343 citations · 3.3k across the 63 of their papers we have counts for
3 papers · 2 filters
Clustering free-falling paper motion with complexity and entropy
Arthur A. B. Pessa, Matjaz Perc, Haroldo V. Ribeiro
Many simple natural phenomena are characterized by complex motion that appears random at first glance, but that often displays underlying patterns and behavior that can be clustere…
Permutation Jensen-Shannon distance: A versatile and fast symbolic tool for complex time series analysis
Luciano Zunino, Felipe Olivares, Haroldo V. Ribeiro +1
The main motivation of this paper is to introduce the permutation Jensen-Shannon distance, a symbolic tool able to quantify the degree of similarity between two arbitrary time seri…
Determining liquid crystal properties with ordinal networks and machine learning
Arthur A. B. Pessa, Rafael S. Zola, Matjaz Perc +1
Machine learning methods are becoming increasingly important for the development of materials science. In spite of this, the use of image analysis in the development of these syste…