giara10112010 v2

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Grupo de Inteligencia Artificial y Razonamiento Aproximado GIARA Dpto. Automática y Computación Universidad Pública de Navarra http://giara.unavarra.es Responsable: Humberto Bustince [email protected] Madrid 10-11/11/2010

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Page 1: Giara10112010 v2

Grupo de Inteligencia Artificial

y Razonamiento Aproximado

GIARADpto. Automática y ComputaciónDpto. Automática y Computación

Universidad Pública de Navarra

http://giara.unavarra.es

Responsable: Humberto Bustince

[email protected]

Madrid 10-11/11/2010

Page 2: Giara10112010 v2

Índice

• Composición

• Líneas de investigación

• Aplicaciones

• Publicaciones• Publicaciones

• Proyectos de investigación

• Colaboraciones

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Composición• 11 miembros

– Dr. Humberto Bustince

– Dra. Edurne Barrenechea

– Dr. Miguel Pagola

– Dr. Javier Fernández– Dr. Javier Fernández

– Dr. Raúl Orduna (As.D)

– José Antonio Sanz (Ayte.)

– Mikel Galar (Bec. Gob. Navarra)

– Aránzazu Jurío (Bec. Doctoral UPNa)

– Carlos López (Bec. Doctoral UPNa)

– Daniel Paternain (Bec. Doctoral UPNa)

– Carlos Guerra (As.)

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Líneas de investigación

• L1: Funciones de agregación. Teoría de

conjuntos difusos y sus extensiones– Todos los miembros del grupo

• L2: Procesamiento de imagen• L2: Procesamiento de imagen– H. Bustince, E. Barrenechea, M. Pagola, J. Fernández, R. Orduna, C.

López, A. Jurío, D. Paternain

• L3: Sistemas expertos (clásicos y difusos)– H. Bustince, J. Fernández, M. Pagola, J. A. Sanz

• L4: Aprendizaje automático y reconocimiento

de patrones– H. Bustince, E. Barrenechea, M. Galar

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Aplicaciones• A1: Medicina/Industria/Agricultura. Procesamiento de

imagen

– L1, L2

• A2: Medicina. Sistemas de clasificación y registro

– L1, L2, L3, L4– L1, L2, L3, L4

• A3: Banca. Sistemas de clasificación

– L1, L3, L4

• A4: Industria. Valoración de bienes inmuebles. Redes

Neuronales

– L1, L2, L3, L4

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Publicaciones (2005-2010)

• Revistas Internacionales (JCR)

– Fuzzy Sets and Systems (FSS): 8

– Information Sciences (INS): 6

– Pattern Recognition (PR): 2– Pattern Recognition (PR): 2

– International Journal of Uncertainty Fuzziness and Knowledge-based Systems (IJUFKS): 2

– IEEE Trans. on Image Processing (IEEE-TIP): 1

– Pattern Recognition Letters (PRL): 1

– Soft Computing (SOCO): 1

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Publicaciones (2005-2010)

• Revistas Internacionales (JCR)

– Int. J. of Computational Intelligence (IJCI): 1

– Int. J. of Intelligence Systems (IJIS): 1

– Nonlinear Analysis-theory Methods & – Nonlinear Analysis-theory Methods & Applications: 1

– Neural Network World (NNW): 1

– Computers and Electronics in Agriculture (CEA): 1

• Total artículos JCR: 26.

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Publicaciones (2005-2010)

• Fuzzy Sets and Systems (FSS): 8– H. Bustince, M. Pagola, E. Barrenechea, J. Fernandez, P. Melo-Pinto, P. Couto,

H.R. Tizhoosh, J. Montero, “Ignorance functions. An application to the calculation of the threshold in prostate ultrasound images”, 161:20-36, 2010. L1, L2

– A. Fernández, M. Calderón, E. Barrenechea, H. Bustince, F. Herrera, “Solving multi-class problems with linguistic fuzzy rule based classification multi-class problems with linguistic fuzzy rule based classification systems based on pairwise learning and preference relations”,161:3064-3080, 2010. L1, L3, L4

– H. Bustince, E. Barrenechea, M. Pagola, J. Fernandez, “Interval-valued

fuzzy sets constructed from matrices: Application to edge detection”,160:1819-1840, 2009. L1, L2

– H. Bustince, J. Montero, R. Mesiar, “Migrativity of aggregation

functions”, 160:766-777, 2009. L1

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Publicaciones (2005-2010)

• Fuzzy Sets and Systems (FSS): 8

– H. Bustince, J. Montero, E. Barrenechea, M. Pagola, “Semiautoduality in a

restricted family of aggregation operators”, 158:1360-1377, 2007. L1

– H. Bustince, E. Barrenechea, M. Pagola, “Image thresholding using restricted equivalence functions and maximizing the measures of restricted equivalence functions and maximizing the measures of

similarity”, 158:496-516, 2007. L1, L2

– J. Montero, D. Gómez, H. Bustince, “On the relevance of some families of

fuzzy sets”, 158:2429-2442, 2007. L1

– H. Bustince, E. Barrenechea, M. Pagola, “Restricted equivalence

functions”, 157:2333-2346, 2006. L1

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Publicaciones (2005-2010)

• Information Sciences (INS): 6

– J. A. Sanz, A. Fernández, H. Bustince, F. Herrera, “Improving the

performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning”, 180:3674-3685, 2010. L3, L4

– R. Mesiar, H. Bustince, J. Fernández, “On the α-migrativity of

semicopulas, quasi-copulas, and copulas”, 180:1967-1976, 2010. L1

– H. Bustince, T. Calvo, B. De Baets, J. Fodor, R. Mesiar, J. Montero, D. Paternain,

A. Pradera, “A class of aggregation functions encompassing two-

dimensional OWA operators”, 180:1977-1989, 2010. L1

– H. Bustince, E. Barrenechea, J. Fernandez, M. Pagola, J. Montero, C. Guerra,

“Contrast of a fuzzy relation”, 180:1326-1344, 2010. L1, L2

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Publicaciones (2005-2010)

• Information Sciences (INS): 6

– H. Bustince, M. Pagola, E. Barrenechea, “Construction of fuzzy indices

from fuzzy DI-subsethood measures: Application to the global comparison of images”, 177:906-929, 2007. L1, L2

– H. Bustince, V. Mohedano,M. Pagola, E. Barrenechea, “Definition and – H. Bustince, V. Mohedano,M. Pagola, E. Barrenechea, “Definition and

construction of fuzzy DI-subsethood measures ”, 176:3190-3231, 2009. L1

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Publicaciones (2005-2010)

• Pattern Recognition (PR): 2

– C. Lopez-Molina, H. Bustince, J. Fernandez, P. Couto, B. De Baets, “A gravitational approach to edge detection based on triangular norms”,43:3188-3192, 2010. L1, L2

– H. Bustince, E. Barrenechea, M. Pagola, J. Fernandez, J. Sanz, “Comment on: Image thresholding using type II fuzzy sets. Importance of this method”,43:3188-3192, 2010. L1, L2Image thresholding using type II fuzzy sets. Importance of this method”,43:3188-3192, 2010. L1, L2

• International Journal of Uncertainty Fuzziness and Knowledge-based Systems (IJUFKS): 2

– H. Bustince, E. Barrenechea, M. Pagola, F. Soria “Weak fuzzy s-subsethood measures: overlap index”, 14:537-560, 2006. L1

– H. Bustince, E. Barrenechea, M. Pagola, J. Fernandez, C. Guerra, P. Couto, P. Melo-

Pinto, “Generalized Atanassov's intuitionistic fuzzy index”, en prensa, 2010. L1

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Publicaciones (2005-2010)

• IEEE Trans. on Image Processing (IEEE-TIP): 1

– N.V. Lopes, P. Couto, H. Bustince, P. Melo-Pinto, “Automatic Histogram Threshold Using Fuzzy Measures”, 19:199-204, 2010. L1, L2

• Pattern Recognition Letters (PRL): 1– H. Bustince, E. Barrenechea, M. Pagola, “Relationship between restricted – H. Bustince, E. Barrenechea, M. Pagola, “Relationship between restricted

dissimilarity functions, restricted equivalence functions and normal E-N-functions: Image thresholding invariant ”, 29:525-536, 2008. L1, L2

• Soft Computing (SOCO): 1– H. Bustince, E. Barrenechea, M. Pagola, “Construction of interval-valued

fuzzy entropy invariant by translations and scalings”, 14:: 945-952, 2010. L1

Page 14: Giara10112010 v2

Publicaciones (2005-2010)

• Int. J. of Computational Intelligence (IJCI): 1

– H. Bustince, “Interval-valued Fuzzy Sets in Soft Computing”, 3:215-222,

2010. L1, L3, L4

• Int. J. of Intelligence Systems (IJIS): 1• Int. J. of Intelligence Systems (IJIS): 1

– H. Bustince, E. Barrenechea, M. Pagola, “Generation of interval-valued

fuzzy and Atanassov's intuitionistic fuzzy connectives from fuzzy connectives and from K-α operators: Laws for conjunctions and disjunctions, amplitude”, 23:680-714, 2008. L1

• Nonlinear Analysis-theory Methods & Applications: 1

– H. Bustince, J. Fernandez, R. Mesiar, J. Montero, R. Orduna, “Overlap

functions”, 72:1488-1499, 2010. L1

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Publicaciones (2005-2010)

• Neural Network World (NNW): 1

– M. Galar, H. Bustince, J. Fernandez, J. Sanz, G. Beliakov, “Fuzzy entropy from

weak fuzzy subsethood measures”, 20:139-158 , 2010. L1

• Computers and Electronics in Agriculture (CEA): 1• Computers and Electronics in Agriculture (CEA): 1– M. Pagola, R. Ortiz, I. Irigoyen, H. Bustince, E. Barrenechea, P. Aparacio-Tejo, C.

Lamsfus, B. Lasa “New method to assess barley nitrogen nutrition

status based on image colour analysis Comparison with SPAD-502”,65:213-218, 2009. L2

Page 16: Giara10112010 v2

Publicaciones (2005-2010)

• Congresos y conferencias:• IEEE Int. Conf. on Fuzzy Systems (FUZZ-IEEE),• IEEE World Congress on Computational Intelligence (IEEE-WCCI),• IEEE Intelligent Systems Conf. (IEEE-IS),• IEEE Symposium Series on Computational Intelligence (IEEE-SSCI),• Euro Working Group on Fuzzy Sets Workshop (Eurofuse Workshop), • Int. Conf. on Computational Intelligence in Decision and Control (FLINS),• Int. Conf. on Computational Intelligence in Decision and Control (FLINS),• Int. Conf. on Industrial, Engineering & Other Applications of Applied Intelligent

Systems (IEA/AIE),• International Fuzzy Systems Association World Congress (IFSA Cong.), • European Society for Fuzzy Logic and Technology Conference (Eusflat Conf.), • Int. Conf. on Information Processing and Management of Uncertainty in

Knowledge-Based Systems (IPMU),• Int. Conf. on Intelligent Systems Design and Applications (ISDA), • Congreso Español sobre Tecnologías y Lógica Fuzzy (Estylf),• Congreso Español de Informática (CEDI)

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Proyectos y contratos más relevantes

(2005-2010)

• New Model of Representation and Aggregation of Information Using Fuzzy Sets Extensions. Applications

– MICINN: TIN2010-15055

– Participantes: GIARA, CITAB (U. Tras-os-Montes e Alto Douro,

Portugal)Portugal)

– Duración: 2010-2013

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Proyectos y contratos más relevantes

(2005-2010)

• Unification, Generation and Application of Information Measures in Interval Type 2 Fuzzy Sets

– MEC: TIN2007-65981

– Participantes: GIARA, CITAB (U. Tras-os-Montes e Alto Douro,

Portugal)Portugal)

– Duración: 2007-2010

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Proyectos y contratos más relevantes

(2005-2010)

• Use of Fuzzy Logic in Digital Image Segmentation Models

– MEC: HP2006-0128

– Participantes: GIARA, CITAB (U. Tras-os-Montes e Alto Douro,

Portugal) Portugal)

– Duración: 2007-2008

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Proyectos y contratos más relevantes

(2005-2010)

• Aplicación de los Conjuntos Intervalo-valorados Fuzzy al Tratamiento de Imágenes de Manchas en la Piel para Diagnosticar Melanomas

– MEC: MTM2005-08982-C04-04

– Participantes: GIARA, U. Complutense de Madrid, U. de Jaén,

U. de Valladolid

– Duración: 2005

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Proyectos y contratos más relevantes

(2005-2010)

• Formalización, Validación y Optimización de la Metodología Utilizada para el Control de Grupos Económicos – Participantes: GIARA, Caja de Ahorros de Navarra– Participantes: GIARA, Caja de Ahorros de Navarra

– Duración: 2009-2010

• Técnicas de Minería de Datos y Soft Computing para la Mejora de la Calidad de Datos – Participantes: GIARA, SCI2S (U. Granada), Caja de Ahorros de

Navarra

– Duración: 2009-2010

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Proyectos y contratos más relevantes

(2005-2010)

• Valoración de Bienes Inmuebles Mediante Técnicas Basadas en Inteligencia Artificial

– Participantes: GIARA, Trabajos Catastrales S.A.

– Duración: 2006-2007– Duración: 2006-2007

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Colaboraciones

• F. Herrera (U. Granada) L1, L3, L4

• B. De Baets (U. Gante, Bélgica) L1, L2

• G. Beliakov (U. Deakin, Australia) L1, L2

• R. Mesiar (U. Slovaka de Tecnología, Slovakia) L1

• P. Melo-Pinto (U. Trás-os-Montes e Alto Douro, Portugal) L1, L2• P. Melo-Pinto (U. Trás-os-Montes e Alto Douro, Portugal) L1, L2

• E. Hüllermeier (U. Marburg, Alemania) L1, L3, L4

• L. Martínez (U. Jaén) L1, L3, L4

• J. Montero (U. Complutense de Madrid) L1

• H. R. Tizhoosh (U. de Waterloo, Canadá ) L2

• Servicio Navarro de Salud- Osasunbidea. L1, L2, L3, L4

• REDEMAP. Red Nacional de Toma de Decisiones, Modelado y

Agregación de Preferencias. TIC-2002-11942-E (2004-2005) L1, L3