Pedro Antonio Gutiérrez

Ordinal Regression Methods: Survey and Experimental Study

Pedro Antonio Gutiérrez, María Pérez‐Ortiz, Javier Sánchez‐Monedero et al. · IEEE Transactions on Knowledge and Data Engineering · 2015 · 436 citations · Full text

Ordinal Regression Problems, Engineering, Machine Learning +22

Object-Based Image Classification of Summer Crops with Machine Learning Methods

José M. Peña, Pedro Antonio Gutiérrez, César Hervás‐Martínez et al. · Remote Sensing · 2014 · 210 citations · Full text

Precision Agriculture, Crop Discrimination, Feature Detection +22

A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method

María Pérez‐Ortiz, José M. Peña, Pedro Antonio Gutiérrez et al. · Applied Soft Computing · 2015 · 207 citations

Precision Agriculture, Image Analysis, Semi-supervised System +12

Selecting patterns and features for between- and within- crop-row weed mapping using UAV-imagery

María Pérez‐Ortiz, José M. Peña, Pedro Antonio Gutiérrez et al. · Expert Systems with Applications · 2015 · 183 citations

Precision Agriculture, Image Analysis, Engineering +12

Sensitivity Versus Accuracy in Multiclass Problems Using Memetic Pareto Evolutionary Neural Networks

Juan Carlos Fernández Fernández, Francisco José Martínez Martínez, César Hervás‐Martínez et al. · IEEE Transactions on Neural Networks · 2010 · 158 citations

Artificial Intelligence, Engineering, Machine Learning +18