul. 6(2): 437-467 (2007)
Coauthor Index
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