Concepedia

Explainable Yield Prediction

Explainable Yield Prediction is a yield forecasting methodology that distinguishes itself by providing transparent and interpretable mechanisms to elucidate the causal factors and decision logic underlying predicted yield outcomes.

17

Publications

758

Citations

53

Authors

25

Institutions

Publications per year

2017–2026

11

Parents

Publications

17

Crop yield prediction integrating genotype and weather variables using deep learning

Johnathon M. Shook, Tryambak Gangopadhyay, Linjiang Wu et al. · PLoS ONE · 2021 · 210 citations · Full text

, , +17

Crop yield prediction via explainable AI and interpretable machine learning: Dangers of black box models for evaluating climate change impacts on crop yield

Tongxi Hu, Xuesong Zhang, Gil Bohrer et al. · Agricultural and Forest Meteorology · 2023 · 120 citations

, , +17

Prediction of Biodiesel Yield Employing Machine Learning: Interpretability Analysis via Shapley Additive Explanations

Pragati Agrawal, R. Gnanaprakash, Sumit H. Dhawane · Fuel · 2023 · 58 citations

, , +16

Towards a knowledge discovery framework for yield management in the Hong Kong hotel industry

Tat Y. Choi, Vincent Cho · International Journal of Hospitality Management · 2000 · 53 citations

, , +16

Using Bayesian networks to predict future yield functions with data from commercial oil palm plantations: A proof of concept analysis

Ross Chapman, Simón Cook, C. R. Donough et al. · Computers and Electronics in Agriculture · 2018 · 45 citations

, , +17

1–5 of 17

Authors

53

  1. YS
    Yu. S. Kaftan

    Donbas State Pedagogical University, Ukraine

    2 publications · 32 citations

    2

    h-index

  2. MB
    M. B. Golovko

    2 publications · 32 citations

    2

    h-index

  3. TY
    Tat Y. Choi

    Hong Kong Polytechnic University, Hong Kong SAR China

    1 publications · 53 citations

    1

    h-index

  4. YL
    Ya Li Lim

    University of Nebraska–Lincoln, United States

    1 publications · 45 citations

    1

    h-index

  5. SC
    Simón Cook

    International Center for Tropical Agriculture, Colombia

    1 publications · 45 citations

    1

    h-index

1–5 of 53

Institutions

25

  1. Iowa State University

    Ames, United States

    2 h-index

    7 publications

    1.4K citations

  2. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    1 h-index

    2 publications

    106 citations

  3. Tampere University

    Tampere, Finland

    1 h-index

    1 publications

    19 citations

  4. State Key Laboratory of Chemical Engineering

    Hangzhou, China

    1 h-index

    4 publications

    80 citations

  5. The Ohio State University

    Columbus, United States

    1 h-index

    6 publications

    720 citations

  6. Dalian University

    Dalian, China

    1 h-index

    1 publications

    20 citations

  7. Samsung (South Korea)

    Seoul, South Korea

    1 h-index

    1 publications

    34 citations

  8. University of Ulster

    Coleraine, United Kingdom

    1 h-index

    1 publications

    30 citations

1–8 of 25

Venues

  1. Fuel

    2 publications · 88 citations

    2

    h-index

  2. Coke and Chemistry

    2 publications · 32 citations

    2

    h-index

  3. Resources Policy

    1 publications · 17 citations

    1

    h-index

  4. Applied Sciences

    1 publications · 34 citations

    1

    h-index

  5. Chemical Engineering Science

    1 publications · 20 citations

    1

    h-index

1–5