Emilio Parrado-Hernández

The Interplay of Optimization and Machine Learning Research

Kristin P. Bennett, Emilio Parrado-Hernández · Journal of Machine Learning Research · 2006 · 143 citations

Artificial Intelligence, Mathematical Programming, Model Optimization +11

PAC-bayes bounds with data dependent priors

Emilio Parrado-Hernández, Amiran Ambroladze, John Shawe‐Taylor et al. · 2012 · 76 citations

Multiple partial discharge source discrimination with multiclass support vector machines

Guillermo Robles, Emilio Parrado-Hernández, Jorge Alfredo Ardila‐Rey et al. · Expert Systems with Applications · 2016 · 55 citations · Full text

Growing support vector classifiers with controlled complexity

Emilio Parrado-Hernández, Inmaculada Mora-Jiménez, Anı́bal R. Figueiras-Vidal et al. · Pattern Recognition · 2003 · 42 citations · Full text

Support Vector Machine, Classification Method, Engineering +8

Study of distributed learning as a solution to category proliferation in Fuzzy ARTMAP based neural systems

Emilio Parrado-Hernández, Eduardo Gómez‐Sánchez, Yannis Dimitriadis · Neural Networks · 2003 · 35 citations

Artificial Intelligence, Fuzzy Logic, Fuzzy Systems +14