X. San Liang

Orcid: 0000-0001-8472-3211

According to our database1, X. San Liang authored at least 16 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Quantitative causality, causality-guided scientific discovery, and causal machine learning.
CoRR, 2024

2022
An Information Flow-Based Sea Surface Height Reconstruction Through Machine Learning.
IEEE Trans. Geosci. Remote. Sens., 2022

The Causal Interaction between Complex Subsystems.
Entropy, 2022

2021
A Note on Causation versus Correlation in an Extreme Situation.
Entropy, 2021

Normalized Multivariate Time Series Causality Analysis and Causal Graph Reconstruction.
Entropy, 2021

An overview of the quantitative causality analysis and causal graph reconstruction based on a rigorous formalism of information flow.
CoRR, 2021

Measuring the importance of individual units in producing the collective behavior of a complex network.
CoRR, 2021

Panel Data Causal Inference Using a Rigorous Information Flow Analysis for Homogeneous, Independent and Identically Distributed Datasets.
IEEE Access, 2021

2019
A Study of the Cross-Scale Causation and Information Flow in a Stormy Model Mid-Latitude Atmosphere.
Entropy, 2019

2018
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., 2018

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, 2018

Spatiotemporal shoreline dynamics of Namibian coastal lagoons derived by a dense remote sensing time series approach.
Int. J. Appl. Earth Obs. Geoinformation, 2018

2014
Entropy Evolution and Uncertainty Estimation with Dynamical Systems.
Entropy, 2014

2013
The Liang-Kleeman Information Flow: Theory and Applications.
Entropy, 2013

2010
Remarkable evolutionary laws of absolute and relative entropies with dynamical systems
CoRR, 2010

2007
Multiscale Window Transform.
Multiscale Model. Simul., 2007


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