Pedro Antonio Gutiérrez
University of Chile(CL)
Publications by Year
Research Areas
Neural Networks and Applications, Face and Expression Recognition, Imbalanced Data Classification Techniques, Metaheuristic Optimization Algorithms Research, Time Series Analysis and Forecasting
Most-Cited Works
- → Ordinal Regression Methods: Survey and Experimental Study(2015)442 cited
- → Object-Based Image Classification of Summer Crops with Machine Learning Methods(2014)210 cited
- → A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method(2015)209 cited
- → Selecting patterns and features for between- and within- crop-row weed mapping using UAV-imagery(2015)184 cited
- → Sensitivity Versus Accuracy in Multiclass Problems Using Memetic Pareto Evolutionary Neural Networks(2010)159 cited
- → A dynamic over-sampling procedure based on sensitivity for multi-class problems(2011)150 cited
- → A Review of Classification Problems and Algorithms in Renewable Energy Applications(2016)131 cited
- → Machine learning regression and classification methods for fog events prediction(2022)93 cited
- → Metrics to guide a multi-objective evolutionary algorithm for ordinal classification(2014)88 cited
- → Multi-task learning for the prediction of wind power ramp events with deep neural networks(2020)88 cited