Mohsen Shahhosseini

Coupling machine learning and crop modeling improves crop yield prediction in the US Corn Belt

Mohsen Shahhosseini, Guiping Hu, Sotirios V. Archontoulis, 2020, Scientific Reports.

Forecasting Corn Yield With Machine Learning Ensembles

Guiping Hu, S. Archontoulis, Mohsen Shahhosseini, 2020, Frontiers in Plant Science.

Optimizing Ensemble Weights and Hyperparameters of Machine Learning Models for Regression Problems pdf

Hieu Pham, Mohsen Shahhosseini, Guiping Hu, 2019, Machine Learning with Applications.

Improved Weighted Random Forest for Classification Problems pdf

Mohsen Shahhosseini, Guiping Hu, Guiping Hu, 2020, ArXiv.

Maize yield and nitrate loss prediction with machine learning algorithms pdf

Mohsen Shahhosseini, Rafael A. Martinez-Feria, Guiping Hu, 2019, Environmental Research Letters.

Corn Yield Prediction With Ensemble CNN-DNN

Saeed Khaki, Mohsen Shahhosseini, Sotirios V. Archontoulis, 2021, Frontiers in Plant Science.

Optimizing Ensemble Weights for Machine Learning Models: A Case Study for Housing Price Prediction

Hieu Pham, Mohsen Shahhosseini, Guiping Hu, 2019 .

County-scale crop yield prediction by integrating crop simulation with machine learning models

S. Archontoulis, I. Huber, Guiping Hu, 2022, Frontiers in Plant Science.