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Chandan Kumar

Mississippi State University

Mississippi State, MS 39762

United States

  • Mississippi State University

SCHOLARLY PAPERS

2

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149

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0

Scholarly Papers (2)

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1.

Explainable Machine Learning Models for Corn Yield Prediction Using Uav Multispectral Data

Downloads 103 (684,672)

Explainable Machine Learning Models for Corn Yield Prediction Using Uav Multispectral Data

Number of pages: 41 Posted: 01 Mar 2024
Chandan Kumar, Jagman Dhillon, Yanbo Huang and Krishna N. Reddy
Mississippi State University, Mississippi State University, U.S. Department of Agriculture (USDA) and U.S. Department of Agriculture (USDA)
Downloads 56 (1,027,773)

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Corn yield prediction, Ensemble model, Explainable machine learning, Multispectral, UAV

Explainable Machine Learning Models for Corn Yield Prediction Using Uav Multispectral Data

Number of pages: 41 Posted: 24 Dec 2023
Chandan Kumar, Jagman Dhillon, Yanbo Huang and Krishna N. Reddy
Mississippi State University, Mississippi State University, U.S. Department of Agriculture (USDA) and U.S. Department of Agriculture (USDA)
Downloads 47 (1,131,842)

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Corn, ensemble model, explainable machine learning, multispectral, yield prediction, UAV, precision agriculture

2.

Random Cross-Validation Produces Biased Assessment of Machine Learning Performance in Regional Landslide Susceptibility Prediction

Number of pages: 30 Posted: 03 May 2024
Chandan Kumar, Gabriel Walton, Paul Michael Santi and Carlos Luza
Mississippi State University, Colorado School of Mines, Colorado School of Mines and affiliation not provided to SSRN
Downloads 46 (1,121,190)

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Landslide susceptibility mapping, Machine learning, random cross-validation, spatial autocorrelation, spatial cross-validation.