Concepedia

Automatic Forecasting

Automatic Forecasting is a forecasting methodology that systematically automates the selection, calibration, and validation of predictive models with minimal human intervention, distinguishing itself from traditional approaches by its reliance on algorithmic decision-making to optimize model performance across diverse data streams.

119

Publications

10K

Citations

375

Authors

198

Institutions

Publications per year

2017–2026

60

Variants

Automated Forecasting

Parents

Publications

119

Automatic Time Series Forecasting: The<b>forecast</b>Package for<i>R</i>

Rob J. Hyndman, Yeasmin Khandakar · Journal of Statistical Software · 2008 · 3.4K citations · Full text

, , +15

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

Automatic time series forecasting: the forecast package for R

Rob J. Hyndman, Yeasmin Khandakar · 2017 · 1K citations · Full text

, , +16

The Holt-Winters Forecasting Procedure

Chris Chatfield · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1978 · 421 citations

, , +16

Forecasting the natural gas demand in China using a self-adapting intelligent grey model

Bo Zeng, Chuan Li · Energy · 2016 · 200 citations

, , +13

1–5 of 119

Authors

375

  1. AB
    André Bauer

    University of Würzburg, Germany

    5 publications · 107 citations

    5

    h-index

  2. NH
    Nikolas Herbst

    University of Würzburg, Germany

    5 publications · 107 citations

    5

    h-index

  3. SK
    Samuel Kounev

    University of Würzburg, Germany

    5 publications · 107 citations

    5

    h-index

  4. MZ
    Marwin Züfle

    University of Würzburg, Germany

    4 publications · 78 citations

    4

    h-index

  5. RJ
    Rob J. Hyndman

    Monash University, Australia

    3 publications · 5.5K citations

    3

    h-index

1–5 of 375

Institutions

198

  1. University of Würzburg

    Würzburg, Germany

    5 h-index

    28 publications

    608 citations

  2. University of Essex

    Colchester, United Kingdom

    2 h-index

    6 publications

    453 citations

  3. University of Bath

    Bath, United Kingdom

    2 h-index

    2 publications

    522 citations

  4. Technische Universität Dresden

    Dresden, Germany

    2 h-index

    7 publications

    87 citations

  5. Universidad Complutense de Madrid

    Madrid, Spain

    2 h-index

    9 publications

    157 citations

  6. Augusta University

    Augusta, United States

    2 h-index

    2 publications

    151 citations

  7. George Mason University

    Fairfax, United States

    2 h-index

    3 publications

    54 citations

  8. Shahjalal University of Science and Technology

    Sylhet, Bangladesh

    2 h-index

    4 publications

    216 citations

1–8 of 198

Venues

  1. International Journal of Forecasting

    9 publications · 1.3K citations

    9

    h-index

  2. Expert Systems with Applications

    5 publications · 155 citations

    5

    h-index

  3. Journal of Forecasting

    4 publications · 84 citations

    4

    h-index

  4. SSRN Electronic Journal

    Repository · 3 publications · 77 citations

    3

    h-index

  5. 2

    h-index

1–5