Publications

International Journals

Riquelme JC, Aguilar-Ruiz JS y Del Valle C
Supervised Learning by means of Accuracy-aware Evolutionary Algorithms
Information Sciences, in press, 2003, Elsevier Science ISSN 0020-0255
Riquelme JC, Aguilar-Ruiz JS y Toro M
Finding representative patterns with ordered projections
Pattern Recognition Vol: 36(4) pp. 93 - 102, 2003. Elsevier Science ISSN 0031-3203
Aguilar-Ruiz J, Riquelme JC y Toro M
Evolutionary Learning of Hierarchical Decision Rules
IEEE Systems, Man and Cibernetics Part B, Vol. 33(2), pp. 324 - 331 2003. ISSN 1083-4419
Ruiz, R., Riquelme JC, Aguilar-Ruiz JS
Projection-based measure for efficient feature selection
Journal of Intelligent and Fuzzy Systems, Vol 12(3-4), pp. 175-183, 2002, IOS Press ISSN 1064-1246

Álvarez JL, Mata J, Riquelme JC
CG03: An oblique classification system using an evolutionary algorithm and C4.5
International Journal of Computer, Systems and Signals, Vol. 2, nº 1, pp. 1 - 15, 2001. IAAMSAD ISSN 1608-5655
Aguilar J, Ramos I, Riquelme JC y Toro M.
An evolutionary approach to estimating software development projects
Information and Software Technology, Vol.43, nº 14, pp. 875 - 882, 2001 Elsevier Science ISSN 0950-5849
Aguilar J, Riquelme J y Toro M.
Data set editing by ordered projection
Intelligent Data Analysis, Vol. 5 nº 5, pp. 405 - 417, 2001. IOS Press ISSN 1088-467X
Ridao MA, Riquelme J, Camacho EF y Toro M.
An evolutionary and local search algorithm for motion planning of two manipulators
Journal of Robotic System, Vol. 18 nº 8, pp. 463 - 476, 2001 John Wiley & Sons ISSN: 0741-2223
Riquelme J, Aguilar J y Toro M.
Discovering hierarchical decision rules with evolutive algorithms in supervised learning
International Journal of Computer, Systems and Signals , Vol. 1 nº 1, pp. 73 - 84, 2000. IAAMSAD ISSN 1608-5655
Gordillo F, Toro M., Valero S. Aracil J y Riquelme J.
Optimal Control and sensitivity analysis of an energy demand model
Systems Analysis Modelling Simulation , Vol 23, pp. 177 - 196 , 1996. Gordon & Breach Pub. ISSN 0232-9298

Book Chapters (from International Conferences Proceedings)

Álvarez JL, J Mata, JC Riquelme, I Ramos
A Data Mining method to support decision making in software development projects
Fifth International Conference on Enterprise Information Systems ICEIS'2003 Angers (France) April 2003

Giráldez R, Aguilar-Ruiz JS, JC Riquelme
Natural Coding: A more efficient representation for evolutionary learning
Lecture Notes in Artificial Intelligence. Volumen: pp. in press
Editorial: Springer-Verlag. ISSN 0302-9743 Heidelberg (Alemania)
Genetic and Evolutionary Computation Conference (GECCO 2003). Chicago (USA) July 2003

Ruiz R, JS Aguilar-Ruiz, JC Riquelme
Fast feature selection by means of projection
Lecture Notes in Artificial Intelligence. Volumen: pp. in press
Editorial: Springer-Verlag. ISSN 0302-9743 Heidelberg (Alemania)
16th Int. Conf. on Industrial & Engineering Applications of Art. Intell. & Expert Systems (IEA/AIE 2003) Loughborough (UK) June 2003

Ferrer-Troyano F, Aguilar-Ruiz JS, Riquelme JC
Prototype-based mining of numeric data streams
Proceedings of 18th ACM Symposium on Applied Computing (SAC 2003). pp. 480-484 Melbourne (Florida, USA), March 2003
ACM Inc. ISBN 1-58113-624-2

Giráldez R, Aguilar-Ruiz JS,, Riquelme JC
An efficient data structure for decision rules discovery
Proceedings of 18th ACM Symposium on Applied Computing (SAC 2003), pp: 475-479 Melbourne (Florida, USA) March 2003
ACM Inc. ISBN 1-58113-624-2

Aguilar-Ruiz JS, JC Riquelme, D Rodríguez-Baena, I Ramos
Generation of management rules through system dynamics and evolutionary computation.
Lecture Notes in Computer Science. Vol. 2559, pp. 615-628. Springer-Verlag. ISBN ISBN 3-540-00234-0 .
4th International Conference on Product Focused Software Process Improvement (PROFES 2002), Rovaniemi (Finland), December 2002
Ruiz R, JS Aguilar-Ruiz, JC Riquelme
SOAP: Efficient feature selection of numeric attributes
Advances in Articial Intelligence. Lecture Notes in Artificial Intelligence. Vol: 2527, pp. 233-242, 2002 Springer-Verlag. ISBN 3-540-00131-X. VIII Iberoamerican Conference on Artificial Intelligence (IBERAMIA 2002), Sevilla, November 2002

Troncoso A, JC Riquelme, JM Riquelme, JL Martínez JL, A Gómez
Electricity market price forecasting neural networks versus weighted-distance k nearest neighbours
Database and Expert Systems Applications. Lecture Notes in Computer Science. Vol: 2453, pp. 321-330, Springer-Verlag. ISBN 3-540-44126-3. 13th International Conference on Database and Expert Systems Applications (DEXA 2002), Aix in Provence (Francia), September 2002

Troncoso A, JM Riquelme, JC Riquelme, A Gómez, JL Martínez
A comparison of two techniques for next-day electricity price forecasting
Intelligent Data Engineering and Automated Learning. Lecture Notes in Computer Science. Vol: 2412, pp. 384 - 390. Springer-Verlag. ISBN 3-540-44025-9. III International Conf. on Intelligent Data Engineering and Automated Learning (IDEAL 2002). Manchester (UK), August 2002

JS Aguilar-Ruiz, JC Riquelme, C. del Valle
Improving the Evolutionary Coding for Machine Learning Tasks
16th European Conference on Artificial Intelligence (ECAI 2002), Paris August 2002
pp. 173 - 177, IOS Press, ISBN 1-58603-257-7

Mata J, Alvarez JL y Riquelme JC
Discovering Numeric Association Rules via Evolutionary Algorithm
Advances in Knowledge Discovery and Data Mining. Lecture Notes in Artificial Intelligence. Vol. 2336, pp. 40 - 51, 2002. Springer-Verlag. ISBN 3-540-43030-X. Sixth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-02), Taipei (Taiwan) may 2002

Alvarez JL, Mata J, Riquelme JC
Mining Interesting Regions using an Evolutionary Algorithm
17th ACM Symposium on Applied Computing (SAC 2002), Madrid, March 2002
Proceedings, pp. 498-502, ACM Inc, ISBN 1-58113-445-2
Mata J, Alvarez JL, Riquelme JC
An evolutionary algorithm to discover numeric associated rules
17th ACM Symposium on Applied Computing (SAC 2002), Madrid, March 2002
Proceedings, pp. 590-594, ACM Inc, ISBN 1-58113-445-2
FJ Ferrer, JS Aguilar, JC Riquelme
Non-Parametric Nearest Neighbour with Local Adaptation
Progress in Artificial Intelligence. Lecture Notes in Artificial Intelligence, Vol. 2258, pp. 22 - 29, 2001. Springer-Verlag. ISBN 3-540-43030-X. 10th Portuguese Conference on Artificial Intelligence (EPIA '01), Oporto, December 2001
Ramos I, J. Aroba, J.C. Riquelme
Improvements in the Decision Making in Software Projects
Third International Conference on Enterprise Information Systems ICEIS'2001, Setúbal (Portugal), July 2001
Proceedings, Vol. 1, P. Miranda et al (Eds), pp. 431-436, ISBN 972-98050-2-4
Alvarez JL, Mata J y Riquelme J
OBLIC: Classification System using Evolutionary Algorithm
Bio-Inspired Applications of Connectionism. Lecture Notes in Computer Science, Vol. 2085, pp. 644 - 651, 2001. Springer-Verlag. ISBN 3-540-42237-4. 6th Int. Work-Conference on Artificial and Natural Neural Networks ( IWANN2001), Granada, June 2001
Riquelme J.C., Giráldez R, Aguilar J y Ruiz R
Separation surfaces through genetic programming
Engineering of Intelligent Systems. Lecture Notes in Artificial Intelligence, Vol. 2070, pp. 428- 433, 2001. Springer-Verlag ISBN 3-540-42219-6. 14th Int. Conf. on Industrial & Eng. App. of Artif. Intell. & Expert Systems (IEA/AIE 2001), Budapest, June 2001
Aguilar J, Ruiz R, Riquelme J.C. y Giráldez R.
SNN: a supervised clustering algorithm
Engineering of Intelligent Systems. Lecture Notes in Artificial Intelligence, Vol. 2070, pp. 207 - 216 , 2001. Springer-Verlag ISBN 3-540-42219-6. 14th Int. Conf. on Industrial & Eng. App. of Artif. Intell. & Expert Systems (IEA/AIE 2001), Budapest, June 2001
Aguilar J, Riquelme J y Toro M
Data set editing by ordered projection
Proceedings of the 14th European Conference on Artificial Intelligence (ECAI 2000), pp. 251-255, W Horn (ed) ISBN 4-274-90388-5 1-58603-013-2. IOS Press, Berlin, August 2000
Aguilar J, Riquelme J y Toro M.
Decision queue classifier for supervised learning using rotated hyperboxes
Progress in Artificial Intelligence. Lecture Notes in Artificial Intelligence, Vol. 1484, pp. 326 - 336, 1998. Springer-Verlag ISBN 3-540-64992-1. 6th Iberoamerican Conference on Artificial Intelligence (IBERAMIA '98), Lisboa, October 1998
Aguilar J, Riquelme J y Toro M.
A tool to obtain a hierarchical qualitative rules from quantitative data
Methodology and Tools in Knowledge-Based Systems. Lecture Notes in Artificial Intelligence, Vol. 1415, pp. 336 - 346, 1998. Springer-Verlag ISBN 3-540-64574-8. 11 th Int. Conf. on Industrial & Engin. App. of Artificial Intell. & Expert Systems (IEA-98-AIE), Castellón, June 1998
Ridao MA, Riquelme J, Camacho EF y Toro M
An evolutionary + local search algorithm for planning two manipulators motion
Task and Methods in Applied Artificial Intelligence. Lecture Notes in Artificial Intelligence, Vol. 1416, pp. 105 - 114 ,1998. Springer-Verlag ISBN 3-540-64582-9. 11 th Int. Conf. on Industrial & Engin. App. of Artificial Intell. & Expert Systems (IEA-98-AIE), Castellón, June 1998
Riquelme J, Ridao MA, Camacho EF y Toro M.
Using genetic algotithm with variable-length individuals for planning two manipulators robot
Artificial Neural Networks and Genetic Algorithms, pp. 26 - 30, 1998. Springer Comp. Sci. ISBN 3-211-83087-1