Concepedia

Machine Learning For Temperature Forecasting

Machine Learning for Temperature Forecasting is a computational methodology that employs data-driven algorithms to model and predict temperature variations over time and space by learning patterns from historical meteorological data.

465

Publications

21.8K

Citations

1.6K

Authors

701

Institutions

Publications per year

2017–2026

344

Parents

Publications

465

Prediction of Daily Climate Using Long Short-Term Memory (LSTM) Model

Jinxin Xu, Zhuoyue Wang, Xinjin Li et al. · International Journal of Innovative Science and Research Technology (IJISRT) · 2024 · 974 citations · Full text

, , +17

Atmospheric Temperature Prediction using Support Vector Machines

Y. Radhika · International Journal of Computer Theory and Engineering · 2009 · 381 citations · Full text

, , +17

CNN-LSTM architecture for predictive indoor temperature modeling

Furkan Elmaz, Reinout Eyckerman, Wim Casteels et al. · Building and Environment · 2021 · 254 citations

, , +14

Applied machine learning: Forecasting heat load in district heating system

Samuel O. Idowu, Saguna Saguna, Christer Åhlund et al. · Energy and Buildings · 2016 · 238 citations

, , +16

Multi-step ahead forecasting of heat load in district heating systems using machine learning algorithms

Puning Xue, Yi Jiang, Zhigang Zhou et al. · Energy · 2019 · 194 citations

, , +15

1–5 of 465

Authors

1.6K

  1. ÖK
    Özgür Kişi

    Ilia State University, Georgia

    8 publications · 332 citations

    8

    h-index

  2. SK
    Sungwon Kim

    Dongyang University, South Korea

    6 publications · 171 citations

    6

    h-index

  3. SS
    Shahaboddin Shamshirband

    University of Malaya, Malaysia

    6 publications · 500 citations

    6

    h-index

  4. RW
    R. W. McClendon

    University of Georgia, United States

    5 publications · 493 citations

    5

    h-index

  5. ZM
    Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬

    Ton Duc Thang University, Vietnam

    5 publications · 305 citations

    5

    h-index

1–5 of 1.6K

Institutions

701

  1. University of Tabriz

    Tabriz, Iran

    10 h-index

    21 publications

    1.2K citations

  2. Central South University

    Changsha, China

    10 h-index

    29 publications

    1.3K citations

  3. King Fahd University of Petroleum and Minerals

    Dhahran, Saudi Arabia

    7 h-index

    8 publications

    358 citations

  4. Northeastern University

    Shenyang, China

    6 h-index

    14 publications

    569 citations

  5. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    13 publications

    425 citations

  6. Ton Duc Thang University

    Ho Chi Minh City, Vietnam

    6 h-index

    7 publications

    532 citations

  7. Xi'an Jiaotong University

    Xi'an, China

    6 h-index

    19 publications

    630 citations

  8. Dongyang University

    Andong, South Korea

    6 h-index

    7 publications

    207 citations

1–8 of 701

Venues

  1. Energy and Buildings

    12 publications · 929 citations

    13

    h-index

  2. Sensors

    13 publications · 449 citations

    13

    h-index

  3. Scientific Reports

    6 publications · 145 citations

    9

    h-index

  4. Applied Thermal Engineering

    7 publications · 363 citations

    8

    h-index

  5. Computers and Electronics in Agriculture

    8 publications · 523 citations

    8

    h-index

1–5