290
Views
31
CrossRef citations to date
0
Altmetric
Articles

Time series analysis using soft computing methods

, , &
Pages 687-705 | Received 15 Nov 2011, Accepted 18 Feb 2013, Published online: 15 May 2013

References

  • Box , G. and Jenkins , G. 1970 . Time Series Analysis: Forecasting and Control , San Francisco : Holden-Day .
  • Martino , F. , Loia , V. and Sessa , S. 2011 . Fuzzy Transforms Method in Prediction Data Analysis . Fuzzy Sets and Systems , 180 : 146 – 163 .
  • Huarng , K. 2006 . The Application of Neural Networks to Forecast Fuzzy Time Series . Physica, A , 336 : 481 – 491 .
  • Hwang , J. R. , Chen , S. M. and Lee , C. H. 1998 . Handling Forecasting Problems Using Fuzzy Time Series . Fuzzy Sets and Systems , 100 : 217 – 228 .
  • Jilani , T. A. , Burney , S. M. A. and Ardil , C. 2008 . Fuzzy Metric Approach for Fuzzy Time Series Forecasting based on Frequency Density Based Partitioning . International Journal of Computational Intelligence , 4 ( 2 ) : 112 – 117 .
  • Novák , V. , Štěpnička , M. , Dvořák , A. , Perfilieva , I. and Pavliska , V. 2010 . Analysis of Seasonal Time Series Using Fuzzy Approach . International Journal of General Systems , 39 : 305 – 328 .
  • Perfilieva , I. 2006 . Fuzzy Transforms: Theory and Applications . Fuzzy Sets and Systems , 157 : 993 – 1023 .
  • Perfilieva, I. 2007. “Fuzzy Transforms: A Challenge to Conventional Transforms.” In Advances in Images and Electron Physics, Vol. 147, edited by PW. Hawkes. San Diego: Elsevier Academic Press.
  • Perfilieva , I. , Daňková , M. and Bede , B. 2011 . Towards a Higher Degree F-Transform . Fuzzy Sets and Systems , 180 : 3 – 19 .
  • Şah, M., and K. Y. Degtiarev. 2004. “Forecasting Enrollment Model Based on First-Order Fuzzy Time Series”. Proceedings of the International Conference on Computational Intelligence, Istanbul, 17–19 December 2004. World Academy of Science, Engineering and Control, Vol. 1, 375–378.
  • Sarkar , M. 2006 . Ruggedness Measures of Medical Time Series using Fuzzy-Rough Sets and Fractals . Pattern Recognition Letters Archive , 27 : 447 – 454 .
  • Song , Q. and Chissom , B. 1993a . Fuzzy Time Series and its Models . Fuzzy Sets and Systems , 54 : 269 – 277 .
  • Song , Q. and Chissom , B. 1993b . Forecasting Enrollments with Fuzzy Time Series. Part I . Fuzzy Sets and Systems , 54 : 1 – 9 .
  • Štěpnička , M. , Dvořák , A. , Pavliska , V. and Vavříčková , L. 2011 . A Linguistic Approach to Time Series Modeling with the Help of F-Transform . Fuzzy Sets and Systems , 180 : 164 – 184 .
  • Troiano , L. and Kriplani , P. 2011 . Supporting Trading Strategies by Inverse Fuzzy Transform . Fuzzy Sets and Systems , 180 : 121 – 145 .
  • Wold , H. 1938 . A Study in the Analysis of Stationary Time Series , Stockholm : Almqvist and Wiksel .
  • Yao , J. and Herbert , J. P. 2009 . Financial Time-Series Analysis with Rough Sets . Applied Soft Computing , 9 : 1000 – 1007 .
  • Yarushkina , N. G. 2004 . Principles of the Theory of Fuzzy and Hybrid Systems , Moscow : Finances and Statistics .
  • Zadeh , L. A. 2006 . Generalized theory of uncertainty (GTU) principal concepts and ideas . Computational Statistic & Data Analysis , 51 : 15 – 46 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.