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2025. A Novel Hybrid Approach Combining Fractal Analysis and Machine Learning for Enhanced Prediction of Chaotic Time Series. JANOLI International Journal of Mathematical Science. 1, 2 (Apr. 2025), 11–20. DOI:https://doi.org/10.64758/fmqsk240.