SCI2S - Publications: Fuzzy Rule Based Systems, Genetic Fuzzy Systems, Decision Making, Linguistic Decision Analysis, Preference Relations, Genetic Algorithms, Soft Computing, Information Retrieval, KDD, Data Mining, Biocomputation, Bioinformatic, Image Registration, Ant Colony Optimization

SCI²S Thematic Public Websites

Genetic Fuzzy Systems	Computing with Words in Decision Making	Statistical Inference in Computational Intelligence and Data Mining	H-index & Variants
Missing Values in Data Mining	E. A. & Metaheur. for Continuous Optim. Problems	Interpretability of FRBSs	Prototype Reduction in Nearest Neighbor Classification

Latest News

A new book Intelligent Systems from Decision Making to Data Mining, Web Intelligence and Computer Vision has been edited by H. Bustice, F. Herrera and J. Montero.

Ph.D. advised by the Research Group

Number Of Publications: 56

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Jump to Year: 2013 (3), 2012 (3), 2011 (8), 2010 (4), 2009 (1), 2008 (6), 2007 (5), 2006 (7), 2005 (4), 2004 (1), 2003 (3), 2002 (1), 2001 (2), 2000 (3), 1999 (2), 1997 (1), 1996 (2)

Year 2013 (3):

[1633] J. Derrac, Advanced Models for Nearest Neighbor Classification Based on Soft Computing Techniques. PhD Dissertation, Department of Computer Science and Artificial Intelligence, University of Granada..

      Advisor: F. Herrera and S. García

[1632] C. Bergmeir, New Approaches in Time Series Forecasting: Methods, Software, and Evaluation Procedures. PhD Dissertation, Department of Computer Science and Artificial Intelligence, University of Granada.

      Advisor: J.M. Benítez

[1631] J. G. Moreno-Torres, Dataset Shift in Classification: Terminology, Benchmarks and Methods. .

      Advisor: F. Herrera

Year 2012 (3):

[1571] F. J. Rodriguez, Hybrid and Constructive Metaheuristics: Methods and Applications. PhD Dissertation, Department of Computer Science and Artificial Intelligence, University of Granada.

      Advisor: M. Lozano, C. García-Martínez

[1559] M. Galar, Ensembles of Classifiers for Multi-class Classification Problems: One-vs-One, Imbalanced Data-sets and Difficult Classes. PhD Dissertation, Department of Automatics and Computation, Public University of Navarra..

      Advisor: E. Barrenechea, A. Fernandez and F. Herrera

[1560] F. Chávez, Hibridación de técnicas clásicas de analáisis de imágenes y sistemas difusos evolutivos para la mejora de sistemas de interacción basados en puntero láser. PhD Dissertation, Department of Computer Technology and Communications, University of Extremadura..

      Advisor: F. Fernandez and R. Alcalá

Year 2011 (8):

[1490] F. Navarro, Superposición craneofacial para identificación humana. Un estudio en población mediterránea. PhD Dissertation, Department of Legal Medicine, Toxicology and Physical Anthropology, University of Granada.

      Advisor: M. C. Botella, I. Aleman and S. Damas

[1448] M. Chica, Multiobjective Metaheuristics for Assembly Line Balancing in the Automotive Sector: Joint Optimization of Time and Space. PhD Dissertation, Department of Computer Science and Artificial Intelligence, University of Granada, and European Centre for Soft Computing.

      Advisor: O. Cordón, S. Damas, J. Bautista

[1441] M.J. Cobo, SciMAT: Herramienta Software para el Análisis de la Evolución del Conocimiento Científico. Propuesta de una Metodología de Evaluación. PhD Dissertation, Department of Computer Science and Artificial Intelligence, University of Granada..

      Advisor: A.G. López-Herrera, E. Herrera-Viedma and F. Herrera

[1515] J. Sanz, Sistemas de clasificación basados en reglas difusas lingüísticas utilizando conjuntos difusos intervalo-valorados y ajuste de la ignorancia. PhD Dissertation, Department of Automatic and Computation, Public University of Navarra.

      Advisor: A. Fernandez, H. Bustince and F. Herrera

[1489] R. Pedraza, Tecnologías de la Web Semántica para la Representación de la Información: hacia una nueva dimensión de la Semántica Documental. PhD Dissertation, Department of Communication, Pompeu Fabra University.

      Advisor: E. Peis and L. Codina

[1531] B. Esteban, E. Herrera-Viedma, M. Arroyo, Un Sistema de Recomendaciones Web para la Prevención y el Tratamiento de Lumbalgias. PhD Dissertation, Department of Morphological Sciences, Anthropology Laboratory, University of Granada.

      Advisor: M. Botella, E. Herrera-Viedma, M. Arroyo

[1416] I.J. Pérez, New Group Decision Making Models with Heterogeneous Information Based on Different Frameworks: Changeable Contexts, Non-Homogeneous Experts and Web 2.0. PhD Dissertation, Department of Computer Science and Artificial Intelligence, University of Granada..

      Advisor: E. Herrera-Viedma

[1397] J. Luengo, Soft Computing based learning and Data Analysis: Missing Values and Data Complexity. Department of Computer Science and Artificial Intelligence, University of Granada.

      Advisor: F. Herrera

Year 2010 (4):

[1341] M.J. Gacto, Optimización evolutiva multi-objetivo de medidas de complejidad e interpretabilidad semántica para sistemas basados en reglas lingüísticas. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada.

      Advisor: R. Alcalá, F. Herrera

[1363] O. Ibáñez, Forensic identification by craniofacial superimposition using soft computing. PhD Thesis, Universidad de Santiago de Compostela (Spain), 2010.

      Advisor: O. Cordón, S. Damas

[1370] F. Berlanga, Aprendizaje de Sistemas Basados en Reglas Difusas Compactos y Precisos con Programación Genética. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada.

      Advisor: F. Herrera and M.J. del Jesus

[1257] A. Fernandez, Sistemas de Clasificación Basados en Reglas Difusas Lingüísticas Aplicadas a Problemas con Clases No Balanceadas. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. March 2010.

      Advisor: F. Herrera and M.J. del Jesus

Year 2009 (1):

[1190] O. Harari, Predicting prokaryotic and eukaryotic gene networks by fusing domain knowledge with conceptual clustering algorithms. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada.

Advisor: I. Zwir

Year 2008 (6):

[0901] S. García, Nuevos Retos en la Selección Evolutiva de Instancias: Escalabilidad, Aprendizaje con Clases no Balanceadas y Caracterización de la Eficacia. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. December 2008.

      Advisor: F. Herrera

[0899] C. García-Martínez, Algoritmos Genéticos Locales. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada.

      Advisor: M. Lozano

[0881] J.L. Aznarte, Modelling time series through fuzzy rule-based models: a statistical approach. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. October 2008.

      Advisor: Dr. J.M. Benítez

[0884] Jose Manuel Morales del Castillo, Modelo de Servicio Semántico-Difuso de Difusión Selectiva de la Información (DSI) para Bibliotecas Digitales. University of Granada, September 2008..

      Advisor: Dr. E. Peis Redondo and Dr. E. Herrera-Viedma

[0846] F.J. Cabrerizo, Nuevos Modelos de Toma de Decisión en Grupo con Información Lingüística Difusa. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. July 2008.

      Advisor: Dr. E. Herrera-Viedma and Dr. S. Alonso

[0779] P. González, Evolutionary learning of fuzzy rules for subgroup discovery. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. January 2008.

      Advisor: M.J. del Jesús and F. Herrera

Year 2007 (5):

[0778] P.J. Sánchez, Models for combining heterogeneous preferences in decision making: Tools and applications. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. December 2007.

      Advisor: L. Martínez and F. Herrera

[0775] C. Rubio-Escudero, Fusion of Knowledge towards the Identification of Genetic Profiles in the Systemic Inflammation Problem. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. December 2007.

      Advisor: I. Zwir and O. Cordón

[0777] F.A. Márquez, Cooperation among inference components, defuzzification methods and fuzzy rule based system learning methods. University of Huelva. November 2007.

      Advisor: A. Peregrín and F. Herrera

[0776] J.M. Moreno Rodríguez, A quality evaluation model for health web sites based on Computing with Words. Departamento de Ingeniería de la Información y las Comunicaciones (DIIC), University of Murcia. November 2007.

      Advisor: J.M. Cadenas and E. Herrera-Viedma

[0755] D. Molina, Algoritmos Meméticos con aplicación adaptativa de la Búsqueda Local para optimización contínua.. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. October 2007.

      Advisor: Dr. Manuel Lozano and Dr. Francisco Herrera

Year 2006 (7):

[0595] J. Santamaría, Scatter Search para el Registrado de Imágenes 3D: Aplicación en Antropología Forense. Department of Lenguajes y Sistemas Informáticos (LSI), University of Granada. December, 2006.

      Advisor: Dr. Oscar Cordón García and Dr. Sergio Damas Arroyo

[0780] A. Arauzo, Un sistema inteligente para selección de características en clasificación. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. December, 2006.

      Advisor: J.M. Benítez

[0599] J. Alcalá-Fdez, Modelado Lingüístico Flexible Mediante el Uso de la Representación de 2-Tuplas Lingüísticas. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. September, 2006.

      Advisor: Dr. Rafael Alcalá and Dr. Francisco Herrera

[0584] F. Mata Mata, Modelos para Sistemas de Apoyo al Consenso en Problemas de Toma de Decisión en Grupo definidos en Contextos Lingüísticos Multigranulares. Departamento de Informática, University of Jaen. June, 2006.

      Advisor: Dr. Luis Martínez López and Dr. Enrique Herrera-Viedma

[0585] S. Alonso, Group Decision Making With Incomplete Fuzzy Preference Relations. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. May, 2006.

      Advisor: Dr. Enrique Herrera-Viedma, Dr. Francisco Herrera and Dr. Francisco Chiclana

[0586] C. Porcel, Sistemas de Acceso a la Información Basados en Información Lingüística Difusa y Técnicas de Filtrado. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. May, 2006.

      Advisor: Dr. Enrique Herrera-Viedma

[0587] A.G. López-Herrera, Modelos de Sistemas de Recuperación de Información Documental Basados en Información Lingüística Difusa. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. March, 2006.

      Advisor: Dr. Enrique Herrera-Viedma

Year 2005 (4):

[0524] R. Romero Zaliz, Reconocimiento de Perfiles de Regulación Genética mediante Algoritmos Evolutivos Multiobjetivo. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. September, 2005.

      Advisor: Dr. Igor Zwir and Dr. Oscar Cordón García

[0479] F.J. Martínez-López, Knowledge Discovery Methodology for Consumer Behaviour Modelling by Genetic Fuzzy Systems and its Application to Internet-based Electronic Markets. Department of Marketing, University of Granada. June, 2005.

      Advisor: Dr. Jorge Casillas, Dr. Francisco J. Martínez

[0478] Maria Luque Rodríguez, Modelos de Recuperación de la Información basados en Información Lingüística Difusa y Algoritmos Evolutivos. Mejorando la Representación de las Necesidades de Información. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. April, 2005.

      Advisor: Dr. Oscar Cordón García and Dr. Enrique Herrera Viedma

[0488] Karina Anaya Rivera, Un Modelo de Enseñanza-Aprendizaje Virtual: Análisis, Diseño y Aplicación en un Sistema Universitario Mexicano. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. Marzo, 2005.

      Advisor: Dr. Enrique Herrera Viedma and Dr. Oscar Cordón García

Year 2004 (1):

[0448] Jose Ramón Cano de Amo, Reducción de Datos Basada en Selección Evolutiva de Instancias para Minería de Datos (Data Reduction based on Evolutionary Instance Selection for Data Mining). Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. October, 2004.

Advisor: Dr. Francisco Herrera Triguero and Dr. Manuel Lozano Márquez

Year 2003 (3):

[0111] Rafael Alcalá Fernández, Combined Use of Weighed Linguistic Rules and Rule Selection to Improve the Cooperation in Extended Linguistic Modeling. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. July 21, 2003.

      Advisor: Dr. Oscar Cordón García

[0113] Carmen Zarco Fernández, Applications of Evolutionary Algorithms to the Automatic Learning of Extended Boolean Queries for Fuzzy Information Retrieval Systems. Department of Librarianship and Documentation, University of Granada. July 11, 2003.

      Advisor: Dr. Oscar Cordón García and Dr. D. Félix de Moya Anegón.

[0112] Sergio Damas Arroyo, Feature Based Image Registration Using Metaheuristics. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada. July 18, 2003.

      Advisor: Dr. Oscar Cordón García

Year 2002 (1):

[0114] Ana Mª Sánchez López, Balance between diversity and selective pressure through crossover operators with multiple descendants in real coded genetic algorithms. Department of Software Engineering. University of Vigo. July 18, 2002.

Advisor: Dr. Manuel Lozano Márquez and Dr. Francisco Herrera Triguero

Year 2001 (2):

[0115] Jorge Casillas Barranquero, Cooperative Learning for Fuzzy Rules Based Flexible Linguistic Modeling: Interpretability and Accuracy. Extraordinary Prize of Computer Science by University of Granada, 2001-2002. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada, July 13, 2001.

Advisor: Dr. Oscar Cordón García and Dr. Francisco Herrera Triguero

[0116] Jorge Sergio Igor Zwir, Learning Methodology of Hierarchical Knowledge Bases in Fuzzy Rule Based Systems. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada, January 26, 2001.

Advisor: Dr. Francisco Herrera Triguero

Year 2000 (3):

[0117] Pedro Villar Castro, Learning of the Fuzzy Partitions for Fuzzy Rule Based Systems. Departament of Computer Science, University of Vigo, December 14, 2000.

      Advisor: Dr. Oscar Cordón García and Dr. Francisco Herrera Triguero

[0118] Antonio Peregrin Rubio, Inference Operators and Defuzzification Methods in Fuzzy Rule Based Systems Systems. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada, September 5, 2000.

      Advisor: Dr. Francisco Herrera Triguero

[0119] Francisco Chiclana Parrilla, Integration of Preference Representation Models in Multi-Expert Decision Making Problems. Extraordinary Prize of Mathematics by University of Granada, 1999-2000. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada, March 24, 2000.

      Advisor: Dr. Enrique Herrera Viedma and Dr. Francisco Herrera Triguero

Year 1999 (2):

[0120] María José del Jesús Díaz, Genetic Learning of Fuzzy Rule Based Classification Systems. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada, November 5, 1999.

Advisor: Dr. Francisco Herrera Triguero

[0121] Luis Martínez López, A New Model for Linguistic Modelling based on 2-tuples for Linguistic Preference Aggregation Processes. Extraordinary Prize of Mathematics by University of Granada, 1999. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada, October 29, 1999.

Advisor: Dr. Francisco Herrera Triguero

Year 1997 (1):

[0122] Oscar Cordón García, A Methodology for Designing Fuzzy Rule Based Systems using Genetic Algorithms. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada, October 23, 1997.

Advisor: Dr. Francisco Herrera Triguero

Year 1996 (2):

[0123] Enrique Herrera Viedma, Linguistic Models for Group Decision Making. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada, November 4, 1996.

Advisor: Dr. Francisco Herrera Triguero and Dr. Jose Luis Verdegay

[0124] Manuel Lozano Márquez, Fuzzy Tools for Improving the Behaviour of Real Coded Genetic Algorithms. Department of Computer Science and Artificial Intelligence (DECSAI), University of Granada, October 17, 1996.

Advisor: Dr. Francisco Herrera Triguero and Dr. Jose Luis Verdegay