Now showing items 1-2 of 2
Object-Based Image Classification of Summer Crops with Machine Learning Methods
The strategic management of agricultural lands involves crop field monitoring each year. Crop discrimination via remote sensing is a complex task, especially if different crops have a similar spectral response and cropping ...
Nonlinear Boosting Projections for Ensemble Construction
(Dale Schuurmans, 2007)
In this paper we propose a novel approach for ensemble construction based on the use of nonlinear projections to achieve both accuracy and diversity of individual classifiers. The proposed approach combines the philosophy ...