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08/26/2022
From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection
Accurately and quickly binuclear cell (BC) detection plays a significant...
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08/02/2021
An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions
For a global breeding organization, identifying the next generation of s...
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07/22/2021
A reinforcement learning approach to resource allocation in genomic selection
Genomic selection (GS) is a technique that plant breeders use to select ...
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05/29/2021
Corn Yield Prediction with Ensemble CNN-DNN
We investigate the predictive performance of two novel CNN-DNN machine l...
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09/01/2020
Improved Weighted Random Forest for Classification Problems
Several studies have shown that combining machine learning models in an ...
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07/28/2020
Coupling Machine Learning and Crop Modeling Improves Crop Yield Prediction in the US Corn Belt
This study investigates whether coupling crop modeling and machine learn...
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01/30/2020
A Hybrid Two-layer Feature Selection Method Using GeneticAlgorithm and Elastic Net
Feature selection, as a critical pre-processing step for machine learnin...
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01/18/2020
Forecasting Corn Yield with Machine Learning Ensembles
The emerge of new technologies to synthesize and analyze big data with h...
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08/14/2019
Maize Yield and Nitrate Loss Prediction with Machine Learning Algorithms
Pre-season prediction of crop production outcomes such as grain yields a...
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08/14/2019