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International Journal of General Systems Volume 42, 2013 - Issue 6: Data Mining and Soft Computing
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Time series analysis using soft computing methods

Irina Perfilieva Centre of Excellence IT4Innovations division, University of Ostrava, Inst. for Research and Applications of Fuzzy Modelling, Ostrava, Czech RepublicCorrespondence[email protected]
,
Nadezhda Yarushkina Department of Information Systems, Ulyanovsk State Technical University, Ulyanovsk, RussiaCorrespondence[email protected]
,
Tatiana Afanasieva Department of Information Systems, Ulyanovsk State Technical University, Ulyanovsk, RussiaCorrespondence[email protected]
&
Anton Romanov Department of Information Systems, Ulyanovsk State Technical University, Ulyanovsk, RussiaCorrespondence[email protected]
Pages 687-705 | Received 15 Nov 2011, Accepted 18 Feb 2013, Published online: 15 May 2013

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Qiuchi Xue, Wei Zhang, Meiling Ding, Xin Yang, Jianjun Wu & Ziyou Gao. (2023) Passenger flow forecasting approaches for urban rail transit: a survey. International Journal of General Systems 52:8, pages 919-947.
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Tianyu Hao, Gang Song & Hongwei Du. (2023) APSO-TA-LSTM: a long and short term memory model combining time attention and adaptive particle swarm optimization for stock forecasting. International Journal of General Systems 52:7, pages 876-893.
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Yue Xin, Xiangfeng Yang & Jinwu Gao. (2021) Least squares estimation for the high-order uncertain moving average model with application to carbon dioxide emissions. International Journal of General Systems 50:6, pages 724-740.
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Articles from other publishers (28)

Ferdinando Di Martino, Irina Perfilieva & Salvatore Sessa. (2021) A Summary of F-Transform Techniques in Data Analysis. Electronics 10:15, pages 1771.
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I. A. Timina, S. K. Kiselev & E. N. Egov. 2021. Recent Developments and the New Direction in Soft-Computing Foundations and Applications. Recent Developments and the New Direction in Soft-Computing Foundations and Applications 553 566 .
. (2020) Estimation Analysis of Soft Computing Techniques Using ELECTRE Method. REST Journal on Emerging trends in Modelling and Manufacturing 6:4, pages 169-174.
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Anton Romanov, Valeria Voronina, Gleb Guskov, Irina Moshkina & Nadezhda Yarushkina. (2020) Discrete and Fuzzy Models of Time Series in the Tasks of Forecasting and Diagnostics. Axioms 9:2, pages 49.
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Ferdinando Di Martino & Salvatore SessaFerdinando Di Martino & Salvatore Sessa. 2020. Fuzzy Transforms for Image Processing and Data Analysis. Fuzzy Transforms for Image Processing and Data Analysis 137 152 .
Jin Hee Yoon, Deokhwan Kyeong & Kisung Seo. (2019) A hybrid method based on F-transform for robust estimators. International Journal of Approximate Reasoning 104, pages 75-83.
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Anton Romanov, Aleksey Filippov & Nadezhda Yarushkina. 2019. Artificial Intelligence and Soft Computing. Artificial Intelligence and Soft Computing 346 357 .
Anton Romanov, Aleksey Filippov & Nadezhda Yarushkina. 2019. Recent Research in Control Engineering and Decision Making. Recent Research in Control Engineering and Decision Making 173 184 .
S. G. Antipov, V. N. Vagin, O. L. Morosin & M. V. Fomina. 2019. Proceedings of the Third International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18). Proceedings of the Third International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) 106 117 .
Anton Romanov & Irina Perfilieva. 2019. Proceedings of the Third International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18). Proceedings of the Third International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) 382 389 .
M. Zeinali, R. Alikhani, S. Shahmorad, F. Bahrami & I. Perfilieva. (2018) On the structural properties of F m -transform with applications. Fuzzy Sets and Systems 342, pages 32-52.
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Julia N. Kovalnogova, Oksana U. Yuldasheva & Evgeny A. Kachagin. Research of consumer behavior in the market of pharmaceutical cosmetics using fuzzy modeling. Research of consumer behavior in the market of pharmaceutical cosmetics using fuzzy modeling.
Tatyana Afanasieva, Yriy Egorov & Nikolay Savinov. 2018. Proceedings of the Second International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’17). Proceedings of the Second International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’17) 226 233 .
Shanoli Samui Pal & Samarjit Kar. (2017) Time series forecasting using fuzzy transformation and neural network with back propagation learning. Journal of Intelligent & Fuzzy Systems 33:1, pages 467-477.
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Jin Hee Yoon, DeokHwan Kyeong, Kisung Seo & Istvan A. Harmati. (2017) M-estimators using optimization algorithm based on F-transform. M-estimators using optimization algorithm based on F-transform.
N. G. Yarushkina, A. A. Filippov, A. A. Romanov, V. S. Moshkin & E. N. Egov. (2017) Developing a system for time series data mining on the basis of F-transform and the domain-specific ontology. Developing a system for time series data mining on the basis of F-transform and the domain-specific ontology.
Vincenzo Loia, Stefania Tomasiello & Alfredo Vaccaro. (2017) Using fuzzy transform in multi-agent based monitoring of smart grids. Information Sciences 388-389, pages 209-224.
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Vincenzo Loia, Stefania Tomasiello & Alfredo Vaccaro. (2017) Fuzzy Transform Based Compression of Electric Signal Waveforms for Smart Grids. IEEE Transactions on Systems, Man, and Cybernetics: Systems 47:1, pages 121-132.
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Matteo Gaeta, Vincenzo Loia & Stefania Tomasiello. (2016) Cubic B?spline fuzzy transforms for an efficient and secure compression in wireless sensor networks. Information Sciences 339, pages 19-30.
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I. G. Perfilieva, N. G. Yarushkina, T. V. Afanasieva & A. A. Romanov. 2016. Proceedings of the First International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16). Proceedings of the First International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16) 75 86 .
Marina Fomina, Sergey Antipov & Vadim Vagin. 2016. Proceedings of the First International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16). Proceedings of the First International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16) 63 73 .
T. Afanasieva, N. Yarushkina, D. Zavarzin, G. Guskov & A. Romanov. 2016. Proceedings of the First International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16). Proceedings of the First International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16) 41 50 .
Katarzyna Kaczmarek & Olgierd Hryniewicz. 2016. Challenging Problems and Solutions in Intelligent Systems. Challenging Problems and Solutions in Intelligent Systems 59 74 .
Jin Hee Yoon, Hye-Young Jung, Seung Hoe Choi & Woo-Joo Lee. (2015) An application of F-transform to a regression model based on Theil's method. An application of F-transform to a regression model based on Theil's method.
Matteo Gaeta, Vincenzo Loia & Stefania Tomasiello. (2015) Multisignal 1-D compression by F-transform for wireless sensor networks applications. Applied Soft Computing 30, pages 329-340.
Crossref
. 2015. Creativity in Intelligent Technologies and Data Science. Creativity in Intelligent Technologies and Data Science 115 123 .
Woo-Joo Lee, Hye-Young Jung, Jin-Hee Yoon & Seung-Hoe Choi. (2014) Forecasting using F-transform based on bootstrap technique. Forecasting using F-transform based on bootstrap technique.
Anton Romanov, Irina Perfilieva & Nadezhda Yarushkina. (2014) Time series grouping on the basis of F<sup>1</sup>-transform. Time series grouping on the basis of F<sup>1</sup>-transform.

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