Publications

260 entries « 5 of 6 »

2011

F. Martínez-Álvarez and A. Troncoso and A. Morales-Esteban and J. C. Riquelme

Minería de datos aplicada a la predicción de terremotos (Workshop)

CAEPIA XIV Conferencia de la Asociación Española para la Inteligencia Artificial. I Workshop International on Time Series, 2011.

(BibTeX | Tags: natural disasters)

L. J. Herrera and H. Pomares and I. Rojas and A. Troncoso

Competición de Series Temporales: TAMIDA2010- SICO 2010 (Workshop)

CAEPIA XIV Conferencia de la Asociación Española para la Inteligencia Artificial. I Workshop International on Time Series, 2011.

(BibTeX | Tags: time series)

2010

J. García-Gutiérrez and F. Martínez-Álvarez and J. C. Riquelme

Using remote data mining on LIDAR and imagery fusion data to develop land cover maps (Conference)

IEA-AIE International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems, Lecture Notes in Artificial Intelligence 2010.

(Links | BibTeX | Tags: )

F. Martínez-Álvarez

Advanced time series forecasting using data mining techniques (Book)

LAP Lambert, 2010, ISBN: 978-3-8433-6041-8.

(BibTeX | Tags: time series)

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and G. Asencio-Cortes

Alpha Helix Prediction Based on Evolutionary Computation (Conference)

Pattern Recognition in Bioinformatics, 2010, ISBN: 978-3-642-16001-1.

(Abstract | BibTeX | Tags: bioinformatics)

G. Asencio-Cortes and J. S. Aguilar-Ruiz

Importancia de las Propiedades Fisico-Quimicas de los Aminoacidos en la Prediccion de Estructuras de Proteinas usando Vecinos mas Cercanos (Conference)

XV Congreso Español sobre Tecnologias y Logica Fuzzy, ISBN: 978-84-92944-02-6., 2010.

(Abstract | BibTeX | Tags: bioinformatics)

A. Morales-Esteban and F. Martínez-Álvarez and A. Troncoso and J. L. Justo and C. Rubio-Escudero

Pattern Recognition to Forecast Seismic Time Series (Journal Article)

Expert System with Applications, 37 , pp. 8333-8342, 2010.

(Abstract | Links | BibTeX | Tags: natural disasters)

M. Martínez-Ballesteros and A. Troncoso and F. Martínez-Álvarez and J. C. Riquelme

Mining Quantitative Association Rules Based on Evolutionary Computation and its Application to Atmospheric Pollution (Journal Article)

Integrated Computer-Aided Engineering, 17 , pp. 227-242, 2010.

(Abstract | Links | BibTeX | Tags: association rules)

J. A. Nepomuceno and A. Troncoso and J. S. Aguilar-Ruiz

Correlation-Based Scatter Search for Discovering Biclusters from Gene Expression Data (Conference)

EvoBio 8th European Conference on Evolutionary Computation Machine Learning an Data Mining in Bioinformatics, Lecture Notes in Computer Science 2010.

(Links | BibTeX | Tags: bioinformatics)

J. A. Nepomuceno and A. Troncoso and J. S. Aguilar-Ruiz

Evolutionary Metaheuristic for Biclustering Based on Linear Correlations Among Genes (Conference)

SAC 25th Symposium on Applied Computing, 2010.

(Links | BibTeX | Tags: bioinformatics)

2009

G. Asencio-Cortes and J. S. Aguilar-Ruiz

Prediccion de Estructuras de Proteinas mediante Vecinos mas Cercanos usando Caracteristicas Inherentes a los Aminoacidos (Conference)

II Workshop Español sobre Extraccion y Validacion de Conocimientos en Base de Datos Biomedicas, 2009.

(Abstract | BibTeX | Tags: bioinformatics)

J. García-Gutiérrez and F. Martínez-Álvarez and J. C. Riquelme

Aprendizaje automático sobre datos LIDAR para monitorizar el avance urbano en medio natural (Workshop)

Conference of the Spanish Association for Artificial Intelligence (CAEPIA'09), 2009.

(BibTeX | Tags: time series)

M. García-Torres and Gaia Collaboration

The LAEX and NASA portals for CoRot public data (Journal Article)

Astronomy & Astrophysics, 506 (1), pp. 455-463, 2009.

(Links | BibTeX | Tags: astrostatistics)

J. A. Nepomuceno and A. Troncoso and J. S. Aguilar-Ruiz

An Overlapping Control-Biclustering Algorithm from Gene Expression Data (Conference)

ISDA 9th International Conference on Intelligent Systems Design and Applications, 2009.

(Links | BibTeX | Tags: bioinformatics)

F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme

Improving Time Series Forecasting by Discovering Frequent Episodes in Sequences (Conference)

IDA Intelligent Data Analysis, Lecture Notes in Computer Science 2009.

(Links | BibTeX | Tags: energy, time series)

F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme

Reconocimiento de Patrones aplicado a la Predicción de Series Temporales (Workshop)

CAEPIA XIII Conferencia de la Asociación Española para la Inteligencia Artificial. MINCODA I Workshop International on Mining of Non-Conventional Data, 2009.

(BibTeX | Tags: energy, time series)

M. Martínez-Ballesteros and F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme

Descubriendo Reglas de Asociación Numéricas entre Series Temporales (Workshop)

CAEPIA XIII Conferencia de la Asociación Española para la Inteligencia Artificial. MINCODA I Workshop International on Mining of Non-Conventional Data, 2009.

(BibTeX | Tags: association rules)

J. A. Nepomuceno and A. Troncoso and J. S. Aguilar-Ruiz

Un Algoritmo de Biclustering Basado en Búsqueda Dispersa y Algoritmos Genéticos (Workshop)

CAEPIA XIII Conferencia de la Asociación Española para la Inteligencia Artificial. EvaBio II Workshop Español sobre Extracción y Validación de Conocimiento en Bases de Datos Biomédicas, 2009.

(BibTeX | Tags: bioinformatics)

M. Fernández-Pajares and A. B. Sierra-Salmerón and H. Pomares and A. Troncoso

Sistema Inteligente para la Predicción de Series Temporales (Workshop)

CAEPIA XIII Conferencia de la Asociación Española para la Inteligencia Artificial. MINCODA I Workshop International on Mining of Non-Conventional Data, 2009.

(BibTeX | Tags: time series)

M. Martínez-Ballesteros and F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme

Quantitative Association Rules Applied to Climatological Time Series Forecasting (Conference)

IDEAL Intelligent Data Engineering and Automated Learning, Lecture Notes in Computer Science 2009.

(Links | BibTeX | Tags: association rules)

J. A. Nepomuceno and A. Troncoso and J. S. Aguilar-Ruiz

A Hybrid Metaheuristic for Biclustering Based on Sccater Search and Genetic Algorithms (Conference)

PRIB 4th International Conference on Pattern Recognition in Bioinformatics, Lecture Notes in Bioinformatics 2009.

(Links | BibTeX | Tags: bioinformatics)

2008

C. Rubio-Escudero and F. Martínez-Álvarez and R. Romero-Záliz and I. Zwir

Classification of gene expression using Expectation Maximization (Conference)

IEEE International Conference on Hybrid Intelligent Systems (HIS'08), 2008.

(Links | BibTeX | Tags: bioinformatics)

J. García-Gutiérrez and F. Martínez-Álvarez and D. Laguna-Ruiz and J. C. Riquelme

Remote Mining: from clustering to DTM (Conference)

International Conference on LiDAR Applications in Forest Assessment and Inventory (SilviLaser'08), 2008.

(BibTeX | Tags: time series)

A. Troncoso and J. C. Riquelme and J. S. Aguilar-Ruiz and J. M. Riquelme-Santos

Evolutionary Techniques Applied to the Optimal Short-Term Scheduling of the Electrical Energy Production (Journal Article)

European Journal of Operational Research, 185 , pp. 1114-1127, 2008.

(Abstract | Links | BibTeX | Tags: energy)

A. Troncoso and F. Martínez-Álvarez and J. C. Riquelme and J. S. Aguilar-Ruiz

Advanced Techniques Applied To Forecast Energy Time Series (Workshop)

CLAIO XIV Latin Ibero-American Congress on Operations Research (I EUREKA Workshop on Knowledge Discovery, Knowledge Management and Decision Making), 2008.

(BibTeX | Tags: energy, time series)

F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme and J. S. Aguilar-Ruiz

LBF: A Labeled-Based Forecasting Algorithm and its Application to Electricity Price Time Series (Conference)

ICDM'08 IEEE International Conference on Data Mining, 2008.

(Links | BibTeX | Tags: energy, time series)

2007

J. García-Gutiérrez and N. Díaz-Díaz and D. Rodríguez-Baena and F. Martínez-Álvarez

Software y técnicas de validación de conocimiento en bioinformática (Workshop)

Spanish Workshop on Knowledge Extraction and Validation from Biomedical Databases (EvaBio'07), 2007.

(BibTeX | Tags: bioinformatics)

F. Divina and F. Martínez-Álvarez and J. S. Aguilar-Ruiz

Método basado en algoritmos genéticos para encontrar biclusters significativos (Workshop)

Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'07), 2007.

(BibTeX | Tags: bioinformatics)

B. Pontes and R. Giráldez and F. Divina and F. Martínez-Álvarez

Evaluación de biclusters en un entorno evolutivo (Workshop)

Taller Nacional de Minería de Datos y Aprendizaje (TAMIDA'07), 2007.

(BibTeX | Tags: bioinformatics)

B. Pontes and R. Giráldez and F. Divina and F. Martínez-Álvarez

Evaluación de biclusters mediante intra-fluctuaciones mínimas: un enfoque multi-objetivo (Workshop)

Jornadas de Algoritmos Evolutivos y Metaheurísticos (JAEM'07), 2007.

(BibTeX | Tags: bioinformatics)

J. A. Nepomuceno and A. Troncoso and J. S. Aguilar-Ruiz

Patrones en Biclusters Usando Técnicas de Optimización sin Restricciones (Conference)

MAEB Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados, 2007.

(BibTeX | Tags: bioinformatics)

F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme and J. M. Riquelme-Santos

Discovering Patterns in Electricity Price Using Clustering Techniques (Conference)

ICREPQ International Conference on Renewable Energies and Power Quality, 2007.

(BibTeX | Tags: energy, time series)

F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme and J. S. Aguilar-Ruiz

Detection of Microcalcifications in Mammographies Based on Linear Pixel Prediction and Support-Vector Machines (Conference)

IEEE International Symposium on Computer-Based Medical Systems, 2007.

(Links | BibTeX | Tags: )

A. Troncoso and F. Martínez-Álvarez and J. C. Riquelme and J. M. Riquelme-Santos

Técnicas Basadas en Vecinos Cercanos para la Predicción de los Precios de la Energía en el Mercado Eléctrico (Conference)

CEDI II Congreso Español de Informática. SICO II Simposio de Inteligencia Computacional), 2007.

(BibTeX | Tags: energy, time series)

F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme and J. M. Riquelme-Santos

Aplicación de Técnicas de Clustering a la Serie Temporal de los Precios de la Energía en el Mercado Eléctrico (Conference)

CEDI II Congreso Español de Informática. TAMIDA V Taller Nacional de Minería de Datos y Aprendizaje, 2007.

(BibTeX | Tags: energy, time series)

A. Troncoso and J. M. Riquelme-Santos and A. Gómez-Expósito and J. L. Martínez-Ramos and J. C. Riquelme

Electricity Market Price Forecasting Based on Weighted Nearest Neighbors Techniques (Journal Article)

IEEE Transactions on Power Systems, 22 (3), pp. 1294-1301, 2007.

(Abstract | Links | BibTeX | Tags: energy, time series)

F. Martínez-Álvarez and A. Troncoso and J. C. Riquelme and J. M. Riquelme-Santos

Partitioning-Clustering Techniques Applied to the Electricity Price Time Series (Conference)

IDEAL Intelligent Data Engineering and Automated Learning, Lecture Notes in Computer Science 2007.

(Links | BibTeX | Tags: energy, time series)

J. A. Nepomuceno and A. Troncoso and J. S. Aguilar-Ruiz and J. García-Gutierrez

Biclusters Evaluation Based on Shifting and Scaling Patterns (Conference)

IDEAL Intelligent Data Engineering and Automated Learning, Lecture Notes in Computer Science 2007.

(Links | BibTeX | Tags: bioinformatics)

F. Martínez-Álvarez and D. Rodríguez-Baena and A. Troncoso and J. García-Gutierrez

Técnicas de Aprendizaje no Supervisado Aplicadas a Series Temporales de Datos de Expresión Genética (Workshop)

CAEPIA XII Conferencia de la Asociación Española para la Inteligencia Artificial. EvaBio I Workshop Español sobre Extracción y Validación de Conocimiento en Bases de Datos Biomédicas), 2007.

(BibTeX | Tags: bioinformatics, time series)

J. A. Nepomuceno and A. Troncoso and J. S. Aguilar-Ruiz

Evaluación de Biclusters Basada en Patrones de Desplazamiento y Escalado (Workshop)

CAEPIA XII Conferencia de la Asociación Española para la Inteligencia Artificial. EvaBio I Workshop Español sobre Extracción y Validación de Conocimiento en Bases de Datos Biomédicas, 2007.

(BibTeX | Tags: bioinformatics)

2006

F.~C. García-López and M. García-Torres and B. Melián-Batista and J.~A. Moreno Pérez and J.~M. Moreno-Vega

Solving the Feature Selection Problem by a Parallel Scatter Search (Journal Article)

European Journal of Operations Research, 169 (2), pp. 477-489, 2006.

(Links | BibTeX | Tags: feature selection)

A. Troncoso

Advances in Optimization and Prediction Techniques: Real-World Applications (Journal Article)

Artificial Intelligence Communications, 19 (3), pp. 295-297, 2006.

(Abstract | Links | BibTeX | Tags: energy, time series)

2005

A. Troncoso and J. C. Riquelme

Predicción basada en Vecindad (Workshop)

CEDI I Congreso Español de Informática. SICO I Simposio de Inteligencia Computacional), 2005.

(BibTeX | Tags: energy, time series)

2004

A. Troncoso and J. M. Riquelme-Santos and J. C. Riquelme and A. Gómez-Expósito and J. L. Martínez-Ramos

Time-Series Prediction: Application to the Short-Term Electric Energy Demand (Book Chapter)

Lecture Notes in Artificial Intelligence, 3040 , pp. 577-586, Springer-Verlag, 2004.

(Links | BibTeX | Tags: energy, time series)

A. Troncoso and J. C. Riquelme and J. L. Martínez-Ramos and J. M. Riquelme-Santos and A. Gómez-Expósito

Application of Evolutionary Computation Techniques to the Optimal Short-Term Scheduling of the Electrical Energy Production (Book Chapter)

Lecture Notes in Artificial Intelligence, 3040 , pp. 656-665, Springer-Verlag, 2004.

(Links | BibTeX | Tags: energy)

2003

G. Asencio-Cortes and J. C. Riquelme and J. S. Aguilar-Ruiz and F. Ferrer-Troyano

Extendiendo la Semantica de los datos en Aprendizaje Supervisado (Conference)

X Conferencia de la Asociacion Española para la Inteligencia Artificial (CAEPIA 2003), 2003.

(Abstract | BibTeX | Tags: )

A. Troncoso and J. M. Riquelme-Santos and J. C. Riquelme and A. Gómez-Expósito and J. L. Martínez-Ramos

Influence of kNN-Based Load Forecasting Errors on Optimal Energy Production (Conference)

EPIA Portuguese Conference on Artificial Intelligence, Lecture Notes in Artificial Intelligence 2003.

(Links | BibTeX | Tags: energy, time series)

A. Troncoso and J. C. Riquelme and J. M. Riquelme-Santos and J. L. Martínez-Ramos

Aplicación de Técnicas de Computación Evolutiva a la Planificación Óptima de la Producción de Energía Eléctrica en el Corto Plazo (Conference)

CAEPIA Conferencia de la Asociación Española para la Inteligencia Artificial, 2003.

(BibTeX | Tags: energy)

A. Troncoso and J. M. Riquelme-Santos and J. C. Riquelme and J. L. Martínez-Ramos

Predicción de Series Temporales: Aplicación a la Demanda de Energía Eléctrica en el Corto Plazo (Conference)

CAEPIA Conferencia de la Asociación Española para la Inteligencia Artificial, 2003.

(BibTeX | Tags: energy, time series)

J. M. Riquelme-Santos and A. Troncoso and A. Gómez-Expósito and J. L. Martínez-Ramos

Finding Improved Local Minima of Power System Optimization Problems by Interior-Point Methods (Journal Article)

IEEE Transactions on Power Systems, 18 (3), pp. 238-244, 2003.

(Abstract | Links | BibTeX | Tags: energy)

260 entries « 5 of 6 »