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International Journal of General Systems Volume 39, 2010 - Issue 3: Soft Information Analysis
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Analysis of seasonal time series using fuzzy approach

Vilém Novák Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, 30. Dubna 22, 702 00, Ostrava, Czech RepublicCorrespondence[email protected]
,
Martin Štěpnička Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, 30. Dubna 22, 702 00, Ostrava, Czech Republic
,
Antonín Dvořák Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, 30. Dubna 22, 702 00, Ostrava, Czech Republic
,
Irina Perfilieva Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, 30. Dubna 22, 702 00, Ostrava, Czech Republic
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Viktor Pavliska Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, 30. Dubna 22, 702 00, Ostrava, Czech Republic
&
Lenka Vavříčková Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, 30. Dubna 22, 702 00, Ostrava, Czech Republic
Pages 305-328 | Received 19 Feb 2009, Accepted 08 Jun 2009, Published online: 05 Mar 2010

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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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Vilém Novák & Irina Perfilieva. (2015) Forecasting Direction of Trend of a Group of Analogous Time Series Using F-Transform and Fuzzy Natural Logic. International Journal of Computational Intelligence Systems 8:sup1, pages 15-28.
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Irina Perfilieva, Nadezhda Yarushkina, Tatiana Afanasieva & Anton Romanov. (2013) Time series analysis using soft computing methods. International Journal of General Systems 42:6, pages 687-705.
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Vilém Novák. (2013) On modelling with words. International Journal of General Systems 42:1, pages 21-40.
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Hee-Jun Min & Hye-Young Jung. (2023) A Study of Least Absolute Deviation Fuzzy Transform. International Journal of Fuzzy Systems 25:7, pages 2889-2899.
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Shanaka Herath, Vince Mangioni, Song Shi & Xin Janet Ge. (2023) Extrapolative time-series modelling of house prices: a case study from Sydney, Australia. International Journal of Housing Markets and Analysis.
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Tran Manh Tuan, Mai Dinh Sinh, Tran Đinh Khang, Phung The Huan, Tran Thi Ngan, Nguyen Long Giang & Vu Duc Thai. (2022) A New Approach for Semi-supervised Fuzzy Clustering with Multiple Fuzzifiers. International Journal of Fuzzy Systems 24:8, pages 3688-3701.
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Tomaš Tichý, Linh Nguyen, Michal Holčapek, Aleš Kresta & Hana Dvořáčková. (2022) Quarterly sales analysis using linguistic fuzzy logic with weather data. Expert Systems with Applications 203, pages 117345.
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Hee-Jun Min, Jae-Won Shim, Hye-Ju Han, Chang-Hee Park & Hye-Young Jung. (2022) Fuzzy Transform and Least-Squares Fuzzy Transform: Comparison and Application. International Journal of Fuzzy Systems 24:6, pages 2740-2752.
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Nhung Cao & Radek Valasek. (2021) On Consistency of Redundancy Deduction of Linguistic Fuzzy Rules. On Consistency of Redundancy Deduction of Linguistic Fuzzy Rules.
Soheyla Mirshahi & Vilém Novák. (2021) A fuzzy method for evaluating similar behavior between assets. Soft Computing 25:12, pages 7813-7823.
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Bernadette Bouchon-Meunier. 2021. Statistical and Fuzzy Approaches to Data Processing, with Applications to Econometrics and Other Areas. Statistical and Fuzzy Approaches to Data Processing, with Applications to Econometrics and Other Areas 47 54 .
Nhung Cao, Martin Stepnicka & Radek Valasek. (2020) On the generalization of redundancy criteria for linguistic fuzzy rules. On the generalization of redundancy criteria for linguistic fuzzy rules.
Linh Nguyen. (2020) Integrating the Probabilistic Uncertainty to Fuzzy Systems in Fuzzy Natural Logic. Integrating the Probabilistic Uncertainty to Fuzzy Systems in Fuzzy Natural Logic.
Linh Nguyen, Vilém Novák & Soheyla Mirshahi. (2020) Trend‐cycle Estimation Using Fuzzy Transform and Its Application for Identifying Bull and Bear Phases in Markets. Intelligent Systems in Accounting, Finance and Management 27:3, pages 111-124.
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Libor Běhounek & Martina Daňková. (2020) Variable-domain fuzzy sets—Part I: Representation. Fuzzy Sets and Systems 380, pages 1-18.
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Soheyla Mirshahi & Vilém Novák. 2020. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Information Processing and Management of Uncertainty in Knowledge-Based Systems 567 577 .
Linh Nguyen, Vilém Novák & Michal Holčapek. 2020. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Information Processing and Management of Uncertainty in Knowledge-Based Systems 254 266 .
Seok-Beom Roh, Sung-Kwun Oh, Jin-Hee Yoon & Kisung Seo. (2018) Design of face recognition system based on fuzzy transform and radial basis function neural networks. Soft Computing 23:13, pages 4969-4985.
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Linh Nguyen & Vilém Novák. (2019) Forecasting seasonal time series based on fuzzy techniques. Fuzzy Sets and Systems 361, pages 114-129.
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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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Linh Nguyen & Vilém Novák. 2019. Fuzzy Techniques: Theory and Applications. Fuzzy Techniques: Theory and Applications 417 428 .
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 .
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 .
Rafael Vieira, Fernando Gomide & Rosangela Ballini. (2018) Kernel Evolving Participatory Fuzzy Modeling for Time Series Forecasting. Kernel Evolving Participatory Fuzzy Modeling for Time Series Forecasting.
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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Linh Nguyen & Michal Holčapek. 2018. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations 151 162 .
Woo-Joo Lee, Hye-Young Jung, Jin Hee Yoon & Seung Hoe Choi. (2017) A Novel Forecasting Method Based on F-Transform and Fuzzy Time Series. International Journal of Fuzzy Systems 19:6, pages 1793-1802.
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Linh Nguyen & Vilem Novak. (2017) Trend-cycle forecasting based on new fuzzy techniques. Trend-cycle forecasting based on new fuzzy techniques.
Martin Stepnicka & Michal Burda. (2017) On the results and observations of the time series forecasting competition CIF 2016. On the results and observations of the time series forecasting competition CIF 2016.
Tiago Schuster & Peter Sussner. (2017) An adaptive image filter based on the fuzzy transform for impulse noise reduction. Soft Computing 21:13, pages 3659-3672.
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Martins Kokainis & Svetlana Asmuss. (2017) Approximation by multivariate higher degree F-transform based on B-splines. Soft Computing 21:13, pages 3587-3614.
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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.
Irina Perfilieva, Michal Holčapek & Vladik Kreinovich. (2016) A new reconstruction from the F-transform components. Fuzzy Sets and Systems 288, pages 3-25.
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Peter Sussner. (2016) Lattice fuzzy transforms from the perspective of mathematical morphology. Fuzzy Sets and Systems 288, pages 115-128.
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Vilém Novák, Irina Perfilieva & Antonín Dvořák. 2016. Insight into Fuzzy Modeling. Insight into Fuzzy Modeling 235 242 .
Vilém Novák. (2016) Linguistic characterization of time series. Fuzzy Sets and Systems 285, pages 52-72.
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Martin Štěpnička, Michal Burda & Lenka Štěpničková. (2016) Fuzzy rule base ensemble generated from data by linguistic associations mining. Fuzzy Sets and Systems 285, pages 140-161.
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Michal Holčapek & Linh Nguyen. 2016. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Information Processing and Management of Uncertainty in Knowledge-Based Systems 705 716 .
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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 .
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Vilém Novák. (2015) Evaluative linguistic expressions vs. fuzzy categories. Fuzzy Sets and Systems 281, pages 73-87.
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Vladik Kreinovich, Hung T. Nguyen, Olga Kosheleva & Rujira Ouncharoen. (2015) 50 Years of fuzzy: from discrete to continuous to – Where?. Journal of Intelligent & Fuzzy Systems 29:3, pages 989-1009.
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Antonín Dvořák, Martin Štěpnička & Lenka Štěpničková. (2015) On redundancies in systems of fuzzy/linguistic IF–THEN rules under perception-based logical deduction inference. Fuzzy Sets and Systems 277, pages 22-43.
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Petr Hurtik, Petra Hodakova, Irina Perfilieva, Martins Liberts & Julija Asmuss. (2015) Network attack detection and classification by the F-transform. Network attack detection and classification by the F-transform.
Martin Stepnicka & Michal Burda. (2015) Computational intelligence in forecasting - the results of the time series forecasting competition. Computational intelligence in forecasting - the results of the time series forecasting competition.
Linh Nguyen & Vilem Novak. (2015) Filtering out high frequencies in time series using F-transform with respect to raised cosine generalized uniform fuzzy partition. Filtering out high frequencies in time series using F-transform with respect to raised cosine generalized uniform fuzzy partition.
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.
Julija Asmuss & Gunars Lauks. (2015) Network traffic classification for anomaly detection fuzzy clustering based approach. Network traffic classification for anomaly detection fuzzy clustering based approach.
Vilem Novak & Irina Perfilieva. (2015) Time Series Mining by Fuzzy Natural Logic and F-Transform. Time Series Mining by Fuzzy Natural Logic and F-Transform.
Irina Perfilieva. 2015. Springer Handbook of Computational Intelligence. Springer Handbook of Computational Intelligence 113 130 .
Vilém Novák. 2015. Towards the Future of Fuzzy Logic. Towards the Future of Fuzzy Logic 137 165 .
Vilém Novák, Irina Perfilieva, Michal Holčapek & Vladik Kreinovich. (2014) Filtering out high frequencies in time series using F-transform. Information Sciences 274, pages 192-209.
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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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Vilém Novák, Viktor Pavliska, Martin Štěpnička & Lenka Štěpničková. 2014. Recent Developments and New Directions in Soft Computing. Recent Developments and New Directions in Soft Computing 429 442 .
Olga Kosheleva, Vladik Kreinovich, Ariel Garcia, Felipe Jovel, Luis A. Torres Escobedo & Thavatchai Ngamsantivong. (2013) Computing with Words: Towards a New Tuple-Based Formalization. Computing with Words: Towards a New Tuple-Based Formalization.
Vladik Kreinovich, Irina Perfilieva & Vilem Novak. (2013) Why inverse F-transform? A compression-based explanation. Why inverse F-transform? A compression-based explanation.
Michal Holcapek, Vilem Novak & Irina Perfilieva. (2013) Noise reduction in time series using F-transform. Noise reduction in time series using F-transform.
I.G. Perfilieva, N.G. Yarushkina, T.V. Afanasieva & A.A. Romanov. (2013) Internet service for the analysis of enterprise economics using time series fuzzy modeling. Internet service for the analysis of enterprise economics using time series fuzzy modeling.
Martin Štěpnička, Paulo Cortez, Juan Peralta Donate & Lenka Štěpničková. (2013) Forecasting seasonal time series with computational intelligence: On recent methods and the potential of their combinations. Expert Systems with Applications 40:6, pages 1981-1992.
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Vilém Novák, Martin Štěpnička & Jiří Kupka. 2013. Flexible Query Answering Systems. Flexible Query Answering Systems 209 220 .
Vilém Novák. (2012) Reasoning about mathematical fuzzy logic and its future. Fuzzy Sets and Systems 192, pages 25-44.
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Nadezhda Yarushkina, Irina Perfilieva, Tatiana Afanasieva, Andrew Igonin, Anton Romanov & Valeria Shishkina. 2011. Rough Sets, Fuzzy Sets, Data Mining and Granular Computing. Rough Sets, Fuzzy Sets, Data Mining and Granular Computing 155 162 .
Irina G. Perfilieva, Nadezhda G. Yarushkina & Tatjana V. Afanasieva. (2010) Time series analysis by discrete F-transform. Time series analysis by discrete F-transform.
Vilém Novák & Irina Perfilieva. 2011. 35 Years of Fuzzy Set Theory. 35 Years of Fuzzy Set Theory 39 55 .

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