Widening the Time Horizon: Predicting the Long-Term Behavior of Chaotic Systems

Yong Zhuang; Matthew Almeida; Wei Ding; Patrick D. Flynn; Shafiqul Islam; Ping Chen

doi:10.1109/ICDM54844.2022.00094

Widening the Time Horizon: Predicting the Long-Term Behavior of Chaotic Systems

Yong Zhuang
, Matthew Almeida
, Wei Ding
, Patrick D. Flynn
, Shafiqul Islam
, Ping Chen

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022
Editors	Xingquan Zhu, Sanjay Ranka, My T. Thai, Takashi Washio, Xindong Wu
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	833-842
Number of pages	10
ISBN (Electronic)	9781665450997
DOIs	https://doi.org/10.1109/ICDM54844.2022.00094
State	Published - 2022
Event	22nd IEEE International Conference on Data Mining, ICDM 2022 - Orlando, United States Duration: Nov 28 2022 → Dec 1 2022

Publication series

Name	Proceedings - IEEE International Conference on Data Mining, ICDM
Volume	2022-November
ISSN (Print)	1550-4786

Conference

Conference	22nd IEEE International Conference on Data Mining, ICDM 2022
Country/Territory	United States
City	Orlando
Period	11/28/22 → 12/1/22

ASJC Scopus Subject Areas

General Engineering

Keywords

chaotic system
dynamical system
long-term prediction
sequential data

Access to Document

10.1109/ICDM54844.2022.00094

Cite this

Zhuang, Y., Almeida, M., Ding, W., Flynn, P. D., Islam, S., & Chen, P. (2022). Widening the Time Horizon: Predicting the Long-Term Behavior of Chaotic Systems. In X. Zhu, S. Ranka, M. T. Thai, T. Washio, & X. Wu (Eds.), Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022 (pp. 833-842). (Proceedings - IEEE International Conference on Data Mining, ICDM; Vol. 2022-November). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICDM54844.2022.00094

Widening the Time Horizon: Predicting the Long-Term Behavior of Chaotic Systems. / Zhuang, Yong; Almeida, Matthew; Ding, Wei et al.
Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. ed. / Xingquan Zhu; Sanjay Ranka; My T. Thai; Takashi Washio; Xindong Wu. Institute of Electrical and Electronics Engineers Inc., 2022. p. 833-842 (Proceedings - IEEE International Conference on Data Mining, ICDM; Vol. 2022-November).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Zhuang, Y, Almeida, M, Ding, W, Flynn, PD, Islam, S & Chen, P 2022, Widening the Time Horizon: Predicting the Long-Term Behavior of Chaotic Systems. in X Zhu, S Ranka, MT Thai, T Washio & X Wu (eds), Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. Proceedings - IEEE International Conference on Data Mining, ICDM, vol. 2022-November, Institute of Electrical and Electronics Engineers Inc., pp. 833-842, 22nd IEEE International Conference on Data Mining, ICDM 2022, Orlando, United States, 11/28/22. https://doi.org/10.1109/ICDM54844.2022.00094

Zhuang Y, Almeida M, Ding W, Flynn PD, Islam S, Chen P. Widening the Time Horizon: Predicting the Long-Term Behavior of Chaotic Systems. In Zhu X, Ranka S, Thai MT, Washio T, Wu X, editors, Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 833-842. (Proceedings - IEEE International Conference on Data Mining, ICDM). doi: 10.1109/ICDM54844.2022.00094

Zhuang, Yong ; Almeida, Matthew ; Ding, Wei et al. / Widening the Time Horizon : Predicting the Long-Term Behavior of Chaotic Systems. Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. editor / Xingquan Zhu ; Sanjay Ranka ; My T. Thai ; Takashi Washio ; Xindong Wu. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 833-842 (Proceedings - IEEE International Conference on Data Mining, ICDM).

@inproceedings{46ca2462167744b4aa2ffc44d633132d,

title = "Widening the Time Horizon: Predicting the Long-Term Behavior of Chaotic Systems",

keywords = "chaotic system, dynamical system, long-term prediction, sequential data",

author = "Yong Zhuang and Matthew Almeida and Wei Ding and Flynn, \{Patrick D.\} and Shafiqul Islam and Ping Chen",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 22nd IEEE International Conference on Data Mining, ICDM 2022 ; Conference date: 28-11-2022 Through 01-12-2022",

year = "2022",

doi = "10.1109/ICDM54844.2022.00094",

language = "English",

series = "Proceedings - IEEE International Conference on Data Mining, ICDM",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "833--842",

editor = "Xingquan Zhu and Sanjay Ranka and Thai, \{My T.\} and Takashi Washio and Xindong Wu",

booktitle = "Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022",

}

TY - GEN

T1 - Widening the Time Horizon

T2 - 22nd IEEE International Conference on Data Mining, ICDM 2022

AU - Zhuang, Yong

AU - Almeida, Matthew

AU - Ding, Wei

AU - Flynn, Patrick D.

AU - Islam, Shafiqul

AU - Chen, Ping

PY - 2022

Y1 - 2022

KW - chaotic system

KW - dynamical system

KW - long-term prediction

KW - sequential data

UR - https://www.scopus.com/pages/publications/85147735922

UR - https://www.scopus.com/pages/publications/85147735922#tab=citedBy

U2 - 10.1109/ICDM54844.2022.00094

DO - 10.1109/ICDM54844.2022.00094

M3 - Conference contribution

AN - SCOPUS:85147735922

T3 - Proceedings - IEEE International Conference on Data Mining, ICDM

SP - 833

EP - 842

BT - Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022

A2 - Zhu, Xingquan

A2 - Ranka, Sanjay

A2 - Thai, My T.

A2 - Washio, Takashi

A2 - Wu, Xindong

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 28 November 2022 through 1 December 2022

ER -

Widening the Time Horizon: Predicting the Long-Term Behavior of Chaotic Systems

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Fingerprint

Cite this