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A comparative study among ANFIS, ANNS, and SONFIS for volatile time series

Communications in Computer and Information Science (2018) 831 253-264
DOI: 10.1007/978-3-319-95312-0_22
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Abstract

This paper presents a comparison among ANFIS, ANNs, and a Self Organized Neuro Fuzzy Inference System (SONFIS) for time series prediction. The Turkish stock index (ISE) series is analyzed using the three methods, a statistical analysis of the residuals per method is performed, and the advantages/disadvantages per method are discussed.

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Perdomo-Tovar, J. A., Galindo-Arevalo, E. A., & Figueroa-García, J. C. (2018). A comparative study among ANFIS, ANNS, and SONFIS for volatile time series. In Communications in Computer and Information Science (Vol. 831, pp. 253–264). Springer Verlag. https://doi.org/10.1007/978-3-319-95312-0_22

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