Concepedia

Adaptive Exponential Smoothing

Adaptive Exponential Smoothing is a time series forecasting method that dynamically adjusts its smoothing parameters in response to changes in the underlying data pattern, distinguishing itself from standard exponential smoothing techniques by incorporating mechanisms for real-time parameter adaptation based on forecast errors or variance estimates.

74

Publications

7.4K

Citations

168

Authors

95

Institutions

Publications per year

2017–2026

11

Parents

Publications

74

Exponential smoothing: The state of the art

Everette S. Gardner · Journal of Forecasting · 1985 · 1.4K citations

, , +13

A state space framework for automatic forecasting using exponential smoothing methods

Rob J. Hyndman, Anne B. Koehler, Ralph D. Snyder et al. · International Journal of Forecasting · 2002 · 1K citations

, , +15

A hybrid method of exponential smoothing and recurrent neural networks for time series forecasting

Slawek Smyl · International Journal of Forecasting · 2019 · 745 citations

, , +15

Electric load forecasting: Literature survey and classification of methods

Hesham K. Alfares, Mohammad Khaja Nazeeruddin · International Journal of Systems Science · 2002 · 734 citations

, , +13

Short-Term Load Forecasting Using General Exponential Smoothing

William R. Christiaanse · IEEE Transactions on Power Apparatus and Systems · 1971 · 504 citations

, , +16

1–5 of 74

Authors

168

  1. JT
    John T. Mentzer

    University of Tennessee at Knoxville, United States

    3 publications · 66 citations

    3

    h-index

  2. HL
    Hong Liang Yu

    Dalian Ocean University, China

    2 publications · 48 citations

    2

    h-index

  3. QK
    Quang Khai Trinh

    Southwest Jiaotong University, China

    2 publications · 39 citations

    2

    h-index

  4. RD
    Ralph D. Snyder

    Monash University, Australia

    2 publications · 1.1K citations

    2

    h-index

  5. SD
    Stephen D. Roberts

    North Carolina State University, United States

    2 publications · 62 citations

    2

    h-index

1–5 of 168

Institutions

95

  1. Tongji University

    Shanghai, China

    3 h-index

    9 publications

    405 citations

  2. Southwest Jiaotong University

    Chengdu, China

    3 h-index

    5 publications

    111 citations

  3. Miami University

    Oxford, United States

    2 h-index

    2 publications

    1.1K citations

  4. Purdue University West Lafayette

    West Lafayette, United States

    2 h-index

    2 publications

    62 citations

  5. Virginia Tech

    Blacksburg, United States

    2 h-index

    2 publications

    45 citations

  6. United States Navy

    Washington, United States

    2 h-index

    2 publications

    1.5K citations

  7. University of Transport and Communications

    Hanoi, Vietnam

    2 h-index

    4 publications

    97 citations

  8. University College London

    London, United Kingdom

    2 h-index

    3 publications

    160 citations

1–8 of 95

Venues

  1. International Journal of Forecasting

    6 publications · 2.1K citations

    6

    h-index

  2. Journal of the Operational Research Society

    OR · 4 publications · 425 citations

    4

    h-index

  3. Journal of Forecasting

    3 publications · 1.6K citations

    3

    h-index

  4. International Journal of Production Research

    3 publications · 53 citations

    3

    h-index

  5. Operations Research

    3 publications · 159 citations

    3

    h-index

1–5