Manuel Graña

Edward Szczerbicki, Manuel Graña, Jorge Posada, Carlos Toro: Current Research Advances and Implementations in Smart Knowledge-Based Systems: Part I. Cybernetics and Systems 44(2-3): 95-97 (2013)

Iñigo Barandiaran, Manuel Graña, Marcos Nieto: An Empirical Evaluation of Interest Point Detectors. Cybernetics and Systems 44(2-3): 98-117 (2013)

Edward Szczerbicki, Manuel Graña, Jorge Posada, Carlos Toro: Current Research Advances and Implementations in Smart Knowledge-Based Systems: Part II. Cybernetics and Systems 44(2-3): 184-186 (2013)

Arkaitz Artetxe, Eider Sanchez, Carlos Toro, Cesar Sanín, Edward Szczerbicki, Manuel Graña, Jorge Posada: Impact of Reflexive Ontologies in Semantic Clinical Decision Support Systems. Cybernetics and Systems 44(2-3): 187-203 (2013)

Alexandre Savio, Manuel Graña: Deformation based feature selection for Computer Aided Diagnosis of Alzheimer's Disease. Expert Syst. Appl. 40(5): 1619-1628 (2013)

Manuel Graña, Ana Isabel González-Acuna: Learning parsimonious dendritic classifiers. Neurocomputing 109: 3-8 (2013)

Borja Fernández-Gauna, Ion Marqués, Manuel Graña: Undesired state-action prediction in multi-agent reinforcement learning for linked multi-component robotic system control. Inf. Sci. 232: 309-324 (2013)

Manuel Graña, Adrian Agreda: Trust models and applications in communication and multi-agent systems. KES Journal 17(2): 187-193 (2013)

Carlos Toro, Eider Sanchez, Eduardo Carrasco, Leonardo Mancilla-Amaya, Cesar Sanín, Edward Szczerbicki, Manuel Graña, Patricia Bonachela, Carlos Parra, Gloria Bueno, Frank Guijarro: Using Set of Experience Knowledge Structure to Extend a Rule Set of Clinical Decision Support System for Alzheimer's Disease Diagnosis. Cybernetics and Systems 43(2): 81-95 (2012)

Carlos Toro, Javier Vaquero, Manuel Graña, Cesar Sanín, Edward Szczerbicki, Jorge Posada: Building Domain Ontologies from Engineering Standards. Cybernetics and Systems 43(2): 114-126 (2012)

José Manuel López-Guede, Borja Fernández-Gauna, Manuel Graña, Ekaitz Zulueta: Improving the Control of Single Robot Hose Transport. Cybernetics and Systems 43(4): 261-275 (2012)

Manuel Graña, Miguel Angel Veganzones: Endmember induction by lattice associative memories and multi-objective genetic algorithms. EURASIP J. Adv. Sig. Proc. 2012: 64 (2012)

Manuel Graña, Emilio Corchado, Michal Wozniak: Special issue: HAIS 2010. Logic Journal of the IGPL 20(3): 533-535 (2012)

Josune Gallego, Carmen Hernández, Manuel Graña: A morphological cellular automata based on morphological independence. Logic Journal of the IGPL 20(3): 617-624 (2012)

Blanca Cases, Israel Rebollo, Manuel Graña: A hybrid spatial - social - logical model explaining human behaviour in emergency situations. Logic Journal of the IGPL 20(3): 625-633 (2012)

Israel Rebollo, Manuel Graña, Blanca Cases: Effect of Spatial Percolation on the convergence of a Graph Coloring Boid Swarm. International Journal on Artificial Intelligence Tools 21(6) (2012)

Emilio Corchado, Manuel Graña, Michal Wozniak: Editorial: New trends and applications on hybrid artificial intelligence systems. Neurocomputing 75(1): 61-63 (2012)

Darya Chyzhyk, Manuel Graña, Alexandre Savio, Josu Maiora: Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI. Neurocomputing 75(1): 72-77 (2012)

Manuel Graña, Emilio Corchado, Michal Wozniak: Special Issue on Hybrid Artificial Intelligent Systems. Journal of Mathematical Imaging and Vision 42(2-3): 101-102 (2012)

Peter Sussner, Estevão Laureano Esmi, Ivan Villaverde, Manuel Graña: The Kosko Subsethood Fuzzy Associative Memory (KS-FAM): Mathematical Background and Applications in Computer Vision. Journal of Mathematical Imaging and Vision 42(2-3): 134-149 (2012)

Zelmar Echegoyen, José Manuel López-Guede, Borja Fernández-Gauna, Manuel Graña: Visual Servoing of Legged Robots. Journal of Mathematical Imaging and Vision 42(2-3): 196-211 (2012)

Andoni Beristain, Manuel Graña, Ana Isabel González: A Pruning Algorithm for Stable Voronoi Skeletons. Journal of Mathematical Imaging and Vision 42(2-3): 225-237 (2012)

Iván Macía, Manuel Graña, Céline Paloc: Knowledge management in image-based analysis of blood vessel structures. Knowl. Inf. Syst. 30(2): 457-491 (2012)

Manuel Graña, Ivan Villaverde, José Manuel López-Guede, Borja Fernández-Gauna: Lattice independent component analysis for appearance-based mobile robot localization. Neural Computing and Applications 21(5): 1031-1042 (2012)

M. Termenon, Manuel Graña: A Two Stage Sequential Ensemble Applied to the Classification of Alzheimer's Disease Based on MRI Features. Neural Processing Letters 35(1): 1-12 (2012)

Manuel Graña, Miguel Angel Veganzones: An endmember-based distance for content based hyperspectral image retrieval. Pattern Recognition 45(9): 3472-3489 (2012)

Ion Marqués, Manuel Graña: Face recognition with lattice independent component analysis and extreme learning machines. Soft Comput. 16(9): 1525-1537 (2012)

Izaro Goienetxea, Iñigo Barandiaran, Carlos Jauquicoa, Gregory Maclair, Manuel Graña: Image Analysis Pipeline for Automatic Karyotyping. HAIS (2) 2012: 392-403

Ramón Moreno, Manuel Graña: A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates. HAIS (2) 2012: 404-415

Josu Maiora, Manuel Graña: A Hybrid Segmentation of Abdominal CT Images. HAIS (2) 2012: 416-423

Miguel Angel Veganzones, Manuel Graña: Hybrid Computational Methods for Hyperspectral Image Analysis. HAIS (2) 2012: 424-435

Ion Marqués, Manuel Graña: Image Security and Biometrics: A Review. HAIS (2) 2012: 436-447

M. Termenon, Manuel Graña, Alfonso Barrós-Loscertales, J. C. Bustamante, César Ávila: Cocaine Dependent Classification Using Brain Magnetic Resonance Imaging. HAIS (2) 2012: 448-454

Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña: A Novel Lattice Associative Memory Based on Dendritic Computing. HAIS (2) 2012: 491-502

Iván Macía, Manuel Graña: Vascular Section Estimation in Medical Images Using Combined Feature Detection and Evolutionary Optimization. HAIS (2) 2012: 503-513

Manuel Graña: Lattice computing in hybrid intelligent systems. HIS 2012: 1-5

Manuel Graña, Darya Chyzhyk: Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery. HIS 2012: 537-542

Borja Ayerdi, Josu Maiora, Manuel Graña: Active learning of Hybrid Extreme Rotation Forests for CTA image segmentation. HIS 2012: 543-548

Miguel Angel Veganzones, Mihai Datcu, Manuel Graña: Dictionary based Hyperspectral Image Retrieval. ICPRAM (1) 2012: 426-432

Ramón Moreno, Manuel Graña: About Gradient Operators on Hyperspectral Images. ICPRAM (1) 2012: 433-437

Josu Maiora, Manuel Graña: Abdominal CTA image analisys through active learning and decision random forests: Aplication to AAA segmentation. IJCNN 2012: 1-7

Manuel Graña, Adrian Agreda: Trust in communication and multiagent systems. KES 2012: 816-822

Eider Sanchez, Carlos Toro, Arkaitz Artetxe, Manuel Graña, Eduardo Carrasco, Frank Guijarro: A Semantic Clinical Decision Support System: conceptual architecture and implementation guidelines. KES 2012: 1390-1399

Iñigo Barandiaran, Gregory Maclair, Izaro Goienetxea, Carlos Jauquicoa, Manuel Graña: A Comparative Study of Classifier Ensembles for Karyotyping. KES 2012: 1400-1407

Arkaitz Artetxe, Eider Sanchez, Carlos Toro, Cesar Sanín, Edward Szczerbicki, Manuel Graña, Jorge Posada: Speed-up of a Knowledge-Based Clinical Diagnosis System using Reflexive Ontologies. KES 2012: 1480-1489

Emilio Corchado, Václav Snásel, Ajith Abraham, Michal Wozniak, Manuel Graña, Sung-Bae Cho (Eds.): Hybrid Artificial Intelligent Systems - 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part I. Lecture Notes in Computer Science 7208, Springer 2012, isbn 978-3-642-28941-5

Emilio Corchado, Václav Snásel, Ajith Abraham, Michal Wozniak, Manuel Graña, Sung-Bae Cho (Eds.): Hybrid Artificial Intelligent Systems - 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part II. Lecture Notes in Computer Science 7209, Springer 2012, isbn 978-3-642-28930-9

Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett, Lakhmi C. Jain (Eds.): Advances in Knowledge-Based and Intelligent Information and Engineering Systems - 16th Annual KES Conference, San Sebastian, Spain, 10-12 September 2012. Frontiers in Artificial Intelligence and Applications 243, IOS Press 2012, isbn 978-1-61499-104-5

Javier Vaquero, Carlos Toro, Manuel Graña: Preserving Virtual Engineering Knowledge through the Product Life Cycle. Cybernetics and Systems 42(2): 124-138 (2011)

Alexandre Savio, M. Teresa García-Sebastián, Darya Chyzhyk, Carmen Hernández, Manuel Graña, A. Sistiaga, A. López de Munain, Jorge Villanúa: Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI. Comp. in Bio. and Med. 41(8): 600-610 (2011)

Iván Macía, Manuel Graña, Josu Maiora, Céline Paloc, Mariano de Blas: Detection of type II endoleaks in abdominal aortic aneurysms after endovascular repair. Comp. in Bio. and Med. 41(10): 871-880 (2011)

Manuel Graña, Darya Chyzhyk, Maite García-Sebastián, Carmen Hernández: Lattice independent component analysis for functional magnetic resonance imaging. Inf. Sci. 181(10): 1910-1928 (2011)

Ivan Villaverde, Manuel Graña: Neuro-evolutionary mobile robot egomotion estimation with a 3D ToF camera. Neural Computing and Applications 20(3): 345-354 (2011)

Alexandre Savio, Manuel Graña, Jorge Villanúa: Deformation Based Features for Alzheimer's Disease Detection with Linear SVM. HAIS (2) 2011: 336-343

Josu Maiora, Manuel Graña: A Hybrid System for Survival Analysis after EVAR Treatment of AAA. HAIS (2) 2011: 344-351

Ramón Moreno, Manuel Graña, Alicia D'Anjou: A Hybrid Color Distance for Image Segmentation. HAIS (2) 2011: 447-454

José Manuel López-Guede, Borja Fernández-Gauna, Manuel Graña, Ekaitz Zulueta: Empirical Study of Q-Learning Based Elemental Hose Transport Control. HAIS (2) 2011: 455-462

Borja Fernández-Gauna, José Manuel López-Guede, Manuel Graña: Towards Concurrent Q-Learning on Linked Multi-Component Robotic Systems. HAIS (2) 2011: 463-470

Ramón Moreno, Manuel Graña, Alicia D'Anjou: A Geometrical Method of Diffuse and Specular Image Components Separation. IWANN (2) 2011: 83-89

Elsa Fernandez, Manuel Graña, Jorge Villanúa: High Resolution Segmentation of CSF on Phase Contrast MRI. IWINAC (2) 2011: 96-103

Darya Chyzhyk, Ann K. Shinn, Manuel Graña: Exploration of LICA Detections in Resting State fMRI. IWINAC (2) 2011: 104-111

M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, Manuel Graña: Alzheimer Disease Classification on Diffusion Weighted Imaging Features. IWINAC (2) 2011: 120-127

Borja Fernández-Gauna, José Manuel López-Guede, Manuel Graña: Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems. IWINAC (1) 2011: 148-155

Ion Marqués, Manuel Graña: Experiments on Lattice Independent Component Analysis for Face Recognition. IWINAC (2) 2011: 286-294

Eider Sanchez, Carlos Toro, Eduardo Carrasco, Gloria Bueno, Carlos Parra, Patricia Bonachela, Manuel Graña, Frank Guijarro: An Architecture for the Semantic Enhancement of Clinical Decision Support Systems. KES (2) 2011: 611-620

Manuel Graña, Ana Isabel González-Acuna: Towards Relevance Dendritic Computing. NaBIC 2011: 588-593

Miguel Angel Veganzones, Manuel Graña: Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System Upon Scarce Data. SOCO 2011: 47-56

Nora Barroso, Karmele López de Ipiña, Manuel Graña, Aitzol Ezeiza: Language Identification for Under-Resourced Languages in the Basque Context. SOCO 2011: 475-483

Nora Barroso, Karmele López de Ipiña, Odei Barroso, Manuel Graña, Aitzol Ezeiza: Cross-Lingual Approaches: The Basque Case. SOCO 2011: 485-493

Nora Barroso, Karmele López de Ipiña, Manuel Graña, Carmen Hernández: Experiments for the Selection of Sub-Word Units in the Basque Context. SOCO 2011: 495-504

Maite Termenon Conde, Manuel Graña: Further Results on Alzheimer Disease Detection on Structural MRI Features. SOCO 2011: 515-522

Darya Chyzhyk, Manuel Graña: Optimal Hyperbox Shrinking in Dendritic Computing Applied to Alzheimer's Disease Detection in MRI. SOCO 2011: 543-550

Manuel Graña, Alexandre Savio, Maite García-Sebastián, Elsa Fernandez: A lattice computing approach for on-line fMRI analysis. Image Vision Comput. 28(7): 1155-1161 (2010)

Iñigo Barandiaran, Céline Paloc, Manuel Graña: Real-time optical markerless tracking for augmented reality applications. J. Real-Time Image Processing 5(2): 129-138 (2010)

Zelmar Echegoyen, Ivan Villaverde, Ramón Moreno, Manuel Graña, Alicia D'Anjou: Linked multi-component mobile robots: Modeling, simulation and control. Robotics and Autonomous Systems 58(12): 1292-1305 (2010)

Ion Marqués, Manuel Graña: Face Processing for Security: A Short Review. CISIS 2010: 89-96

Ramón Moreno, Manuel Graña, Alicia D'Anjou: An image color gradient preserving color constancy. FUZZ-IEEE 2010: 1-5

Jon Haitz Legarreta, Fernando Boto, Iván Macía, Josu Maiora, Guillermo García, Céline Paloc, Manuel Graña, Mariano de Blas: Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-Up. HAIS (1) 2010: 500-507

Josu Maiora, Guillermo García, Iván Macía, Jon Haitz Legarreta, Fernando Boto, Céline Paloc, Manuel Graña, Javier Sanchez Abuín: Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair. HAIS (1) 2010: 524-531

Manuel Graña, Blanca Cases, Carmen Hernández, Alicia D'Anjou: Further Results on Swarms Solving Graph Coloring. ICCSA (3) 2010: 541-551

Andoni Beristain, Manuel Graña: A Stable Skeletonization for Tabletop Gesture Recognition. ICCSA (1) 2010: 610-621

Manuel Graña, Carmen Hernández, Alicia D'Anjou, Blanca Cases: Percolating Swarm Dynamics. IEA/AIE (3) 2010: 538-545

Iván Macía, Manuel Graña, Céline Paloc: Towards a Proposal for a Vessel Knowledge Representation Model. KES (4) 2010: 80-87

Ivan Villaverde, Zelmar Echegoyen, Ramón Moreno, Manuel Graña: Experiments on Robotic Multi-agent System for Hose Deployment and Transportation. PAAMS (Special Sessions and Workshops) 2010: 573-580

Ramón Moreno, Manuel Graña, Alicia D'Anjou: A Color Transformation for Robust Detection of Color Landmarks in Robotic Contexts. PAAMS (Special Sessions and Workshops) 2010: 665-672

Karmele López de Ipiña, M. C. Hernández, Manuel Graña, E. Martínez, C. Vaquero: A Computer-Aided Decision Support System for Shoulder Pain Pathology. PAAMS (Special Sessions and Workshops) 2010: 705-712

José Orlando Maldonado, Manuel Graña: Recycled paper visual indexing for quality control. Expert Syst. Appl. 36(5): 8807-8815 (2009)

Manuel Graña: Lattice computing and natural computing. Neurocomputing 72(10-12): 2065-2066 (2009)

Manuel Graña, Ivan Villaverde, José Orlando Maldonado, Carmen Hernández: Two lattice computing approaches for the unsupervised segmentation of hyperspectral images. Neurocomputing 72(10-12): 2111-2120 (2009)

Maite García-Sebastián, Ana Isabel González, Manuel Graña: An adaptive field rule for non-parametric MRI intensity inhomogeneity estimation algorithm. Neurocomputing 72(16-18): 3556-3569 (2009)

Blanca Cases, Francisco Javier Olasagasti, Abdelmalik Moujahid, Alicia D'Anjou, Manuel Graña: Chaotic Patterns in Crowd Simulation. ECAL (2) 2009: 408-415

Manuel Graña, Ivan Villaverde, José Manuel López-Guede, Borja Fernández: Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation. HAIS 2009: 121-128

Manuel Graña, Maite García-Sebastián, Carmen Hernández: Lattice Independent Component Analysis for fMRI Analysis. ICANN (2) 2009: 725-734

Alexandre Savio, Maite García-Sebastián, Carmen Hernández, Manuel Graña, Jorge Villanúa: Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection. IDEAL 2009: 641-648

Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Céline Paloc, Manuel Graña: An Automatic Segmentation and Reconstruction of Mandibular Structures from CT-Data. IDEAL 2009: 649-655

Josu Maiora, Guillermo García, Arantxa Tapia, Iván Macía, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Mariano de Blas: Stent Graft Change Detection After Endovascular Abdominal Aortic Aneurysm Repair. IDEAL 2009: 656-663

Iván Macía, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García, Mariano de Blas: Segmentation of Abdominal Aortic Aneurysms in CT Images Using a Radial Model Approach. IDEAL 2009: 664-671

Manuel Graña: Watermarking Authentication Based on the Orthogonality of Pseudo-Random Binary Sequences. IPCV 2009: 1002-1007

Maite García-Sebastián, Alex Manhaes Savio, Manuel Graña, Jorge Villanúa: On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI. IWANN (1) 2009: 957-964

Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa: Results of an Adaboost Approach on Alzheimer's Disease Detection on MRI. IWINAC (2) 2009: 114-123

Zelmar Echegoyen, Alicia D'Anjou, Manuel Graña: On the Control of a Multi-robot System for the Manipulation of an Elastic Hose. IWINAC (2) 2009: 382-389

Ivan Villaverde, Manuel Graña: An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera. IWINAC (2) 2009: 390-398

Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanín, Edward Szczerbicki: Domain Modeling Based on Engineering Standards. KES (1) 2009: 95-102

Ramón Moreno, Manuel Graña, Alicia D'Anjou, Carmen Hernández: Bayesian Reflectance Component Separation. KES (2) 2009: 846-852

Carlos Toro, Manuel Graña, Jorge Posada, Cesar Sanín, Edward Szczerbicki: An Architecture for the Semantic Enhancement of Virtual Engineering Applications. Intelligent Systems for Knowledge Management 2009: 175-195

Maite García-Sebastián, Alex Manhaes Savio, Manuel Graña: Comments on an evolutionary intensity inhomogeneity correction algorithm. IEEE Congress on Evolutionary Computation 2008: 4146-4150

Manuel Graña: A brief review of lattice computing. FUZZ-IEEE 2008: 1777-1781

Ivan Villaverde, Manuel Graña: A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera. HAIS 2008: 657-664

Ramón Moreno, Alicia D'Anjou, Manuel Graña: Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model. HAIS 2008: 665-672

José Manuel López-Guede, Manuel Graña, Ekaitz Zulueta: On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System. HAIS 2008: 673-679

Ivan Villaverde, Zelmar Echegoyen, Manuel Graña: Neuro-Evolutive System for Ego-Motion Estimation with a 3D Camera. ICONIP (1) 2008: 1021-1028

Zelmar Echegoyen, Alicia D'Anjou, Ivan Villaverde, Manuel Graña: Towards the Adaptive Control of a Multirobot System for an Elastic Hose. ICONIP (1) 2008: 1045-1052

José Manuel López-Guede, Manuel Graña, Ekaitz Zulueta, Oscar Barambones: Economical Implementation of Control Loops for Multi-robot Systems. ICONIP (1) 2008: 1053-1059

Miguel Angel Veganzones, Manuel Graña: Endmember Extraction Methods: A Short Review. KES (3) 2008: 400-407

Iñigo Barandiaran, Charlotte Cottez, Céline Paloc, Manuel Graña: Random Forest Classifiers for Real-Time Optical Markerless Tracking. VISAPP (2) 2008: 559-564

José Orlando Maldonado, David Vicente, Manuel Graña: Visual Texture Characterization of Recycled Paper Quality. Innovations in Hybrid Intelligent Systems 2008: 288-295

Maite García-Sebastián, Elsa Fernandez, Manuel Graña, Francisco Javier Torrealdea: A parametric gradient descent MRI intensity inhomogeneity correction algorithm. Pattern Recognition Letters 28(13): 1657-1666 (2007)

Maite García-Sebastián, Manuel Graña: SOM for intensity inhomogeneity correction in MRI. ESANN 2007: 109-114

Zelmar Echegoyen, Alicia D'Anjou, Manuel Graña: Modeling a Legged Robot for Visual Servoing. ICCSA (3) 2007: 798-810

Maite García-Sebastián, Ana Isabel González, Manuel Graña: Derivation of SOM-Like Rules for Intensity Inhomogeneity Correction in MRI. IWANN 2007: 676-683

Ivan Villaverde, Manuel Graña, Alicia D'Anjou: Morphological Independence for Landmark Detection in Vision Based SLAM. IWANN 2007: 847-854

Zelmar Echegoyen, Alicia D'Anjou, Manuel Graña: Contribution to Legged Robot Visual Servoing. KES (2) 2007: 1179-1186

Ivan Villaverde, Manuel Graña, J. L. Jimenez: Lattice Independence and Vision Based Mobile Robot Navigation. KES (2) 2007: 1196-1203

Manuel Graña, Ivan Villaverde, Ramón Moreno, Francisco X. Albizuri: Convex Coordinates From Lattice Independent Sets for Visual Pattern Recognition. Computational Intelligence Based on Lattice Theory 2007: 101-128

Francisco Sandoval Hernández, Alberto Prieto, Joan Cabestany, Manuel Graña (Eds.): Computational and Ambient Intelligence, 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebastián, Spain, June 20-22, 2007, Proceedings. Lecture Notes in Computer Science 4507, Springer 2007, isbn 978-3-540-73006-4

Ivan Villaverde, Manuel Graña, Alicia D'Anjou: Morphological Neural Networks and Vision Based Mobile Robot Navigation. ICANN (1) 2006: 878-887

Ana Isabel González, Alicia D'Anjou, M. Teresa García-Sebastián, Manuel Graña: SOM and Neural Gas as Graduated Nonconvexity Algorithms. ICCSA (3) 2006: 1143-1152

D. Sal, Manuel Graña, Alicia D'Anjou: A MOGA to Place the Watermark in an Hyperspectral Image. IGARSS 2006: 783-786

Ana Isabel González, Alicia D'Anjou, Manuel Graña: Convergence of SOM and NG as GNC algorithms. IJCNN 2006: 3546-3552

Carmen Hernández, Josune Gallego, M. Teresa García-Sebastián, Manuel Graña: On Clustering Performance Indices for Multispectral Images. KES (3) 2006: 277-283

Manuel Graña, F. Xabier Albizuri, Alicia D'Anjou: Morphological memories for feature extraction in hyperspectral images. ESANN 2005: 497-502

José Orlando Maldonado, David Vicente, Manuel Graña: CBIR indexing hyperspectral images. IGARSS 2005: 1202-1205

M. Garcia, Elsa Fernandez, Manuel Graña, Francisco Javier Torrealdea: A Gradient Descent MRI Illumination Correction Algorithm. IWANN 2005: 913-920

José Orlando Maldonado, David Vicente, Manuel Graña, Alicia D'Anjou: Content Based Retrieval of Hyperspectral Images Using AMM Induced Endmembers. KES (1) 2005: 827-832

D. Sal, Manuel Graña: Hyperspectral Image Watermarking with an Evolutionary Algorithm. KES (1) 2005: 833-839

Ivan Villaverde, S. Ibañez, Francisco X. Albizuri, Manuel Graña: Morphological Neural Networks for Real-time Vision Based Self-Localization. WSTST 2005: 70-79

Manuel Graña: Overview of the issue: FEA 2002. Inf. Sci. 161(3-4): 95-97 (2004)

Manuel Graña, Carmen Hernández, Josune Gallego: A single individual evolutionary strategy for endmember search in hyperspectral images. Inf. Sci. 161(3-4): 181-197 (2004)

Bogdan Raducanu, Manuel Graña, F. Xabier Albizuri, Alicia D'Anjou: A probabilistic hit-and-miss transform for face localization. Pattern Anal. Appl. 7(2): 117-127 (2004)

Manuel Graña, Alicia D'Anjou: Feature Extraction by Linear Spectral Unmixing. KES 2004: 692-698

Mikel Pajares, Pablo Ayala, Inmaculada Fajardo, David Vicente, Manuel Graña: Usability analysis of a pointing gesture interface. SMC (3) 2004: 2652-2657

F. Xabier Albizuri, Manuel Graña, Bogdan Raducanu: Statistical transmission delay guarantee for nonreal-time traffic multiplexed with real-time traffic. Computer Communications 26(12): 1365-1375 (2003)

Cecilia Sarasola, Francisco Javier Torrealdea, Alicia D'Anjou, Abdelmalik Moujahid, Manuel Graña: Feedback Synchronization of Chaotic Systems. I. J. Bifurcation and Chaos 13(1): 177-191 (2003)

Peter Sussner, Manuel Graña: Guest Editorial: Special Issue on Morphological Neural Networks. Journal of Mathematical Imaging and Vision 19(2): 79-80 (2003)

Bogdan Raducanu, Manuel Graña, F. Xabier Albizuri: Morphological Scale Spaces and Associative Morphological Memories: Results on Robustness and Practical Applications. Journal of Mathematical Imaging and Vision 19(2): 113-131 (2003)

Karmele López de Ipiña, Manuel Graña, Ekaitz Zulueta, Aitzol Ezeiza: Selección de unidades léxicas para reconocimiento automático del habla continua en euskera. Procesamiento del Lenguaje Natural 31 (2003)

Karmele López de Ipiña, Manuel Graña, Nerea Ezeiza, M. Hernández, Ekaitz Zulueta, Aitzol Ezeiza, C. Tovar: Selection of Lexical Units for Continuous Speech Recognition of Basque. CIARP 2003: 244-250

Karmele López de Ipiña, Manuel Graña, Nerea Ezeiza, M. Hernández, Ekaitz Zulueta, Aitzol Ezeiza: Decision Tree-Based Context Dependent Sublexical Units for Continuous Speech Recognition of Basque. CIARP 2003: 259-265

Manuel Graña, Josune Gallego: Associative morphological memories for spectral unmixing. ESANN 2003: 481-486

Manuel Graña, Josune Gallego: Hyperspectral image analysis with associative morphological memories. ICIP (3) 2003: 549-552

Manuel Graña, Josune Gallego, Francisco Javier Torrealdea, Alicia D'Anjou: On the Application of Associative Morphological Memories to Hyperspectral Image Analysis. IWANN (2) 2003: 567-574

Cecilia Sarasola, Francisco Javier Torrealdea, Alicia D'Anjou, Manuel Graña: Cost of synchronizing different chaotic systems. Mathematics and Computers in Simulation 58(4-6): 309-327 (2002)

Manuel Graña, Bogdan Raducanu, Peter Sussner, Gerhard X. Ritter: On Endmember Detection in Hyperspectral Images with Morphological Associative Memories. IBERAMIA 2002: 526-535

Carmen Hernández, Manuel Graña, Francisco Javier Torrealdea: On the Study of Genetic Algorithms to Evaluate Simplified Models for Protein Structure Prediction. JCIS 2002: 598-601

Manuel Graña: Evolutionary algorithms. Inf. Sci. 133(3-4): 101-102 (2001)

Ana Isabel González, Manuel Graña, Jesús Ruiz-Cabello, Alicia D'Anjou, F. Xabier Albizuri: Experimental results of an evolution-based adaptation strategy for VQ image filtering. Inf. Sci. 133(3-4): 249-266 (2001)

Bogdan Raducanu, Manuel Graña, F. Xabier Albizuri, Alicia D'Anjou: Face localization based on the morphological multiscale fingerprints. Pattern Recognition Letters 22(3/4): 359-371 (2001)

Bogdan Raducanu, Manuel Graña: Visual self-localization with morphological neural networks. ESANN 2001: 25-30

Bogdan Raducanu, Manuel Graña: On the application of morphological heteroassociative neural networks. ICIP (1) 2001: 501-504

Bogdan Raducanu, Manuel Graña, Peter Sussner: Morphological Neural Networks for Vision Based Self-Localization. ICRA 2001: 2059-2064

Bogdan Raducanu, Manuel Graña: On the Application of Heteroassociative Morphological Memories to Face Localization. IWANN (2) 2001: 563-570

F. Xabier Albizuri, Ana Isabel González, Manuel Graña, Alicia D'Anjou: Neural learning for distributions on categorical data. Neurocomputing 34(1-4): 1-9 (2000)

Ana Isabel González, Manuel Graña, F. Xabier Albizuri, Alicia D'Anjou, Francisco Javier Torrealdea: A Near Real-Time Evolution-Based Adaptation Strategy for Dynamic Color Quantization of Image Sequences. Inf. Sci. 122(2-4): 161-183 (2000)

Elsa Fernandez, Imanol Echave, Manuel Graña: Competitive neural networks for robust computation of the optical flow. ESANN 2000: 89-94

Manuel Graña, Imanol Echave, Jesús Ruiz-Cabello: VQ Based Bayesian Image Filtering. ICIP 2000: 451-454

Bogdan Raducanu, Manuel Graña: A Grayscale Hit-or-Miss Transform Based on Level Sets. ICIP 2000: 931-933

Bogdan Raducanu, Manuel Graña: Face Localization Based on the Morphological Multiscale Fingerprint. ICPR 2000: 2925-2928

Elsa Fernandez, Imanol Echave, Manuel Graña: Increased Robustness in Visual Processing with SOM-Based Filtering. IJCNN (6) 2000: 131-134

Bogdan Raducanu, Manuel Graña: Morphological Neural Networks for Robust Visual Processing in Mobile Robotics. IJCNN (6) 2000: 140-143

Ana Isabel González, Manuel Graña, Marie Cottrell: Basic Competitive Neural Networks as Adaptive Mechanisms for Non-Stationary Colour Quantisation. Neural Computing and Applications 8(4): 347-367 (1999)

José Antonio Lozano, Pedro Larrañaga, Manuel Graña, F. Xabier Albizuri: Genetic Algorithms: Bridging the Convergence Gap. Theor. Comput. Sci. 229(1): 11-22 (1999)

Ana Isabel González, Manuel Graña, Imanol Echave, Jesús Ruiz-Cabello: Bayesian VQ Image Filtering Design with Fast Adaption Competitive Neural Networks. IWANN (2) 1999: 341-350

Ana Isabel González, Manuel Graña: Una estrategia evolutiva para clustering no estacionario. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 2(5): 68-73 (1998)

Ana Isabel González, Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri, Francisco Javier Torrealdea: A Comparison of Experimental Results with an Evolution Strategy and Competitive Neural Networks for Near Real-Time Color Quantization of Image Sequences. Appl. Intell. 8(1): 43-51 (1998)

Bogdan Raducanu, Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri: ANN for facial information processing: a review of recent approaches. ESANN 1998: 369-376

Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri, M. C. Hernández, Francisco Javier Torrealdea, A. de la Hera, Ana Isabel González: Experiments of Fast Learning with High Order Boltzmann Machines. Appl. Intell. 7(4): 287-303 (1997)

Ana Isabel González, Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri, Marie Cottrell: A Sensitivity Analysis of the Self Organizing Maps as an Adaptive One-pass Non-stationary Clustering Algorithm: the Case of Color Quantization of Image Sequences. Neural Processing Letters 6(3): 77-89 (1997)

F. Xabier Albizuri, Alicia D'Anjou, Manuel Graña, Pedro Larrañaga: Structure of the high-order Boltzmann machine from independence maps. IEEE Trans. Neural Netw. Learning Syst. 8(6): 1351-1358 (1997)

Ana Isabel González, Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri, Marie Cottrell: Self organizing map for adaptive non-stationary clustering: some experimental results on color quantization of image sequences. ESANN 1997

F. Xabier Albizuri, Alicia D'Anjou, Manuel Graña, José Antonio Lozano: Convergence Properties of High-order Boltzmann Machines. Neural Networks 9(9): 1561-1567 (1996)

A. de la Hera, Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri: Application of high-order Boltzmann machines in OCR. ESANN 1996

Manuel Graña, Alicia D'Anjou, Ana Isabel González, F. Xabier Albizuri, Marie Cottrell: Competitive stochastic neural networks for Vector Quantization of images. Neurocomputing 7(2): 187-195 (1995)

Francisco X. Albizuri, Alicia D'Anjou, Manuel Graña, Francisco Javier Torrealdea, Maria del Carmen Hernádez Gomez: The high-order Boltzmann machine: learned distribution and topology. IEEE Trans. Neural Netw. Learning Syst. 6(3): 767-770 (1995)

Ana Isabel González, Manuel Graña, Alicia D'Anjou: An analysis of the GLVQ algorithm. IEEE Trans. Neural Netw. Learning Syst. 6(4): 1012-1016 (1995)

Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri, A. de la Hera, I. Garcia: High Order Boltzmann Machines with Continuous Units: Some Experimental Results. IWANN 1995: 144-150

Manuel Graña, Víctor Lavín Puente, Alicia D'Anjou, Francisco X. Albizuri, José Antonio Lozano: High-order Boltzmann machines applied to the Monk's problems. ESANN 1994

Alicia D'Anjou, Manuel Graña, Francisco Javier Torrealdea, M. C. Hernández: Solving Satisfiability Via Boltzmann Machines. IEEE Trans. Pattern Anal. Mach. Intell. 15(5): 514-521 (1993)

Pedro Larrañaga, Manuel Graña, Alicia D'Anjou, Francisco Javier Torrealdea: Genetic Algorithms Elitist Probabilistic of Degree 1, a generalization of Simulated Annealing. AI*IA 1993: 208-217

J. Miguel, Manuel Graña: Towards the Distributed Implementation of Discrete Event Simulation Languages. Decentralized and Distributed Systems 1993: 355-366

Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri, Francisco Javier Torrealdea, M. C. Hernández: Local Stochastic Competition and Vector Quantization. IWANN 1993: 216-222

Alicia D'Anjou, Manuel Graña, M. C. Hernández, Francisco Javier Torrealdea: Computational Experiments with Boltzmann Machines. IWANN 1991: 212-215