Papers in English.

Books.

Genetic Fuzzy Systems: Evolutionary tuning and learning of fuzzy knowledge bases, Cordón O., Herrera F., Hoffmann F., Magdalena L.; World Scientific, 2001. (ISBN 981-02-4016-3, hard-cover, 981-02-4017-1, soft-cover)

Edited books.

	Technologies for Constructing Intelligent Systems 1: Tasks, ed. B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena and R.R. Yager. Physica-Verlag, 2002. (400 pages). (ISBN 3-7908-1454-7)
	Technologies for Constructing Intelligent Systems 2: Tools, ed. B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena and R.R. Yager. Physica-Verlag, 2002. (430 pages). (ISBN 3-7908-1455-5)
	Interpretability Issues in Fuzzy Modeling, ed. J. Casillas, O. Cordón, F. Herrera and L. Magdalena. Springer, 2003. (600 pages).
	Accuracy Improvements in Linguistic Fuzzy Modelling, ed. J. Casillas, O. Cordón, F. Herrera and L. Magdalena. Springer, 2003. (350 pages).
	Proceedings of the Eight International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (Volumes I, II and III), ed. B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena, E. Trillas and R.R. Yager. Universidad Politécnica de Madrid, 2000. (2000 pages). (ISBN 84-95479-02-8)

Book chapters.

Jorge Casillas, Oscar Cordón, Francisco Herrera and Luis Magdalena. Interpretability improvements to find the balance interpretability-accuracy in fuzzy modeling: an overview. In J. Casillas, O. Cordón, F. Herrera and L. Magdalena, editors, Interpretability Issues in Fuzzy Modeling. Springer, 2003.
Jorge Casillas, Oscar Cordón, Francisco Herrera and Luis Magdalena. Accuracy improvements to find the balance interpretability-accuracy in fuzzy modeling: an overview. In J. Casillas, O. Cordón, F. Herrera and L. Magdalena, editors, Accuracy Improvements in Linguistic Fuzzy Modelling. Springer, 2003.
Oscar Cordón, María José del Jesus, Francisco Herrera, Luis Magdalena and Pedro Villar. A multiobjective genetic learning process for feature selection, granularity and contexts in fuzzy rule-based classification systems. In J. Casillas, O. Cordón, F. Herrera and L. Magdalena, editors, Accuracy Improvements in Linguistic Fuzzy Modelling. Springer, 2003.
Luis Magdalena. A first approach to a Taxonomy of Fuzzy-Neural Systems. In R. Sun and F. Alexandre, editors, Connectionist-Symbolic Integration: From Unified to Hybrid Approaches. Lawrence Erlbaum Associates, 1997.
Luis Magdalena and Juan R. Velasco. Evolutionary based learning of fuzzy controllers. In W. Pedrycz, editor, Fuzzy evolutionary computation. Kluwer Academic Press, 1997.
Luis Magdalena and Juan R. Velasco. Fuzzy Rule-Based Controllers that Learn by Evolving their Knowledge Base. In F. Herrera and J.L. Verdegay, editors, Genetic Algorithms and Soft Computing. Physica-Verlag, 1996.
Juan R. Velasco and Luis Magdalena. Genetic Algorithms in Fuzzy Control Systems. In J. Periaux and G. Winter, editors, Genetic Algorithms in Engineering and Computer Science. John Wiley & Sons Ltd, 1995.

Book articles.

Oscar Cordón, Francisco Herrera, María José del Jesus, Luis Magdalena, Ana María Sánchez, Pedro Villar. A Multiobjective Genetic Algorithm for Feature Selection and Data Base Learning in Fuzzy-Rule Based Classification Systems. In B. Bouchon-Meunier, L. Foulloy, R.R. Yager (Eds.), Intelligent Systems for Information Processing: From Representation to Applications. Elsevier, 2003.
Sergio López, Luis Magdalena and Juan R. Velasco. Non-Euclidian Genetic FCM Clustering Algorithm. In B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena and R.R. Yager, editors, Technologies for Constructing Intelligent Systems 1: Tasks, pages 309-320. Springer, 2002.
Sergio López, Luis Magdalena and Juan R. Velasco. Genetic Fuzzy C-Means Algorithm for the Automatic Generation of Fuzzy Partitions. In B. Bouchon-Meunier, R.R. Yager and L.A. Zadeh, editors, Information, Uncertainty, Fusion, 407-418. Kluwer Scientific Publishers, 1999.
Luis Magdalena and Félix Monasterio. Fuzzy Controlled Gait Synthesis for a Biped Walking Machine. In R.J. Marks II, editor, Fuzzy Logic Technology & Applications, pages 117-122. IEEE Press, 1994.
Luis Magdalena, Juan R. Velasco, Gregorio Fernandez and Félix Monasterio. A control architecture for optimal operation with inductive learning In A. Ollero and E.F. Camacho, editors, Intelligent Components and Instrument for Control Applications , pages 105-110. Pergamon Press, 1.993.
Juan R. Velasco, Gregorio Fernández and Luis Magdalena. Inductive learning applied to fossil power plants control optimization . In G.K. Lausterer and H. Weber, editors, Control of Power Plants and Power Systems, pages 205-210. Pergamon Press, 1.992.

Journal articles.

Miguel Angel Sotelo, Francisco Javier Rodríguez, Luis Magdalena, Luis Miguel Bergasa and Luciano Boquete. A Robust Vision-based Lane Tracking System, Autonomous Robots, Accepted.
Miguel Angel Sotelo, Luis Magdalena, Francisco Javier Rodríguez, Vision-based road Transportation for Unmaned Operation on Urban-like Scenarios, IEEE-Transactions on Intelligent Transportation Systems, Accepted.
Oscar Cordón, Fernando Gomide, Francisco Herrera, Frank Hoffmann, and Luis Magdalena. Genetic fuzzy systems: New developments, Fuzzy Sets and Systems, to appear (2004).
Oscar Cordón, Fernando Gomide, Francisco Herrera, Frank Hoffmann, and Luis Magdalena. Ten years of genetic fuzzy systems: current framework and new trends, Fuzzy Sets and Systems, to appear (2004).
Joaquín Cañada Bago, Sebastián García Galán, Jorge Aguilera, Juan Ramón Velasco and Luis Magdalena. Fuzzy Controller Applications in Stand-Alone Photovoltaic Systems, MathWare & Soft Computing, Vol. IX, Num 1, pp 85-105. 2002.
Luis Magdalena. On the role of context in hierarchycal fuzzy controllers, International Journal of Intelligent Systems. Vol 17, Num 5, pp 471-493. John Wiley & Sons, Inc. 2002.
Oscar Cordón, Francisco Herrera, Frank Hoffmann, and Luis Magdalena. Recent advances in genetic fuzzy systems, Information Science, Vol 136, Num 1-4, pp 1-5. 2001.
Oscar Cordón, Francisco Herrera, Luis Magdalena, and Pedro Villar. A Genetic Learning Process for the Scaling Factors, Granularity and Context of the Fuzzy Rule-Based System Data Base, Information Science, Vol 136, Num 1-4, pp 85-107. 2001.
Francisco Herrera and Luis Magdalena (Guest editors). Introduction: Genetic Fuzzy Systems, International Journal of Intelligent Systems, Vol 13, Num 10/11, pp 887-890. John Wiley & Sons, Inc. 1998.
Luis Magdalena. Crossing Unordered Sets of Rules in Evolutionary Fuzzy Controllers, International Journal of Intelligent Systems, Vol 13, Num 10/11, pp 993-1010. John Wiley & Sons, Inc. 1998.
Luis Magdalena, Félix Monasterio and Cristina Rivero. Hierarchical Decomposition of Fuzzy Controllers Based on Meta-Knowledge, Mathware & Soft Computing, Vol V, Num 2/3, pp 291-304. 1998.
Luis Magdalena and Félix Monasterio. A Fuzzy Logic Controller with Learning through the Evolution of its Knowledge Base, International Journal of Approximate Reasoning, vol 16, num 3, Apr 97, pp 335-358. 1997.
Francisco Herrera and Luis Magdalena. Genetic Fuzzy Systems, Tatra Mountains Mathematical Publications Vol. 13, 1997, 93-121. R. Mesiar, B. Riecan (Eds.) Fuzzy Structures. Current Trends. Lecture Notes of the Tutorial: Genetic Fuzzy Systems. Seventh IFSA World COngress (IFSA97), Prage, June 1997.
Luis Magdalena. Adapting the Gain of an FLC with Genetic Algorithms, International Journal of Approximate Reasoning, vol 17, num 4, pp 327-349. 1997.
Juan R. Velasco, José C. González, Luis Magdalena and Carlos A. Iglesias. Multiagent-Based Control Systems: a Hybrid Approach to Distributed Process Control, Control Engineering Practice, Vol 4, Num 6, pp 839-845. Pergamon Press. June 1996.

Conference papers.

M. A. Sotelo, L. Magdalena, F. J. Rodríguez, Vision based navigation system for autonomous urban transport vehicles in outdoor environments, IEEE Intelligent Vehicle Symposium (IV 2002), 18-20 Junio 2002, Versailles, France.
M. A. Sotelo, F. J. Rodríguez, L. Magdalena, L. M. Bergasa, L. Boquete. Vision based intelligent transport system for autonomous urban applications. International Conference on Pattern Recognition (ICPR 2002), 11-15 Agosto 2002, Quebec, Canada.
Juan Ramón Velasco y Luis Magdalena. Minería de datos para análisis de uso de sitios web. Workshop de Minería de datos y aprendizaje. VIII Iberoamerican conference on Artificial Intelligence. pp 183-192. Sevilla (Spain), November 2002.
Luis Magdalena, Marie-Hélène Doussin, Willi Hornfeld, Michel Perrier, Anders L. Madsen, Aleardo Furlani and Bernard Amy. ADVOCATE: Advanced on-board diagnosis and control of autonomous systems. In Proceedings of the Ninth International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU2002), Volume IV, Industrial Sessions. pp 53-56. Annecy (France), July 2002.
Oscar Cordón, Francisco Herrera, María J. del Jesus, Luis Magdalena, Ana M. Sánchez and Pedro Villar. A Multiobjective Genetic Algorithm for Feature Selection and Data Base Learning in Fuzzy-Rule Based Classification Systems. In Proceedings of the Nineth International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU2002). Annecy (France), July 2002.
Sebastian García, Joaquin Cañada, Jorge Aguilera, and Luis Magdalena. Fuzzy Charge Controller for Stand-Alone Photovoltaic Systems. In Proc. of the Second Conference of the European Society of Fuzzy Logic and Technology(EUSFLAT 2001), pages 160-163. Leicester (United Kingdom), September 2001.
Oscar Cordón, Fernando Gomide, Francisco Herrera, Frank Hoffmann, and Luis Magdalena. Ten years of Genetic-Fuzzy Systems: Current Framework and New Trends. In Proceedings of Joint 9th IFSA World Congress and 20th NAFIPS International Conference, pages 1241-1246. Vancouver (Canada), July 2001. (ISBN 0-7803-7079-1)
Sebastian Galán, Juan R. Velasco and Luis Magdalena. Evolutionary Learning Through Growth of the Domain Coverage Using a Classifier System. In Proceedings of the 5th WSES Multiconference on Circuits, Systems, Communications & Computers (CSCC 2001). Rethymnon, Crete (Grecia), July 2001.
Manuel A. Gadeo, and Luis Magdalena. Study of Fuzzy Logic Controllers (FLCs), Temporal Fuzzy Logic Controllers (TFLCs) and Faded Temporal Fuzzy Logic Controllers (FTFLCs) in noisy environments. In Proceedings of 2001 WSES International Conference on Fuzzy Sets and Fuzzy Systems (FSFS 2001). pp 5381-5386. Puerto de la Cruz (Tenerife), February 2001.
Oscar Cordón, Francisco Herrera, Luis Magdalena and Pedro Villar. A Genetic Learning Process for the Scaling Factors, Granularity and Context of the Fuzzy Rule-Based System Data Base. In Proceedings of the Eighth International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU2000), pages 430-437. Madrid, July 2000.
Sergio López, Luis Magdalena and Juan R. Velasco. Non-Euclidian Genetic FCM Clustering Algortihm. In Proceedings of the Eighth International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU2000), pages 1313-1319. Madrid, July 2000.
Joaquin Cañada and Luis Magdalena. Knowledge based evaluation of knowledge bases. In Proc. 1999 Eusflat-Estylf Joint Conference, pages 83-86. Palma de Mallorca, September 1999.
Sergio Lopez, Luis Magdalena and Juan R. Velasco. Cluster Validity for FCM Clustering Algorithm Using Uniform Data. In Proc. 1999 Eusflat-Estylf Joint Conference, pages 501-504. Palma de Mallorca, September 1999.
Sergio Lopez, Luis Magdalena and Juan R. Velasco. Genetic Fuzzy c-means Algorithm for the Generation of Fuzzy Partitions. In Proc. Seventh International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU'98), pages 705-711. Paris, July 1998.
Luis Magdalena. Hierarchical Fuzzy Control of a Complex System using Meta-Knowledge . In Proc. Seventh International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU'98), pages 630-637. Paris, July 1998.
Luis Magdalena. Crossing unordered sets of rules in evolutionary fuzzy controllers. In Proceedings of Seventh International Fuzzy Systems Association World Congress (IFSA'97), pages 440-445. Praha, June 1997.
Juan R. Velasco, Sergio Lopez and Luis Magdalena. Genetic Fuzzy Clustering for the Definition of Fuzzy Sets. In Proceedings of Sixth IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'97), pages 1665-1670. Barcelona, July 1997.
Luis Magdalena. Adapting Gain and Sensibility of FLCs with Genetic Algorithms. In Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU'96), pages 739-744. Granada, July 1996.
Luis Magdalena and Félix Monasterio. Evolutionary-Based Learning Applied to Fuzzy Controllers. In Proceedings of Fourth IEEE International Conference on Fuzzy Systems and Second International Fuzzy Engineering Symposium (FUZZ-IEEE/IFES'95), pages 1111-1118. Yokohama, March 1.995.
Luis Magdalena and Juan R. Velasco. Genetic Learning Applied to Fuzzy Rules and Fuzzy Knowledge Bases. In Proceedings of Sixth International Fuzzy Systems Association World Congress (IFSA'95), pages 257-260. Sao Paulo, July 1.995.
Luis Magdalena. A first approach to a Taxonomy of Fuzzy-Neural Systems. In Proceedings of the Workshop on Connectionist-Symbolic Integration: From Unified to Hybrid Approaches (IJCAI'95), pages 112-118. Montreal, August 1.995.
Juan R. Velasco, José C. González, Carlos A. Iglesias and Luis Magdalena. Multiagent-Based Control Systems: an Hybrid Approach to Distributed Process Control. In A. E. K. Sahraoui and J. A. de la Puente, editors, Preprints of the 13th IFAC Workshop on Distributed Computer Control Systems, pages 7-12. Toulouse-Blagnac (France), September 1995.
Luis Magdalena and Félix Monasterio. Learning Gait Patterns for the Fuzzy Synthesis of Biped Walk. In Proceedings NAFIPS/IFIS/NASA-94, pages 248-250. San Antonio, December 1.994.
Luis Magdalena and Félix Monasterio. Fuzzy Controlled Gait Synthesis for a Biped Walking Machine. In Proceedings of the Second IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'93), pages 1334-1339. San Francisco, March 1.993.
Juan R. Velasco, Gregorio Fernández and Luis Magdalena. Inductive learning applied to fossil power plants control optimization. In Preprints IFAC Symposium on Control of Power Plants and Power Systems, pages 219-224. Munich (Germany), March 1992.
Luis Magdalena, Juan R. Velasco, Gregorio Fernández and Félix Monasterio. A Control Architecture for Optimal Operation with Inductive Learning. In A. Ollero and E. F. Camacho, editors, Preprints SICICA'92. IFAC Symposium on Intelligent Components and Instrument for Control Applications, pages 307-312. Malaga, May 1.992.
Luis Magdalena and Félix Monasterio. An Intelligent Fuzzy Coordinator for a Biped Walking Machine. In A. Ollero and E. F. Camacho, editors, Preprints SICICA'92. IFAC Symposium on Intelligent Components and Instrument for Control Applications, pages 381-386. Malaga, May 1.992.
Juan R. Velasco, Luis Magdalena and Antonio Rodriguez. A genetic learning system for economic control on fossil power plants. In Proceedings of the European Simulation Symposium, pages 31-36. Ghent (Belgium), November 1.991.
Luis Magdalena and Félix Monasterio. Collision Free Path generation in a FMS with Multiple Autonomous Vehicles. In E. A. Puente, editor, Preprints INCOM'89. 6th IFAC/IFIP/IFORS/ IMAC Symposium on Information Control Problems in Manufacturing Technology, pages 239-244. Madrid, September 1.989.

Papers in Spanish

(Updated by Luis Magdalena on June 2003)