Optimizing Ensemble Weights and Hyperparameters of Machine Learning Models for Regression Problems. - Mohsen Shahhosseini; Guiping Hu; Hieu Pham (CoRR, 2019)

Maize Yield and Nitrate Loss Prediction with Machine Learning Algorithms. - Mohsen Shahhosseini; Rafael A. Martinez-Feria; Guiping Hu; Sotirios V. Archontoulis (CoRR, 2019)

Forecasting Corn Yield with Machine Learning Ensembles. - Mohsen Shahhosseini; Guiping Hu; Sotirios V. Archontoulis (CoRR, 2020)

Coupling Machine Learning and Crop Modeling Improves Crop Yield Prediction in the US Corn Belt. - Mohsen Shahhosseini; Guiping Hu; Sotirios V. Archontoulis; Isaiah Huber (CoRR, 2020)

Improved Weighted Random Forest for Classification Problems. - Mohsen Shahhosseini; Guiping Hu (CoRR, 2020)

Corn Yield Prediction with Ensemble CNN-DNN. - Mohsen Shahhosseini; Guiping Hu; Saeed Khaki; Sotirios V. Archontoulis (CoRR, 2021)

Validation of scenario generation for decision-making using machine learning prediction models. - Görkem Emirhüseyinoglu; Mohsen Shahhosseini; Guiping Hu; Sarah M. Ryan (Optim. Lett., 2024)