Curriculum vitae
Manuel Graña Romay
Position: Full Professor,
Dept. Computer Science
Universidad del Pais Vasco
Spain
PhD in Computer Science since 1989
PUBLICATIONS
BOOKS
Francisco Sandoval, Alberto Prieto, Joan Cabestany, Manuel Graña (eds)
Computational and ambient intelligence
LNCS 4507
Springer Verlag
2007
ISBN 3-540-73006-0
Manuel Graña, Richard Duro (eds)
Computational Intelligence for Remote Sensing
Springer Verlag 2008
ISBN 978-3-540-79352-6
Paul Yingjun Cao, Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio
Ohsawa, Manuel Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang & Paul P.
Wang (eds)
INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference
World Scientific
2007
eISBN 978-981-270-967-7
S. Blair, U. Chakraborty, S.H. Chen, H.D. Cheng, D. Y.K. Chiu, S. Das, G. Denker, R. Duro, D. Hung, Z. Jian,
E.E. Kerre, H.V. Leong, C.-T. Lu, J. Lu, M. Graña, D. Ventura, P.P. Wang, J. Wu, L. Maguire, C. Tseng, X. Yao,
C. N. Zhang (eds)
JCIS2005 Proceedings
Duke University 2005, : Durham, NC
ISBN ISBN 0-9707890-3-3
Manuel Graña, Richard Duro, Alicia d'Anjou, PaulP. Wang (eds)
Information Processing with Evolutionary Algorithms: From industrial applications to academic speculations.
Springer Verlag, 2004
ISBN 1-85233-866-0
K. Chen, S.H. Chen, H.D. Cheng, D. Y.K. Chiu, S. das, R. Duro, Z. Jian, N. Kasabov, E.E. Kerre, H.V. Leong, Q.
Li, M. Lu, M. Graña, D. Ventura, P.P. Wang, J. Wu
JCIS2003 Proceedings
Duke University, 2003
ISBN 0-9707890-2-5
H.J. Caulfield, S.H. Chen, H.D. Cheng, R. Duro, V. Honavar, E.E. Kerre, M. Lu, M. Graña, T.K. Shih, D. Ventura,
P.P. Wang, Y. Yang
JCIS2002 Proceedings
Duke University, 2003
ISBN 0-9707890-1-7
Richard Duro, Jose Santos, Manuel Graña
Biologically inspired robot behavior engineering
Springer Verlag, 2002
ISBN 3-7908-1513-6
Journal Special Issues
Manuel Graña
Evolutionary Algorithms, special issue
Information Sciences
133 (3-4) 2001
ISSN 0020-0255
Manuel Graña, Peter Sussner
Morphological Neural Networks, special issue
Journal of Mathematical Imaging and Vision
19(2) 2003
ISSN 0924-9907
Manuel Graña, Richard Duro
FEA2002, special issue
Information Sciences 161 (3-4), 2004
JOURNAL AND BOOK PAPERS 1983
F.J. Torrealdea, M. Graña
Some Ideas for a History Dynamics Model
1983 International System Dynamics Conference
System Dynamics Society Boston, Massachussets (USA)
JOURNAL AND BOOK PAPERS 1984
M. Graña, F.J. Torrealdea
Hierarchically Structured Systems
First Mini Euro Conf. on the Management and Modelling of Dynamic Systems
EURO Association
Brugges (Bélgica)
Fco. Javier Torrealdea - Manuel Graña
Some ideas for a history dynamics model.
Dynamica 10: 103-106, 1984
JOURNAL AND BOOK PAPERS 1986
Manuel Graña - Fco. Javier Torrealdea
Hierarchically structured Systems
European Journal of Operational Research 25:20-26 1986
Fco. Javier Torrealdea - Manuel Graña - Fernando Ferreres
A comparison between stochastic and deterministic simulation
Advances in Modelling and Simulation 5:15-32
Indicadores de calidad (Índice de Impacto o similares):
AMSE press
T. Alvarez - J. J. Dolado - M. Graña - I. Sukia - F. J. Torrealdea
Una versión de GPSS
Revista Española de Informática y Automática 19: 45-59
M. Graña - F. J. Torrealdea - F. Ferreres - J. J. Dolado
A GPSS-like hierarchical simulation language
ESC'86, G.C. Vansteenkiste, E.J.H. Kerckhoffs, L. Dekker (eds.) pp 275-281
Society for Computer Simulation
ISBN 0-911801-10-3
M. Graña - F. J. Torrealdea - F. Ferreres - J. J. Dolado
Multifacetted modelling in system dynamics
SDC'86, System Dynamics on the move, J. Aracil, J.A.D. Machuca, M. Krasky (eds.): 319-351
System Dynamics Society
ISBN 84-600-4691-9
Gil - Aguinagalde - M. Graña - J. J. Dolado - F. J. Torrealdea
Dynamical interaction between languages: Spanish and Basque
SDC'86.System Dynamics on the move, J. Aracil, J.A.D. Machuca, M. Krasky (eds.): 25-50
System Dynamics Society
ISBN 84-600-4691-9
JOURNAL AND BOOK PAPERS 1987
Luis M. Alonso - Manuel Graña
Formal techniques and concurrent systems
Communications ACM 30: 752- 753
JOURNAL AND BOOK PAPERS 1988
M. Graña - L. M. Alonso - F. J. Torrealdea - F. Ferreres
Algebraic specification of a continuous simulation environment
Simulation environments and symbol and number processing on multi and array processors, R.C. Hutsinger, W.J.
Karplus, E.J.H. Kerckoffs, G.C. Vansteenkiste (eds.):136-140
Society for Computer Simulation
ISBN 0-911801-39-1
JOURNAL AND BOOK PAPERS 1989
Manuel Graña - Fco. Javier Torrealdea - Alicia D'Anjou - Fernando Ferreres
Semantic description of a GPSS-like hierarchical simulation
Simulation Methodologies, Languages and Architectures , G. Iazeolla, A. Lehman, H.J. van den Herik (eds.):
91-96,
Society for Computer Simulation
ISBN 0-911801-56-1
JOURNAL AND BOOK PAPERS 1991
Alicia D'Anjou - Manuel Graña - Fco. Javier Torrealdea - Mª Carmen Hernández
Computational experiences with Boltzmann machines.
Artificial Neural Networks. A.Prieto (ed.)
LNCS 540
pp. 212-215
Springer Verlag
ISBN 3-540-54537-9
JOURNAL AND BOOK PAPERS 1992
Manuel Graña
An ADA based distributed simulation environment
Modelling and Simulation 92, J.Stephenson (ed.): 290-293
Society for Computer Simulation
ISBN 0-56555-013-7
Fecha: 1992
Alicia D'Anjou - Manuel Graña - Fco. Javier Torrealdea - Mª Carmen Hernández
Máquinas de Boltzmann para la resolución del problema de la satisfacibilidad en el cálculo proposicional
Revista Española de Informática y Automática 24: 40-49
Asociación Española de Informática y Automática
JOURNAL AND BOOK PAPERS 1993
Alicia D'Anjou - Manuel Graña - Fco. Javier Torrealdea - Mª Carmen Hernández
Solving satisfiability via Boltzmann machines
IEEE Transactions on pattern analysis and machine intelligence 15: 514-521
M. C. Hernández - F. X. Albizuri - A. D'Anjou - M. Graña - F. J. Torrealdea
High order Boltzmann machines for MAX-SAT and SAT
ICANN´93, S. Gielen B. Kappen (eds.): 479-485
Springer Verlag
ISBN 3-540-19839-3
M. Graña - A. D'Anjou - F. X. Albizuri - F. J. Torrealdea - M. C. Hernández
Local stochastic competition and vector quantization
New trends in neural computation ; J. Mira, J. Cabestany, A. Prieto (eds.)
LNCS 686
pp 216- 222
Springer Verlag
ISBN 3-540-56798-4
J. Miguel, M. Graña
Towards the distributed implementation of discrete event simulation languages
Decentralized and Distributed systems, M. Cosnar, R. Puigjaner (eds) pp. 355-366
North-Holland
ISBN 0-444-81791-3
P. Larrañaga - M. Graña - A. D'Anjou - F. J. Torrealdea
Genetic algorithms elitist probabilistic of degree 1: A generalization of simulated annealing
Advances in Artificial Intelligence, Torasso (ed.)
LNAI 728
pp: 208-217
Springer Verlag
ISBN 3-540-57292-9, 0-387-72292-9
JOURNAL AND BOOK PAPERS 1994
M. Graña - A. D'Anjou - A.I. Gonzalez, F.X. Albizuri, M. Cottrell
Local stochastic competition for vector quantization of images
World congress on neural networks 94, P. Werbos, H. Szu, B. Widrow(eds.)
vol 4, pp: 205-210
Lawrence Elbaum
ISBN 0-8058-1745-X
M. Graña - V. Lavín - A. D'Anjou - F. X. Albizuri - J. A. Lozano
High order Boltzmann Machines applied to the Monk's problems
ESANN'94. Verleyse (ed.): 117-122
D Facto Press, : Bruselas
ISBN 2-96000049-1-4
M. Graña, A. d'Anjou, A.I. Gonzalez, F.X. Albizuri, M. Cottrell
Local stochastic learning rule for image vector quantization
Adaptive systems, intelligent approaches, massively parallel computing and emergent techniques in signal
processing and communcations, D. Docampo, A.R. FIgueiras (eds) 219-222
Universidad de Vigo:
ISBN 84-605-1547-8
JOURNAL AND BOOK PAPERS 1995
F. X. Albizuri - A. D'Anjou - M. Graña - F. J. Torrealdea - M. C. Hernández
The high order Boltzmann machine: learned distribution and topology
IEEE Transactions. on Neural Networks 6 (3).: 767-770
M. Graña - A. D'Anjou - A. I. González - F. X. Albizuri - M. Cottrell
Competitive stochastic neural networks for vector quantization of images
Neurocomputing:7: 187-195
A. I. González , M. Graña - A. D'Anjou
An analysis of the GLVQ algorithm
Referencia revista: IEEE Transactions on Neural Netwoks 6 (4): 1012-1016
M. Graña - A. D'Anjou - F.X. Albizuri -A. de la Hera, I. Garcia
High-order Boltzmann Machines with continuous units: some experimental results
From Natural to Artificial Computation, J. Mira, F. Sandoval (eds)
LNCS 930
pp: 144-150
Springer Verlag
ISBN 3-540-59497-3
JOURNAL AND BOOK PAPERS 1996
P. Larrañaga, C. Kuipers, R. Murga, Y. Yurramendi, M. Graña, J.A. Lozano, F.X. Albizuri, A. D'Anjou F. J.
Torrealdea
Genetic algorithms applied to Bayesian Networks
Computational learning and probabilistic reasoning, A. Gammerman (ed): 211-234
John Wiley
ISBN 0-471-96279-1
A. de la Hera, M. Graña, A. d'Anjou, F.X. Albizuri
Application of High-Order Boltzmann Machines in OCR
ESANN'96, M. Verleysen (ed): 199-204
D facto press,
: Bruselas
ISBN 2-96000049-6-5
A.I Gonzalez, M. Graña, A. d'Anjou, M. Cottrell
On the application of competitive neural networks to time-varying clustering problems
Spatiotemporal models in biological and artificial systems, F.L. Silva, JC Principe, LB Almeida (eds):
IOS press
ISBN 90-5199-304-8
49-55
M. Graña, A. D'Anjou , F.X. Albizuri, J.A. Lozano, P. Larrañaga, Y. Yurramendi, M. Hernandez, J.L. Jimenez, F.
J. Torrealdea, M. Poza, A.I. Gonzalez
Experimentos de aprendizaje con Máquinas de Boltzmann de alto orden
Informática y Automática 29(4): 42-57
Asociación Española de informática y Automática
JOURNAL AND BOOK PAPERS 1997
M. Graña, A. D'Anjou , F.X. Albizuri, M. Hernandez, F. J. Torrealdea, A.I. Gonzalez
Experiments of fast learning with High Order Boltzmann Machines
Applied Intelligence 7 (4) : 287-303
F.X. Albizuri, A. D'Anjou , M. Graña,J.A. Lozano
Convergence properties of High-Order Boltzmann Machines
Neural Networks 9(9): 1561- 1567
M. Graña, A. D´Anjou, F.J. Torrealdea
User expectations for the intelligent blackboard
Displays 17 (3-4): 143- 146
A. I. Gonzalez, M. Graña, A. D´Anjou, F.X. Albizuri, M. Cottrell
A sensitivity analysis of the Self Organizing Map as an Adaptive One-pass Non-stationary Clustering algorithm:
the case of Color Quantization of image sequences
Neural Processing Letters 6: 77-89
F.X. Albizuri, A. D'Anjou, M. Graña, P. Larrañaga
Structure of the high-order Boltzmann Machine from Independence Maps
IEEE trans. Neural Networks
8 (6): 1351-1358
A. I. Gonzalez, M. Graña, A. D´Anjou, F.X. Albizuri, M. Cottrell
Self Organizing Map for Adaptive Non-stationary Clustering: some experimental results on Color Quantization of
image sequences
ESANN’97, M. Verlysen (ed) pp 199-204
deFacto press
ISBN 2-9600049-7-3
A. I. Gonzalez, M. Graña
Competitive neural networks as adaptive algorithms for non-stationary clustering: experimental results on the
Color Quantization of image sequences
IJCNN97 vol 3 : 1602-1607
IEEE PRESS
ISBN 0-7803-4122-8
A. I. Gonzalez, M. Graña, A. D´Anjou, F.X. Albizuri
A near real-time evolutive strategy for adaptive Color Quantization of image sequences
Joint Conf. Inf. Sciences 1997, P.P. Wang (ed) vol 1 : 69-72
Duke Univ., NC, USA
ISBN 0-9643456-4-1
A. I. Gonzalez, M. Graña, J.A. Lozano, P. Larrañaga
Experimental results of a Michigan-like Evolutionary Strategy for non-stationary Clustering
Artificial Neural Nets and Genetic Algorithms; G D Smith, N C Steele and R F Albrecht (eds)pp.555-559
Springer-Verlag
ISBN 3-211-83087-1
B.Raducanu, M. Graña
An approach to face localization based on signature analysis
Proc. Wokshop on Audio-Visual Speech Processing 1997; C. Benoit, R Campbell (eds)pp 109-112
ESCA
ISSN 1018-4554
JOURNAL AND BOOK PAPERS 1998
B.Raducanu, M. Graña
Robust and fast face localization on image sequences
Euromedia’98, A. Verbraeck, M. Al-Akaidi (eds)
pp 81-85
Society for Computer Simulation
ISBN 1-56555-140-0
A. I. Gonzalez, M. Graña, A. D'Anjou, F.X. Albizuri, F.J Torrealdea
A comparison of experimental results with a Evolution Strategy and Competitive Neural Networks for near realtime Color Quantization of image sequences
Applied Intelligence :
8 (1) : 43-51
J.A. Lozano, P. Larrañaga, M. Graña
Partitional cluster analysis with Genetic Algorithms: searching for the number of clusters
Data Science, Classification, and Related Methods, C. Hayashi, K. Yajima, H.H. Bock, N. Ohsumi, Y. Tanaka, Y.
Baba (eds)pp: 117-124
Springer Verlag
ISBN 4-431-70208-3
B. Raducanu, M. Graña, A. d'Anjou, F.X. Albizuri
ANN for facial information processing: a review of recent approaches
ESANN'98, M. Verleysen (eds)pp: 369-375
dFacto press
ISBN 2-9600049-8-1
A. I. Gonzalez, M. Graña, A. d'Anjou, F.J. Torrealdea
Anticipation versus adaptation in Evolutionary Algorithms: The case of Non-Stationary Clustering
Computing Anticipatory Systems: CASYS - First International Conference, D.M. Dubois (eds)
AIP Conference Proceedings. Vol. 437
pp: 517-527
ISBN 1-56396-827-4, ISSN 0094-243X
M. Graña, A. I. Gonzalez, B. Raducanu, I. Echave
Fast face localization for mobile robots: signature analysis and color processing
Intelligent robots and computer vision XVII: Algorithms, Techniques and Active Vision, D. P. Casasent (eds)
SPIE Conference Proceedings. Vol. 3522 : . 387-398
ISBN 0-8194-2983-X
A. I. Gonzalez, M. Graña
Una estrategia evolutiva para clustering no estacionario
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 2(5): 68-73
Asociación Española para la Inteligencia Artificial (AEPIA)
ISSN: 1137-3601
JOURNAL AND BOOK PAPERS 1999
J.A. Lozano, P. Larrañaga, M. Graña, F.X. ALbizuri
Genetic Algorithms: bridging the convergence gap
Theoretical Computer Science 229 : 11-22
,
M. Graña, A.I. Gonzalez, I. Echave Jesus Ruiz-Cabello
VQ based image filtering
Pattern Recognition and Image Analysis SNRFAI’99, M.I. Torres, A. Sanfeliu (eds)
pp: 471-478
ISBN 84-95120-80-1
A.I. González, M. Graña, I. Echave, J. Ruiz-Cabello
Bayesian VQ Image Filtering design with fast adaptation Competitive Neural Networks
Engineering Applications of Bio-inspired Artificial Neural Networks J. Mira, J. V. Sanchez-Andres (eds)
LNCS 1607: 341-249
Springer Verlag
ISBN 3-540-66068-2
B. Raducanu, M. Pantic, L.J.M. Rothkrantz, M. Graña
Automatic Eyebrow tracking using boundary chain codes
ASCI'99, M. Boasson, J.A. Kaandorp, J.F.M. Tonino, M.G. Vosselman (eds) pp: 341-249
ISBN 90-803086-4-1
A.I. Gonzalez, M. Graña, M. Cottrell
Basic competitive neural networks as adaptive mechanisms for non-stationary color quantization
Neural Computing and Applications 8: 347-367
Springer Verlag
ISSN 0941-0643
M. Graña, I. Echave
Real-time optical flow computation based on adaptive color quantization by competitive neural networks
Intelligent Robots and Computer Vision XVIII, D.P. Casasent (ed)
SPIE Proceedings, vol. 3837: 165-174
ISBN.0-8194-3430-2
A.I. González, M. Graña
Diseño mediante una estrategia evolutiva de filtros para imágenes basados en agrupamiento
CAEPIA'99 pp: 106-113
ISBN 931170-2-1
JOURNAL AND BOOK PAPERS 2000
A.I. Gonzalez, M. Graña
Experimental results of an Evolution Strategy for VQ Image Filtering
Proc 5th JCIS, P.P. Wang (ed) pp: 1066-1069
Duke University, NC
ISBN 0-9643456-9-2
A.I. Gonzalez, M. Graña
Colour Quantization of Image Sequences using competitive neural networks
Image Processing II: Mathematical Methods, Algorithms & Applications, J.M. Blackledge, M.J. Turner (eds)
pp: 313-338
Horwood publishing
ISBN 1-898563-61-6
A.I. Gonzalez, M. Graña, F.X. Albizuri, A. D'Anjou, F.J. Torrealdea
A Near Real-Time Evolution-based Adaptation Strategy for Dynamic Color Quantization of Image Sequences
Information Sciences, Int. J.
122: 161-183
J. Ruiz Cabello, I Rodriguez, P. Avilés, M. Graña, I. Echave, J. Regadera, D. Gargallo, M. Cortijo
Magnetic resonance imaging to monitor the biology of inflammation
European Biophysics Journal 29(4-5)
: 363
ISSN: 0175-7571
I Rodriguez, M. Graña, I. Echave, P. Barreiro, M. Cortijo, J. Ruiz Cabello
MR image processing using neural networks and vector quantization
Magnetic Resonance Materials in Physics, Biology and Medicine (MAGMA) 11 supl 1: 143
Alicia d'Anjou, C. Sarasola, F.J. Torrealdea, M. Graña
Parameter adaptive global synchronization of Lorenz chaotic systems
AS-SPCC-2000 S. Haykin (ed) pp: 471-476
IEEE press
ISBN 0-7803-5800-7
C. Sarasola, F.J. Torrealdea, Alicia d'Anjou, M. Graña
Synchronisation of non identical chaotic systems
Control of oscillations and chaos, F.L Chernousko, A.L. Fradkov (eds) pp: 475-479
ISBN 0-7803-6434-1
Monica Tellechea, Manuel Graña, Begoña Ortiz de Zarate
On the application of Competitive Neural Networks for Unsupervised analysis of hyperespectral remote sensing
images
DASIA2000
pp: 465 -469
European Space Agency
ISBN 92-9092-669-4
Bogdan Raducanu, Manuel Graña
Morphological Networks for robust visual processing in mobile robotics
IJCNN'2000, S-I Amari, C. Lee Giles, M. Gori, V. Piuri (eds) VI: 140-143
IEEE Press
ISBN 0-7695-0619-4
Elsa Fernandez, Imanol Echave, Manuel Graña
Increased robustness in visual processing with SOM-based filtering
IJCNN'2000 S-I Amari, C. Lee Giles, M. Gori, V. Piuri (eds) VI: 131-134
IEEE Press
ISBN 0-7695-0619-4
Elsa Fernandez, Imanol Echave, , Manuel Graña
Competitive Neural Networks for robust computation of optical flow
ESANN'2000, M. Verleysen(ed) pp: 89-94
D-Facto pubs
ISBN 2-930307-00-5
M. Graña B. Raducanu
A grayscale hit-or.-miss transform based on level sets
ICIP’2000
IEEE Press
ISBN 0-7803-6300-0
M. Graña , I. Echave, J. Ruiz-Cabello
VQ based Bayesian image filtering
ICIP’2000
IEEE Press
ISBN 0-7803-6300-0
M. Graña, I. Rebollo
Image indexing based on Vector Quantization
Referencia libro: Internet Multimedia Management Systems, J.R. Smith, C. Le, S. Panchanathan, CC Jay Kuo
(eds)
Proc SPIE vol 4210: 256-261
ISBN 0-8194-3875-8
B. Raducanu, M. Graña
Testing some morphological approaches to face localization
Mathematical Morphology and its applications to image and signal processing, J. Goutsias, L. Vincent, D.S.
Bloomberg (eds) pp: 415-424
Kluwer Acad. Pub.
ISBN 0-7923-7862-8
B. Raducanu, M. Graña
Face localization based on the morphological multiscale fingerprint
15th Int. Conf. Pattern Recognition ICPR2000, A. Sanfeliu, J.J. Villnueva, M. Vanrell, R. Alquezar, A.K. Jain, J.
Kitter (eds) pp: 929 -932
IEEE press
ISBN 0-7695-0750-6
F.X. Albizuri, A.I. Gonzalez, M. Graña, A. D'Anjou
Neural learning for distributions on categorical data
Neurocomputing 34: 1-9
JOURNAL AND BOOK PAPERS 2001
M. Graña B. Raducanu
Morphological techniques for human face localization
IMAGE PROCESSING III: Mathematical Methods, Algorithms & Applications , JONATHAN
M.BLACKLEDGE, MARTIN J.TURNER, MICHAEL J.RYCROFT (eds)
Horwood pubs
ISBN 1-898563-72-1
B. Raducanu, M. Graña, F.X. Albizuri, A. D'Anjou
Face localization based on the morphological multiscale fingerprints
Pattern Recognition Letters 22: 359-371
A.I. Gonzalez, M. Graña, J. Ruiz-Cabello, A. d'Anjou
Experimental results of an Evolution-based Adaptation Strategy for VQ Image Filtering
Referencia revista: Information Sciences, Int. J. 133 (3-4): 249-266
M.C. Hernandez, F.X Albizuri, A. d'Anjou, M. Graña, F.J. Torrealdea
Efficient solution of MAX-SAT and SAT via higher order Boltzmann Machines
Investigacion Operacional, 22 (1) : 67-78
Dept. Matematica Aplicada, Fac. Matematica y Computación, Universidad de la Habana
A. d'Anjou,C. Sarasola, F.J. Torrealdea, R. Orduna, M. Graña
Parameter adaptive identical synchronization disclosing Lorenz chaotic mask
Physical Review E, E63 : 046213
M. Tellechea, M. Graña
Application of competitive neural networks for unsupervised analysis os hyperspectral remote sensing images
Image and signal processing for remote sensing VI, S.B.\ Serpico (ed)
SPIE, vol 4170
ISBN 0-8194-3826-X
B. Raducanu, M. Graña
Visual self-localization with Morphological Neural Networks
ESANN'2001, M. Verleysen (ed) pp: 25-30
dFacto Press
ISBN 2-930307-01-3
B. Raducanu, M. Graña
On the application of heteroassociative morphological memories to face localization
Bio-inspired applications of connectionism, Jose Mira, ALberto Prieto (eds)
LNCS 2085
pp: 563-570
Springer Verlag
ISBN 3-540-42237-4
B. Raducanu, M. Graña
Adaptive kernels for morphological heteroassociative neural networks
Application of artificial neural networks in image processing VI Nasrabadi N.M., A.K. Katsaggelos (eds)
SPIE, vol 4305 : 130-137
ISBN 0-8194-3983-5
B. Raducanu, M. Graña, P. Sussner
Morphologica Neural Networks for vision-based self-localization
Proc IEEE International Conf. Robotics and Automation ICRA 2001 Wook H. Kwon, Beom H. Lee (eds) pp:
2059-2064
IEEE Press
ISBN 0-7803-6475--9
M. Graña, B. Raducanu
Some applications of Morphologica Neural Networks
Proc IEEE International Joint Conf. Neural Networks IJCNN'01
pp: 2218-2523
IEEE Press
ISBN 0-7803-7046--5
B. Raducanu, M. Graña
An approach to visual self-localization for mobile robots
MESM'2001 pp: 65-69
SCS Europe
ISBN 1-56555-230-X
M. Graña, B. Raducanu
On the application of morphological heteroassociative neural networks
ICIP'2001 I. Pitas (ed) pp: 501-504
IEEE Press
ISBN 0-7803-6727-8
JOURNAL AND BOOK PAPERS 2002
C. Sarasola, F.J. Torrealdea, A. d'Anjou, M. Graña
Cost of synchronizing different chaotic systems
Mathematics and Computers in Simulation 58: 309-327
J. Ruiz-Cabello, M. Cortijo, I. Echave, M. Graña y otros
Monitoring actute inflammatory processes in the mouse muscle by MR imaging and spectroscopy: a comparision
with pathological results
NMR in Biomedicine
15: 204-214
B. Raducanu, M. Graña
Increasing the Robustness of Heteroassociative Morphological Memories for Practical Applications
Mathematical Morphology. Proc. of the VI International Symposium ISMM 2002 H. Talbot, R. Beare (eds)
pp379-388
CSIRO Publishing, Australia
ISBN 0-643-06804
C. Hernandez, M. Graña, F.J. Torrealdea
On the study of Genetic Algorithms in the hard region of SAT
JCIS'2002, H.J. Caulfield, S.H. Chen, H.D. Cheng, R. Duro, V. Honavar, E.E. Kerre, M. Lu, M. Graña, T.K. Shih,
D. Ventura, P.P. Wang, Y. Yang (eds) pp598-601
ISBN 0-9707890-1-7
M. Graña, I. Echave, J. Ruiz-Cabello, M. Cortijo
Segmentation of infected tissues in MRI based on VQBF filtering
ICSP'02; Yuan B., Tang X. (eds) pp: 1540-1543
IEEE Press
ISBN 0-7803-7488--6
D. Vicente, M. Graña
Effect of color space in image indexing based on region CQ
2002 IEEE INt. Conf. on Systems, Man and Cybernetics, A. el Kamel, K. Mellouli, P. Borne (eds)
IEEE Press
ISBN 0-7803-7438-X
M. Graña
Robust estimation of the optical flow based on VQBF
Biologically inspired robot behavior engineering; Richard Duro, Jose Santos, Manuel Graña (eds) pp351-364
Springer Verlag
ISBN 3-7908-1513-6
B. Raducanu, P. Sussner, M. Graña
Steps towards one-shot vision-based self-localization
Biologically inspired robot behavior engineering; Richard Duro, Jose Santos, Manuel Graña (eds) pp: 265-294
Springer Verlag
ISBN 3-7908-1513-6
M. Graña, B. Raducanu, P. Sussner, G. Ritter
On endmember detection in hyperspectral images with morphological associative memories
Advances in Artificial Intelligence- IBERAMIA 2002; F.J. Garijo, J.C. Riquelme, M. Toro (eds)
LNAI 2527 pp: 526-535
Springer Verlag
ISBN 3-540-00131-X
Lopez de Ipina, K. Ezeiza, N. Bordel G Grana, M
Morphological segmentation for speech processing in Basque
Speech Synthesis, 2002. Proceedings of 2002 pp: 187- 190
IEEE Press
ISBN 0-7803-7395-2
JOURNAL AND BOOK PAPERS 2003
C. Sarasola, F.J. Torrealdea, A. d'Anjou, M. Graña
Feedback synchronization of chaotic systems
Int. J. Bifurcation and Chaos 13(1): 177-191
B. Raducanu, M. Graña, F.X. Albizuri
Morphological Scale Spaces and Associative Morphological Memories: Results on Robustness and Practical
Applications
Journal of Mathematical Imaging and Vision 9(2): 113-131
C. Sarasola, F.J. Torrealdea, A. d’Anjou, A. Moujaid, M. Graña,
Nonzero error synchronization of chaotic systems via dynamic coupling
Physica D 177(1-4): 39-49
R. Perez de Alejo, J. Ruiz-Cabello, M. Cortijo, I. Rodriguez, I. Echave, J. Regadera, J. Arrazola, P. Avilés, P.
Barreiro, D. Gargallo, M. Graña
Computer- Assisted Enhanced Volumetric Segmentation Magnetic Resonance Imaging Data Using a Mixture of
Artificial Neural Networks
Magnetic Resonance Imaging 21: 901-912
Lopez de Ipina K., M. Peña Garikano, G. Bordel, M. Graña
Selection of lexical units for continuous speech recognition of Basque
Actas VIII simposio INternacional de Comunicación Social, Santiago de Cuba, 20-24 Enero 2003 pp: 600-605
Centro de Lingüistica aplicada, Ministerio de Ciencia, tecnología y medio ambiente
ISBN 959-7174-01-4
F. Xabier Albizuri, Manuel Graña, Bogdan Raducanu
Statistical transmission delay guarantee for nonreal-time traffic multiplexed with real-time traffic
Computer Communications
26: 1365-1375
Karmele Lopez de Ipina, Manuel Graña, Ekaitz Zulueta, Aitzol Ezeiza
Selección de unidades léxicas para reconocimiento automático del habla continua en Euskera
Procesamiento del Lenguage Natural, sept. 2003 31: 115-122
Manuel Graña, Peter Sussner, Gerhard Ritter
Innovative applications of associative morphological memories for image processing and pattern recognition
Mathware & Soft Computing 10(2-3): 155-168
M. Graña, J. Gallego
Associative Morphological Memories for Endmember Induction
IGARSS’2003
IEEE Press
ISBN 0-7803-7930-6
Manuel Graña, Josune Gallego
On the application of Associative Morphological Memories to Hyperspectral Image Analysis
Artificial Neural Nets Problem Soving Methods (IWANN'2003)
LNCS 2687 Parte II: 567-574
Springer Verlag
ISBN 3-540-40211-x
M. Graña, J. Gallego
Associative morphological memories for spectral unminxing
ESANN’2003, M. Verleysen (ed) pp: 481-486
dfacto press
ISBN 2-930307-03-x
M. Graña , P. Sussner, G. Ritter
Associative morphological memories for endmember determination in spectral unmixing
FUZZ-IEEE’2003 pp: 1285-1290
IEEE Press
ISBN 0-7803-7811-3
M. Graña, J. Gallego
Hyperespectral image analysis with associative morphological memories
ICIP’2003
IEEE Press
ISBN 0-7803-7751-6
Pablo Ayala, David Vicente, Iñigo Barandiaran, Manuel Graña
Exploring Simple Visual Languages for Real Time Human-Computer Interaction
VECIMS’2003 pp: . 107-112
IEEE Press
ISBN 0-7803-7785-0
M. Graña, Josune Gallego, Carmen Hernandez
A single individual evolutionary strategy for endmember search in hyperspectral images
JCIS 2003, 7th Joint Conf. on Information Sciences pp: 363-366
Duke University, Association for Intelligent Machinery
ISBN 0-9707980-2-5
K. Lopez de Ipina,M. Graña, N. Ezeiza, M. Hernandez, E. Zulueta, A. Ezeiza, C. Tovar
Selection of lexical units for continous speech recognition of basque
Progress in pattern recognition, speech and image análisis, A. Sanfeliu, J. Ruiz-Schulcloper (eds)
LNCS 2905:. 244-250
Springer Verlag
ISBN 3-540-20590-x
K. Lopez de Ipina,M. Graña, N. Ezeiza, M. Hernandez, E. Zulueta, A. Ezeiza
Decision tree-based context dependent sublexical units for continuous speech recognition of basque
Progress in pattern recognition, speech and image análisis, A. Sanfeliu, J. Ruiz-Schulcloper (eds)
LNCS 2905:. 259-265
Springer Verlag
ISBN 3-540-20590-x
M. Graña, J. Gallego
More results on AMM for endmember induction
Image and signal processing for remote sensing IX, Lorenzo Bruzzone (ed) : 316-327
SPIE Press vol 5238
ISBN 0-8194-5221-5
M. Graña, J. Gallego, Carmen Hernandez
Further results on AMM for endmember induction
IEEE 2003 Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, Lorenzo Bruzzone (ed)
IEEE Press
ISBN 0-7803-8351-6
JOURNAL AND BOOK PAPERS 2004
M. Graña, J. Gallego, C. Hernandez
A Single Individual Evolutionary Strategy for Endmember Search in Hyperspectral Images.
Information Sciences, Int. J 161(3-4): 181-197
B. Raducanu, Manuel Graña, F.X. Albizuri, A. d'Anjou
A Probabilistic Hit-and-Miss Tranform for Face Localization
Pattern Análisis and Applications 7: 117-127
Elsa Fernandez, Manuel Graña, Jesús Ruiz-Cabello
On a Gradient Based Evolution Strategie For Parametric Illumination Correction
Electronics Letters 40(9): 531-532
Cecilia Sarasola, Francisco J. Torrealdea, Alicia d'Anjou, Abdel Moujahid, Manuel Graña
Energy balance in feedback synchronization of chaotic systems
Physical review E 69 doi 011606
E. Fernandez, M. Graña, J. Ruiz-Cabello
An Instantaneous Memetic Algorithm for Illumination Correction
CEC2004
IEEE Press
ISBN 0-7803-8516-0
M. Graña, A. d'Anjou
Feature Extraction by Linear Spectral Unmixing
Knowledge-Based Intelligent Information and Engineering Systems. Part I, M. Negoita, R.J. Howlett,
L.C. Jain (eds)
LNAI 3213: 692-697
Springer Verlag
ISBN 3-540-23318-0
E. Fernandez, M. Graña, J. Ruiz-Cabello
Simultaneous Adaptive Segmentation and Parametric Correction of Illumination inhomogeneities in
MRI
MEDSIP2004 pp: 225-229
IEE Press
ISBN 0-86431-439-7
Mikel Pajares, Pablo Ayala, Inmaculada Fajardo, David Vicente, Manuel Graña
Usability analysis of a pointing gesture interface
IEEE Int. Conf. Systems, Man & Cybernetics pp: 2652-2657
IEEE Press
ISBN 0-7803-8567-5
JOURNAL AND BOOK PAPERS 2005
Gurutze Arzamendi, Alicia d'Anjou, Manuel Graña, José R. Leiza, José M. Asua
Model reduction in emulsion polymerization using hybrid first principles/artificial neural networks
models 2a Long Chain Branching Kinetics
Macromol. Theory Simul. 14: 125-132
J.M. Martinez-Otzeta, B. Sierra, E. Lazkano, M. Ardaiz, A. Arruti, Y. Yurramendi, Manuel Graña
On the construction and use of a bi-level multiclassifier for image analysis and automatic surface
identification in robotics
GESTS Interantional Transaction on COmputer Science and Engineering 5(1): 149-158
C. Sarasola, A. d'Anjou, F.J. Torrealdea, Manuel Graña
Minimization of the energy flow in the synchronization of nonindentical chaotic systems
Physical Review E 72:026223
Manuel Graña, Alicia d'Anjou, Xabier Albizuri
Morphological memories for feature extraction in hyperspectral images
ESANN 2005, Michael Verleysen, (ed.) pp: 497-502
dFacto press
ISBN 2-930307-05-6
Diego Sal, Manuel Graña
Introducing a Watermarking with a Multi-Objective Genetic Algorithm
GECCO 2005 pp: 2219-2220
ACM Press
ISBN 1-59593-010-8
Diego Sal, Manuel Graña
Multi-Objective Genetic Algorithm for Semi-Fragile Watermarking
JCIS 2005
pp: 520-523
Duke University, Association for Intelligent Machinery
ISBN 0-9707890-3-3
Maite Garcia, Elsa Fernandez, Manuel Graña, F. Javier Torrealdea
A gradient descent MRI illumination correction algorithm
Computational Intelligence and Bioinspired Systems, IWANN 2005, Cabestany, Joan; Prieto, Alberto;
Sandoval, Francisco (Eds.)
LNCS 3512 : 913-920
Springer Verlag
ISBN 3-540-26208-3
I. Villaverde, S. Ibañez, F. X. Albizuri, M. Graña
Morphological neural networks for real-time vision based self-localization
Soft Computing as transdisciplinary Science and Techonology, Proc. WSTST'05, Ajith Abrham, Y.
Dote, T. Furuhashi, M. Köpen, A. Ohuchi, Y. Ohsawa (eds) pp: 70-79
Springer Verlag, Advances in Soft Computing
ISBN 3-540-25055-7
Orlando Maldonado, David Vicente, Manuel Graña,
CBIR Indexing Hyperspectral Images
IGARSS 2005
IEEE Press
ISBN 0-7803-9051-2
D. Sal, M. Graña
Hyperspectral Image Watermarking with an Evolutionary Algorithm
Referencia libro: Knowledge-Based Intelligent Information and Engineering Systems (KES 2005),
Rajiv Khosla, Robert J. Howlett, and Lakhmi C. Jain (Eds.)
LNAI 3681
: 833-839
Springer Verlag
ISBN 3-540-28894-5
Orlando Maldonado, David Vicente, Manuel Graña, Alicia d'Anjou
Content based retrieval of hyperspectral images using AMM induced endmembers
Knowledge-Based Intelligent Information and Engineering Systems (KES 2005), Rajiv Khosla, Robert
J. Howlett, and Lakhmi C. Jain (Eds.)
LNAI 3681 : 827-832
Springer Verlag
ISBN 3-540-28894-5
Manuel Graña, Orlando Maldonado, David Vicente
Morphological independence and hyperspectral image indexing
Mathematical Methods in Pattern and Image Analysis, Jaakko T. Astola, Ioan Tabus,; Junior Barrera, (eds)
SPIE vol. 5916 pp: 213-222
ISBN 0-8194-5921-6
JOURNAL AND BOOK PAPERS 2006
M. Graña, R. Moreno, F.X. Albizuri
Convex coordinates based on lattice independent sets as pattern features
WCCI 2006, FUZZ-IEEE 2006 pp: 821-826
IEEE Press
ISBN 0-7803-9490-9
Ana I. Gonzalez, Alicia d'Anjou, and Manuel Graña
Convergence of SOM and NG as GNC algorithms
WCCI 2006, IJCNN 2006 pp: 6578-6584
IEEE Press
ISBN 0-7803-9490-9
D. Sal, M. Graña, A. d'Anjou
A MOGA to place the Watermark in an Hyperspectral Image
IGARSS 2006
IEEE Press
ISBN 0-7803-9490-9
C. Hernández, J. Gallego, M. Graña
On performance indices for unsupervised multispectral image classification
IGARSS 2006
IEEE Press:
ISBN 0-7803-9490-9
Ana I. González, Alicia D'Anjou, M. Teresa García-Sebastian, Manuel Graña
SOM and Neural Gas as graduated nonconvexity algorithms
M. Gavrilova et al. (eds) Computational Science and its Applications, ICCSA 2006, part 3,
LNCS 3982
: 1143-1152
final:
Springer Verlag
ISBN 3-540-34075-0
C. Hernández, J. Gallego, M.T. Garcia-Sebastian, and M. Graña
On clustering performance indices for multispectral images
B. Gabrys, R.J. Howlett, and L.C. Jain (Eds.): KES 2006, Part III, , 2006. Springer-Verlag Berlin
Heidelberg
LNAI 4253 : 277--283
Springer Verlag
ISBN 3-540-46542-1
C. Hernández, M. Graña, K. Lopez de Ipina, A. Arruti
Modelos ocultos de Markov
Aprendizaje Automático: conceptos básicos y avanzados, B. Sierra (ed.) 133-161
Pearson Educación
ISBN 84-8322-318-X
I. Villaverde, M. Graña , A. d'Anjou
Morphological Neural Networks for Localization and Mapping
CIMSA 2006 : 9-14
IEEE Press
ISBN 1-4244-0245-X
Andoni Beristain, Pablo Ayala, Mikel Pajares and Manuel Grana
Innovae Emotional Trainer: An Interactive System to Measure People's Acting Skills
VECIMS 2006, : 172-177
IEEE Press
ISBN 1-4244-0243-3
I. Villaverde, M. Graña, and A. d'Anjou
Morphological Neural Networks and Vision Based Mobile Robot Navigation
Stefanos Kollias, Andreas Stafylopatis, Wodzisaw Duch, and Erkki Oja (Eds.), Artificial Neural
Networks -- ICANN 2006
LNCS 4131 pp. 878-887
Springer Verlag
ISBN 3-540-38625-4
F.J. Torrealdea, A. d'Anjou, Manuel Graña, C. Sarasola
Energy aspects of the synchronization of model neurons
Referencia revista: Physical Review E 74 : 011905
JOURNAL AND BOOK PAPERS 2007
Maite Garcia-Sebastián, Elsa Fernandez, M. Graña; Francisco J. Torrealdea ,
A parametric gradient descent MRI intensity inhomogeneity correction algorithm
Pattern Recognition Letters 28(13) :1657 -1666
Ivan Villaverde, Alicia d'Anjou, M. Graña
Morphological Neural Networks and Vision Based Simultaneous Localization and Mapping
Integrated Computer-Aided Engineering 14(4)
:355 final:
363
I. Villaverde, M. Graña, and A. d'Anjou
Morphological Independence for Landmark Detection in Vision Based SLAM
Computational and ambient intelligence, F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds)
LNCS 4507
:
837 -844
Springer Verlag
ISBN 3-540-73006-0
ISSN 0302-9743
Maite García-Sebastián, Ana I. Gonzalez, and Manuel Graña
Derivation of SOM-like rules for intensity inhomogeneity correction in MRI
Computational and ambient intelligence, F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds)
LNCS 4507 pp:
Springer Verlag
ISBN 3-540-73006-0
669 -676
ISSN 0302-9743
Manuel Graña, Ivan Villaverde, Ramon Moreno, and Francisco X. Albizuri
Convex coordinates from lattice independent sets for visual pattern recognition
Computational Intelligence Based on Lattice Theory, G. Ritter, V. Kaburlasos (eds)
pp99 -126
Springer Verlag
ISBN 978-3-540-72686-9
Zelmar Echegoyen and Alicia d'Anjou and Manuel Graña
Modeling a Legged Robot for Visual Servoing
Computational Science and Its Applications -- ICCSA 2007, Osvaldo Gervasi and Marina L.
Gavrilova (eds)
LNCS 4707
:
798 -810
Springer Verlag
ISBN 978-3-540-74482-5
Maite García-Sebastián and Manuel Graña
SOM for intensity inhomogeneity correction in MRI
ESANN 2007, M. Verleysen (ed) pp: 109 - 114
d-side publications
ISBN 2-930307-07-2
Ramon Moreno, Manuel Grana Romay, Miguel Angel Veganzones
A Remote Mycological Assistant
IDAACS'2007, Anatoly Sachenko, Peter J. A. Reusch, Richard Duro, Wieslaw Winiecki, (eds) pp.:408
-412
IEEE Press
ISBN 1-4244-1348-6
I. Villaverde, M. Graña, and J.L. Jimenez
Lattice Independence and Vision Based Mobile Robot Navigation
Knowledge-Based Intelligent Information and Engineering
Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.)
LNAI 4693: 1196 -1203
Springer Verlag
ISBN 978-3-540-74826-7
Zelmar Echegoyen, Alicia d’Anjou, and Manuel Graña
Contribution to legged robot visual servoing
Knowledge-Based Intelligent Information and Engineering
Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.)
LNAI 4693
Páginas, inicial:
1179 final:
1186
Fecha:
Editorial (si libro):
Springer Verlag
Lugar de publicación:
ISBN 978-3-540-74826-7
Systems,
KES
2007,
Systems,
KES
2007,
I. Cearreta J.M. López K. López de Ipiña, M.Hernandez N. Garay M. Graña A. Álvarez
Affective Computing as a component of Ambient Intelligence
INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao,
Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel
Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang \& Paul P. Wang (eds), pp:
1580-1586
World Scientific
ISBN eISBN 978-981-270-967-7
M. Graña, J.L. Jimenez and C. Hernandez
Lattice Independence, Autoassociative Morphological Memories and unsupervised
segmentation of Hyperspectral Images
INFORMATION SCIENCES 2007, Proceedings of the 10th Joint Conference, Paul Yingjun Cao,
Hengda Cheng, Donald Hung, Cengiz Kahraman, Chung Wha Ngo, Yukio Ohsawa, Manuel
Grana Romay, Mu Chun Su, Athanasios Vasilakos, Douglas Wang \& Paul P. Wang (eds),
pp:
1624-1631
World Scientific
ISBN eISBN 978-981-270-967-7
Jose Orlando Maldonado, David Vicente Herrera, Manuel Graña Romay
Visual texture characterization of recycled paper quality
Innovations in Hybrid Intellligent Systems
Advnces in Soft Computing 44
pp: 288- 295
Springer Verlag
ISBN 978-3-540-74971-4
M. Graña
State of the art in lattice computing for artificial intelligence applications
Mathematical and Computational Models, R. Nadarajan R. Anitha, C. Porkodi (eds)
pp:
233 -242
Narosa Publishing House
ISBN 978-81-7319-882-3
Israel Rebollo, Manuel Graña
Gestión Multiagente de Almacenes Usando RFID
1 jornadas científicas sobre RFID, A. García, J. Bravo, R. Hervás, J.C. Encinas, Gabriel
Chavira,
Salvador W. Nava, J. M. Pastor, P. García, J. G.Escribano (EDS)
pp:
7 -12
ISBN 978-84-612-0542-4