Publications

@conference{ref2b,

title = {Extendiendo la Semantica de los datos en Aprendizaje Supervisado},

author = {G. Asencio-Cortes and J. C. Riquelme and J. S. Aguilar-Ruiz and F. Ferrer-Troyano},

year  = {2003},

date = {2003-01-01},

booktitle = {X Conferencia de la Asociacion Española para la Inteligencia Artificial (CAEPIA 2003)},

abstract = {En este trabajo, centrado en el area del aprendizaje supervisado, 

pretendemos extender la informacion que proporcionan los datos etiquetados. 

Basandonos en la tecnica de los vecinos mas cercanos, se amplia la informacion 

contenida en las etiquetas discretas de las instancias, fortaleciendo su semantica 

y perfeccionando una clasificacion posterior. Para ello, por cada instancia del 

conjunto de entrenamiento se obtiene informacion acerca de las distancias a las 

instancias mas cercanas de clase contraria. Mediante un modelo geometrico se 

transforma cada etiqueta y es extendida y representada por un punto en ℜn-1 

(donde n es el numero de valores distintos de la clase discreta). Utilizando el 

conjunto de datos de UCI, hemos realizado dos experimentos para validar 

nuestra propuesta y verificar que no existe perdida de informacion y que es 

posible nuevas prestaciones al reemplazar una clase discreta por una continua.},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{EPIA2003,

title = {Influence of kNN-Based Load Forecasting Errors on Optimal Energy Production},

author = {A. Troncoso and J. M. Riquelme-Santos and J. C. Riquelme and A. Gómez-Expósito and J. L. Martínez-Ramos},

url = {https://link.springer.com/chapter/10.1007/978-3-540-24580-3_26},

year  = {2003},

date = {2003-01-01},

booktitle = {EPIA Portuguese Conference on Artificial Intelligence},

pages = {187-203},

series = {Lecture Notes in Artificial Intelligence},

keywords = {energy, time series},

pubstate = {published},

tppubtype = {conference}

}

@conference{TTIA2003,

title = {Aplicación de Técnicas de Computación Evolutiva a la Planificación Óptima de la Producción de Energía Eléctrica en el Corto Plazo},

author = {A. Troncoso and J. C. Riquelme and J. M. Riquelme-Santos and J. L. Martínez-Ramos},

year  = {2003},

date = {2003-01-01},

booktitle = {CAEPIA Conferencia de la Asociación Española para la Inteligencia Artificial},

keywords = {energy},

pubstate = {published},

tppubtype = {conference}

}

@conference{CAEPIA2003,

title = {Predicción de Series Temporales: Aplicación a la Demanda de Energía Eléctrica en el Corto Plazo},

author = {A. Troncoso and J. M. Riquelme-Santos and J. C. Riquelme and J. L. Martínez-Ramos},

year  = {2003},

date = {2003-01-01},

booktitle = {CAEPIA Conferencia de la Asociación Española para la Inteligencia Artificial},

keywords = {energy, time series},

pubstate = {published},

tppubtype = {conference}

}

@conference{PSCC2002,

title = {Influence of ANN-Based Market Price Forecasting Uncertainty on Optimal Bidding},

author = {J. L. Martínez-Ramos and A. Gómez-Expósito and J. M. Riquelme-Santos and A. Troncoso and A. R. Marulanda-Guerra},

year  = {2002},

date = {2002-01-01},

booktitle = {PSCC Power System Computation Conference},

keywords = {energy, time series},

pubstate = {published},

tppubtype = {conference}

}

@conference{IECON2002,

title = {Reference Current Errors of Instantaneous pq-Based Methods for Active Filters},

author = {J. M. Maza-Ortega and A. Troncoso and M. Burgos-Payán and C. Izquierdo-Mitchell},

url = {https://ieeexplore.ieee.org/document/1187596},

year  = {2002},

date = {2002-01-01},

booktitle = {IECON International Conference on Industrial Electronics, Control and Instrumentation},

keywords = {energy},

pubstate = {published},

tppubtype = {conference}

}

@conference{IDEAL2002,

title = {A Comparison of Two Techniques for Next-Day Electricity Price Forecasting},

author = {A. Troncoso and J. M. Riquelme-Santos and J. C. Riquelme and A. Gómez-Expósito and J. L. Martínez-Ramos},

url = {https://link.springer.com/chapter/10.1007/3-540-45675-9_57},

year  = {2002},

date = {2002-01-01},

booktitle = {IDEAL Intelligent Data Engineering and Automated Learning},

pages = {384-390},

series = {Lecture Notes in Computer Science},

keywords = {energy, time series},

pubstate = {published},

tppubtype = {conference}

}

@conference{DEXA2002,

title = {Electricity Market Price Forecasting: Neural Networks Versus Weighted-Distance k Nearest Neighbours},

author = {A. Troncoso and J. C. Riquelme and J. M. Riquelme-Santos and J. L. Martínez-Ramos and A. Gómez-Expósito},

url = {https://link.springer.com/chapter/10.1007/3-540-46146-9_32},

year  = {2002},

date = {2002-01-01},

booktitle = {DEXA Database and Expert Systems Applications},

pages = {321-330},

series = {Lecture Notes in Computer Science},

keywords = {energy, time series},

pubstate = {published},

tppubtype = {conference}

}

@conference{POWERTECH2001,

title = {Short-Term Hydro-Thermal Coordination Based on Interior-Point Nonlinear Programming and Genetic Algorithms},

author = {J. L. Martínez-Ramos and A. Troncoso and J. M. Riquelme-Santos and A. Gómez-Expósito},

url = {https://ieeexplore.ieee.org/document/964887},

year  = {2001},

date = {2001-01-01},

booktitle = {IEEE Power Tech Conference},

keywords = {energy},

pubstate = {published},

tppubtype = {conference}

}

@conference{HL2001b,

title = {Gestión Eficiente de los Servicios Complementarios de Reserva Secundaria Basado en el Seguimiento de los Programas Horarios de las Centrales},

author = {M. T. Fernández and J. L. Martínez-Ramos and A. Troncoso},

year  = {2001},

date = {2001-01-01},

booktitle = {Jornadas Hispano Lusas de Ingeniería Eléctrica},

keywords = {energy},

pubstate = {published},

tppubtype = {conference}

}

@conference{HL2001a,

title = {Despacho Económico de Centrales Térmicas e Hidráulicas en el Corto Plazo mediante Técnicas de Punto Interior},

author = {J. L. Martínez-Ramos and A. Gómez-Expósito and A. Troncoso and J. M. Riquelme-Santos},

year  = {2001},

date = {2001-01-01},

booktitle = {Jornadas Hispano Lusas de Ingeniería Eléctrica},

keywords = {energy},

pubstate = {published},

tppubtype = {conference}

}