Marcelo Espinoza

According to our database, Marcelo Espinoza authored at least 11 papers between 2003 and 2009.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2009

Identifying Customer Profiles in Power Load Time Series Using Spectral Clustering.

Carlos Alzate, Marcelo Espinoza, Bart De Moor, Johan A. K. Suykens

Proceedings of the Artificial Neural Networks, 2009

2006

Fixed-size Least Squares Support Vector Machines: A Large Scale Application in Electrical Load Forecasting.

Marcelo Espinoza, Johan A. K. Suykens, Bart De Moor

Comput. Manag. Sci., 2006

A minimal model for glycemia control in critically ill patients.

Tom Van Herpe, Bert Pluymers, Marcelo Espinoza, Greet Van den Berghe, Bart De Moor

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

Kernel based partially linear models and nonlinear identification.

Marcelo Espinoza, Johan A. K. Suykens, Bart De Moor

IEEE Trans. Autom. Control., 2005

Primal-Dual Monotone Kernel Regression.

Kristiaan Pelckmans, Marcelo Espinoza, Jos De Brabanter, Johan A. K. Suykens, Bart De Moor

Neural Process. Lett., 2005

Clustering time series, subspace identification and cepstral distances.

Jeroen Boets, Katrien De Cock, Marcelo Espinoza, Bart De Moor

Commun. Inf. Syst., 2005

Load Forecasting Using Fixed-Size Least Squares Support Vector Machines.

Marcelo Espinoza, Johan A. K. Suykens, Bart De Moor

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Imposing Symmetry in Least Squares Support Vector Machines Regression.

Marcelo Espinoza, Johan A. K. Suykens, Bart De Moor

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004

Partially linear models and least squares support vector machines.

Marcelo Espinoza, Johan A. K. Suykens, Bart De Moor

Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003

Bankruptcy prediction with least squares support vector machine classifiers.

Tony Van Gestel, Bart Baesens, Johan A. K. Suykens, Marcelo Espinoza, Dirk-Emma Baestaens, Jan Vanthienen, Bart De Moor

Proceedings of the 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, 2003

Least squares support vector machines and primal space estimation.

Marcelo Espinoza, Johan A. K. Suykens, Bart De Moor

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003