Search Results for author: John W. Sheppard

Found 2 papers, 1 papers with code

Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation

1 code implementation13 Dec 2022 Giorgio Morales, John W. Sheppard

In this paper, we present a method to learn prediction intervals for regression-based neural networks automatically in addition to the conventional target predictions.

Prediction Intervals regression +1

Two-dimensional Deep Regression for Early Yield Prediction of Winter Wheat

no code implementations15 Nov 2021 Giorgio Morales, John W. Sheppard

Crop yield prediction is one of the tasks of Precision Agriculture that can be automated based on multi-source periodic observations of the fields.

Crop Yield Prediction regression +1

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