Булах, В. А.Кіріченко, Л. О.Радівілова, Т. А.2019-06-192019-06-192018Bulakh V. Time Series Classification Based on Fractal Properties / V. Bulakh, L. Kirichenko, T. Radivilova // Data Stream Mining & Processing : proceedings of the 2018 IEEE Second International Conference, 2018. Lviv. – P. 198–201.http://openarchive.nure.ua/handle/document/9452The article considers classification task of fractal time series by the meta algorithms based on decision trees. Binomial multiplicative stochastic cascades are used as input time series. Comparative analysis of the classification approaches based on different features is carried out. The results indicate the advantage of the machine learning methods over the traditional estimating the degree of self-similarity.enmultifractal time seriesbinomial stochastic cascadeclassification of time seriesHurst exponentRandom ForestThesis