A Classification Method based on Local Information and Nearest Neighbor Entropy Estimation

Author:

Lazic Ivan1,Mijatovic Gorana1,Iovino Marta2,Loncar-Turukalo Tatjana1,Faes Luca2

Affiliation:

1. University of Novi Sad,Faculty of Technical Sciences,Novi Sad,Serbia

2. University of Palermo,Department of Engineering,Palermo,Italy

Publisher

IEEE

Reference23 articles.

1. Entropy measures, entropy estimators, and their performance in quantifying complex dynamics: Effects of artifacts, nonstationarity, and long-range correlations

2. Towards understanding the complexity of cardiovascular oscillations: Insights from information theory;Javorka,2018

3. Information decomposition in bivariate systems: Theory and application to cardiorespiratory dynamics;Faes,2015

4. A novel paradigm of melanoma diagnosis using machine learning and information theory;Giri

5. Predictive modeling of stock indexes using machine learning and information theory;Li

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