Marcelo Espinoza

Publication Activity (10 Years)

Years Active: 2003-2009
Publications (10 Years): 0

Publications

Carlos Alzate, Marcelo Espinoza, Bart De Moor, Johan A. K. Suykens
Identifying Customer Profiles in Power Load Time Series Using Spectral Clustering. ICANN (2) (2009)
Marcelo Espinoza, Johan A. K. Suykens, Bart De Moor
Fixed-size Least Squares Support Vector Machines: A Large Scale Application in Electrical Load Forecasting. Comput. Manag. Sci. 3 (2) (2006)
Tom Van Herpe, Bert Pluymers, Marcelo Espinoza, Greet Van den Berghe, Bart De Moor
A minimal model for glycemia control in critically ill patients. EMBC (2006)
Marcelo Espinoza, Johan A. K. Suykens, Bart De Moor
Load Forecasting Using Fixed-Size Least Squares Support Vector Machines. IWANN (2005)
Kristiaan Pelckmans, Marcelo Espinoza, Jos De Brabanter, Johan A. K. Suykens, Bart De Moor
Primal-Dual Monotone Kernel Regression. Neural Process. Lett. 22 (2) (2005)
Marcelo Espinoza, Johan A. K. Suykens, Bart De Moor
Kernel based partially linear models and nonlinear identification. IEEE Trans. Autom. Control. 50 (10) (2005)
Marcelo Espinoza, Johan A. K. Suykens, Bart De Moor
Imposing Symmetry in Least Squares Support Vector Machines Regression. CDC/ECC (2005)
Jeroen Boets, Katrien De Cock, Marcelo Espinoza, Bart De Moor
Clustering time series, subspace identification and cepstral distances. Commun. Inf. Syst. 5 (1) (2005)
Marcelo Espinoza, Johan A. K. Suykens, Bart De Moor
Partially linear models and least squares support vector machines. CDC (2004)
Marcelo Espinoza, Johan A. K. Suykens, Bart De Moor
Least squares support vector machines and primal space estimation. CDC (2003)
Tony Van Gestel, Bart Baesens, Johan A. K. Suykens, Marcelo Espinoza, Dirk-Emma Baestaens, Jan Vanthienen, Bart De Moor
Bankruptcy prediction with least squares support vector machine classifiers. CIFEr (2003)