Fast search local extremum for maximal information coefficient (MIC)

DOI10.1016/J.CAM.2017.05.038zbMath1378.90061OpenAlexW2727133975MaRDI QIDQ2402413

Jing Geng, Shuliang Wang, Yue Shu, Hanning Yuan, Yiping Zhao, Shaopeng Wang

Publication date: 7 September 2017

Published in: Journal of Computational and Applied Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.cam.2017.05.038

zbMATH Keywords

big datagradient descentlocal extremumfast searchintelligent maximal information coefficient (iMIC)

Mathematics Subject Classification ID

Quadratic programming (90C20) Data structures (68P05)

Uses Software

• NARROMI

Cites Work

• Measuring and testing dependence by correlation of distances
• Detecting Novel Associations in Large Data Sets
• A class of multivariate distribution-free tests of independence based on graphs
• Brownian distance covariance
• An empirical study of the maximal and total information coefficients and leading measures of dependence
• Equitability, mutual information, and the maximal information coefficient
• An informational measure of correlation
• A consistent multivariate test of association based on ranks of distances

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