Analysis and Prediction of Time Series Using Fuzzy Transform

被引：27
|
作者：
Perfilieva, Irina [1 ]
Novak, Vilem [1 ]
Pavliska, Viktor [1 ]
Dvorak, Antonin [1 ]
Stepnicka, Martin [1 ]
机构：
[1] Univ Ostrava, Inst Res & Applicat Fuzzy Modelling, Ostrava 70103, Czech Republic
来源：
2008 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-8 | 2008年
关键词：
D O I：
10.1109/IJCNN.2008.4634355
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A new methodology for forecasting of time series is proposed. It is based on combination of two techniques: fuzzy transform and perception-based logical deduction on the basis of learned linguistic description.
引用
收藏
页码：3876 / 3880
页数：5
相关论文
共 50 条
  • [1] Time Series Analysis and Prediction Based on Fuzzy Rules and the Fuzzy Transform
    Stepnicka, Martin
    Pavliska, Viktor
    Novak, Vilem
    Perfilieva, Irina
    Vavrickova, Lenka
    Tomanova, Iva
    [J]. PROCEEDINGS OF THE JOINT 2009 INTERNATIONAL FUZZY SYSTEMS ASSOCIATION WORLD CONGRESS AND 2009 EUROPEAN SOCIETY OF FUZZY LOGIC AND TECHNOLOGY CONFERENCE, 2009, : 483 - 488
  • [2] PREDICTION OF CYCLIC COMPONENTS OF A TIME SERIES USING FUZZY TRANSFORM
    Nguyen, Linh
    Novak, Vilem
    Holcapek, Michal
    [J]. UNCERTAINTY MODELLING IN KNOWLEDGE ENGINEERING AND DECISION MAKING, 2016, 10 : 288 - 294
  • [3] RESIDUAL ANALYSIS USING FOURIER SERIES TRANSFORM IN FUZZY TIME SERIES MODEL
    Tsaur, R. C.
    [J]. IRANIAN JOURNAL OF FUZZY SYSTEMS, 2014, 11 (03): : 43 - 54
  • [4] Temperature prediction using fuzzy time series
    Chen, SM
    Hwang, JR
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2000, 30 (02): : 263 - 275
  • [5] Forecasting Cryptocurrency Time Series Using Fuzzy Transform, Fourier Transform and Fuzzy Inference System
    Jelinek, Srdan
    Poledica, Ana
    Petrovic, Bratislav
    Milosevic, Pavle
    [J]. PROCEEDINGS OF THE 11TH CONFERENCE OF THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY (EUSFLAT 2019), 2019, 1 : 634 - 640
  • [6] Fuzzy Transform in Time Series Decomposition
    Nguyen, Linh
    Novak, Vilem
    [J]. FUZZY TECHNIQUES: THEORY AND APPLICATIONS, 2019, 1000 : 417 - 428
  • [7] Deformation Analysis and Prediction Based on Fuzzy Time Series
    Chen, Wei
    [J]. PROGRESS IN INDUSTRIAL AND CIVIL ENGINEERING II, PTS 1-4, 2013, 405-408 : 2448 - 2451
  • [8] Time series analysis using wavelet transform
    Kim, SR
    [J]. JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 1999, 34 (03) : 203 - 208
  • [9] A Hybrid Time Series Prediction Model Based on Fuzzy Time Series and Maximal Overlap Discrete Wavelet Transform
    Dincer, Nevin Guler
    Yalcin, Muhammet Oguzhan
    Guneri, Oznur Isci
    [J]. GAZI UNIVERSITY JOURNAL OF SCIENCE, 2022, 35 (03): : 1152 - 1169
  • [10] A method of compositional data time series prediction integrating fuzzy time series analysis
    Tao Z.
    Tan W.
    Chen H.
    [J]. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2023, 43 (05): : 1534 - 1544
12345