24 citations · 89 across the 26 of their papers we have counts for
26 papers
Copula Entropy: Theory and Applications
Jian Ma
This is the monograph on the theory and applications of copula entropy (CE). This book first introduces the theory of CE, including its background, definition, theorems, properties…
Testing Copula Hypothesis with Copula Entropy
Jian Ma
Testing copula hypothesis is of fundamental importance in the applications of copula theory. In this paper we proposed a copula hypothesis testing with copula entropy. Since copula…
Facies Classification with Copula Entropy
Jian Ma
In this paper we propose to apply copula entropy (CE) to facies classification. In our method, the correlations between geological variables and facies classes are measured with CE…
Change Point Detection with Copula Entropy based Two-Sample Test
Jian Ma
Change point detection is a typical task that aim to find changes in time series and can be tackled with two-sample test. Copula Entropy is a mathematical concept for measuring sta…
Root Cause Analysis on Energy Efficiency with Transfer Entropy Flow
Jian Ma
Energy efficiency is a big concern in industrial sectors. Finding the root cause of anomaly state of energy efficiency can help to improve energy efficiency of industrial systems a…
Photometric Redshifts with Copula Entropy
Jian Ma
In this paper we propose to apply copula entropy (CE) to photometric redshifts. CE is used to measure the correlations between photometric measurements and redshifts and then the m…