M. Espinoza

Short-Term Load Forecasting, Profile Identification, and Customer Segmentation: A Methodology Based on Periodic Time Series

M. Espinoza, C. Joye, Ronnie Belmans et al. · IEEE Transactions on Power Systems · 2005 · 258 citations

Forecasting Methodology, Engineering, Customer Profiling +21

Optimal placement and sizing of distributed generator units using genetic optimization algorithms

E. Haesens, M. Espinoza, Bert Pluymers et al. · Electrical Power Quality and Utilisation Journal · 2005 · 99 citations

Electrical Engineering, Engineering, Genetic Optimization Algorithms +13

Kernel based partially linear models and nonlinear identification

M. Espinoza, Johan A. K. Suykens, Bart De Moor · IEEE Transactions on Automatic Control · 2005 · 97 citations

Engineering, Machine Learning, Full Black-box Model +18

Bankruptcy prediction with least squares support vector machine classifiers

Tony Van Gestel, Bart Baesens, Johan A. K. Suykens et al. · 2003 · 53 citations

Engineering, Machine Learning, Bankruptcy Prediction +20

Electric Load Forecasting: Using Kernel-Based Modeling for Nonlinear System Identification

M. Espinoza, Johan A. K. Suykens, Ronnie Belmans et al. · IEEE Control Systems · 2007 · 44 citations

Nonlinear System Identification, Engineering, Smart Grid +8