Advances in time series forecasting: innovative methods and applications

被引:0
|
作者
Torres, J. F. [1 ]
Martinez-Ballesteros, M. [2 ]
Troncoso, A. [1 ]
Martinez-Alvarez, F. [1 ]
机构
[1] Pablo de Olavide Univ, Data Sci & Big Data Lab, ES-41013 Seville, Spain
[2] Univ Seville, Dept Comp Sci, ES-41012 Seville, Spain
来源
AIMS MATHEMATICS | 2024年 / 9卷 / 09期
关键词
PREDICTION;
D O I
10.3934/math.20241174
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
引用
收藏
页码:24163 / 24165
页数:3
相关论文
共 50 条
  • [1] Time series forecasting methods and their applications to particle accelerators
    Li, Sichen
    Adelmann, Andreas
    [J]. PHYSICAL REVIEW ACCELERATORS AND BEAMS, 2023, 26 (02)
  • [2] The Innovative Combination of Time Series Analysis Methods for the Forecasting of Groundwater Fluctuations
    Najafabadipour, Amirhossein
    Kamali, Gholamreza
    Nezamabadi-pour, Hossein
    [J]. WATER RESOURCES, 2022, 49 (02) : 283 - 291
  • [3] The Innovative Combination of Time Series Analysis Methods for the Forecasting of Groundwater Fluctuations
    Amirhossein Najafabadipour
    Gholamreza Kamali
    Hossein Nezamabadi-pour
    [J]. Water Resources, 2022, 49 : 283 - 291
  • [4] Special issue on Advances and applications in nonlinear time series methods
    Small, Michael
    Nakamura, Tomo
    [J]. IEICE NONLINEAR THEORY AND ITS APPLICATIONS, 2013, 4 (02): : 127 - 128
  • [5] Machine Learning Advances for Time Series Forecasting
    Masini, Ricardo P.
    Medeiros, Marcelo C.
    Mendes, Eduardo F.
    [J]. JOURNAL OF ECONOMIC SURVEYS, 2023, 37 (01) : 76 - 111
  • [6] Recent Advances in Energy Time Series Forecasting
    Martinez-Alvarez, Francisco
    Troncoso, Alicia
    Riquelme, Jose C.
    [J]. ENERGIES, 2017, 10 (06):
  • [7] Advanced Time Series Forecasting Methods
    Egrioglu, Erol
    Khashei, Mehdi
    Aladag, Cagdas Hakan
    Turksen, I. Burhan
    Yolcu, Ufuk
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [8] Interval Time Series Forecasting: An Innovative Approach Transforming Interval to Single Time Series
    Varelas, George
    Tzimas, Giannis
    [J]. Expert Systems, 2025, 42 (02)
  • [9] Libra: A Benchmark for Time Series Forecasting Methods
    Bauer, Andre
    Zuefle, Marwin
    Eismann, Simon
    Grohmann, Johannes
    Herbst, Nikolas
    Kounev, Samuel
    [J]. PROCEEDINGS OF THE ACM/SPEC INTERNATIONAL CONFERENCE ON PERFORMANCE ENGINEERING (ICPE '21), 2021, : 189 - 200
  • [10] Review of Time Series Traffic Forecasting Methods
    Wang, Linkai
    Chen, Jing
    Wang, Wei
    Song, Ruizhuo
    [J]. 2022 4TH INTERNATIONAL CONFERENCE ON CONTROL AND ROBOTICS, ICCR, 2022, : 419 - 423