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Collective dynamics of stock market efficiency

Collective dynamics of stock market efficiency

Luiz G. A. Alves, Higor Y. D. Sigaki, Matjaz Perc, Haroldo V. Ribeiro, Scientific Reports 10, 21992 (2020). PDF | DOI

Learning physical properties of liquid crystals with deep convolutional neural networks

Learning physical properties of liquid crystals with deep convolutional neural networks

Higor Y. D. Sigaki, Ervin K. Lenzi, Rafael S. Zola, Matjaz Perc, Haroldo V. Ribeiro, Scientific Reports 10, 7664 (2020). PDF | DOI

Estimating physical properties from liquid crystal textures via machine learning and complexity-entropy methods

Estimating physical properties from liquid crystal textures via machine learning and complexity-entropy methods

H. Y. D. Sigaki, R. F. de Souza, R. T. de Souza, R. S. Zola, H. V. Ribeiro, Phys. Rev. E 99, 013311 (2019). PDF | DOI

Clustering patterns in efficiency and the coming-of-age of the cryptocurrency market

Clustering patterns in efficiency and the coming-of-age of the cryptocurrency market

Higor Y. D. Sigaki, Matjaz Perc, Haroldo V. Ribeiro, Scientific Reports 9, 1440 (2019). PDF | DOI

History of art paintings through the lens of entropy and complexity

History of art paintings through the lens of entropy and complexity

Higor Y. D. Sigaki, Matjaz Perc, Haroldo V. Ribeiro, Proc. Natl. Acad. Sci. U.S.A 155, E8585-E8594 (2018). PDF | DOI