Capí­tulos de Libro

2020

Toro C., Graña M., Sanchez E., Sanin C., Szczerbicki E. (2020) Experience Based Clinical Decision Support Systems. An Overview and Case Studies.

Szczerbicki E., Sanin C. (eds) Knowledge Management and Engineering with Decisional DNA. Intelligent Systems Reference Library, vol 183. Springer, Cham

DOI https://doi.org/10.1007/978-3-030-39601-5_5

2019

Nuñez-Gonzalez J.D., Sá A.G.., Graña M. (2019) Testing Modified Confusion Entropy as Split Criterion for Decision Trees.

Pérez García H., Sánchez González L., Castejón Limas M., Quintián Pardo H., Corchado Rodríguez E. (eds) Hybrid Artificial Intelligent Systems. HAIS 2019. Lecture Notes in Computer Science, vol 11734. Springer, Cham

Izquierdo A., Lopez-Guede J.M., Graña M. (2019) Road Lane Landmark Extraction

A State-of-the-art Review.

Pérez García H., Sánchez González L., Castejón Limas M., Quintián Pardo H., Corchado Rodríguez E. (eds) Hybrid Artificial Intelligent Systems. HAIS 2019. Lecture Notes in Computer Science, vol 11734. Springer, Cham

Fernandez-Gauna B., Larrucea X., Graña M. (2019) Reinforcement Learning Experiments Running Efficiently over Widly Heterogeneous Computer Farms.

Pérez García H., Sánchez González L., Castejón Limas M., Quintián Pardo H., Corchado Rodríguez E. (eds) Hybrid Artificial Intelligent Systems. HAIS 2019. Lecture Notes in Computer Science, vol 11734. Springer, Cham

Graña M. (2019) Dynamic Airspace Configuration- A Short Review of Computational Approaches.

Nguyen N., Chbeir R., Exposito E., Aniorté P., Trawiński B. (eds) Computational Collective Intelligence. ICCCI 2019. Lecture Notes in Computer Science, vol 11683. Springer, Cham

Graña M. (2020)

Lattice Auto-Associative Memories Induced Multivariate Morphology for Hyperspectral Image Spectral-Spatial Classification. In: Burduk R., Kurzynski M., Wozniak M. (eds) Progress in Computer Recognition Systems. CORES 2019. Advances in Intelligent Systems and Computing, vol 977. Springer, Cham

Torre-Tojal L., Lopez-Guede J.M., Graña M. (2019)

Geospatial Modeling Using LiDAR Technology. In: Rocha Á., Adeli H., Reis L., Costanzo S. (eds) New Knowledge in Information Systems and Technologies. WorldCIST'19 2019. Advances in Intelligent Systems and Computing, vol 931. Springer, Cham

Romero-Hernandez P., de Lope Asiain J., Graña M. (2019)

Deep Learning Prediction of Gait Based on Inertial Measurements. In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo Moreo J., Adeli H. (eds) Understanding the Brain Function and Emotions. IWINAC 2019. Lecture Notes in Computer Science, vol 11486. Springer, Cham

Graña M., de Lope Asiain J. (2019)

A Short Review of Some Aspects of Computational Neuroethology. In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo Moreo J., Adeli H. (eds) Understanding the Brain Function and Emotions. IWINAC 2019. Lecture Notes in Computer Science, vol 11486. Springer, Cham

Echaniz O., Graña M. (2019)

BIOTHINGS: A Pipeline Creation Tool for PAR-CLIP Sequence Analsys. In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo Moreo J., Adeli H. (eds) Understanding the Brain Function and Emotions. IWINAC 2019. Lecture Notes in Computer Science, vol 11486. Springer, Cham

Graña M., Triguero A. (2019)

An Approach to Teach Nao Dialogue Skills. In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo Moreo J., Adeli H. (eds) Understanding the Brain Function and Emotions. IWINAC 2019. Lecture Notes in Computer Science, vol 11486. Springer, Cham

Araquistain I.B., Garmendia X., Graña M., de Lope Asiain J. (2019)

Fusion of Inertial Motion Sensors and Electroencephalogram for Activity Detection. In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo Moreo J., Adeli H. (eds) Understanding the Brain Function and Emotions. IWINAC 2019. Lecture Notes in Computer Science, vol 11486. Springer, Cham

Moraleda S., de Lope Asiain J., Graña M. (2019)

Recognizing Cognitive Activities Through Eye Tracking. In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo Moreo J., Adeli H. (eds) Understanding the Brain Function and Emotions. IWINAC 2019. Lecture Notes in Computer Science, vol 11486. Springer, Cham

Lopez-Guede J.M., Graña M., Estevez J. (2020)

Neural Model of a Specific Single Proton Exchange Membrane PEM Fuel Cell. In: Martínez Álvarez F., Troncoso Lora A., Sáez Muñoz J., Quintián H., Corchado E. (eds) 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019). SOCO 2019. Advances in Intelligent Systems and Computing, vol 950. Springer, Cham

Estevez J., Garate G., López-Guede J.M., Graña M. (2020)

Using Scratch to Improve Undergraduate Students’ Skills on Artificial Intelligence. In: Martínez Álvarez F., Troncoso Lora A., Sáez Muñoz J., Quintián H., Corchado E. (eds) International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019). CISIS 2019, ICEUTE 2019. Advances in Intelligent Systems and Computing, vol 951. Springer, Cham

2018

O. Echaniz and M. Graña,

A Comparison of PAR-CLIP Peak Calling Approaches on Noisy Data, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Madrid, Spain, 2018, pp. 2017-2023. doi 10.1109/BIBM.2018.8621210

Ozaeta L., Graña M. (2018)

A View of the State of the Art of Dialogue Systems. In: de Cos Juez F. et al. (eds) Hybrid Artificial Intelligent Systems. HAIS 2018. Lecture Notes in Computer Science, vol 10870. Springer, Cham

Alonso M., Izaguirre A., Graña M. (2019)

Current Research Trends in Robot Grasping and Bin Picking. In: Graña M. et al. (eds) International Joint Conference SOCO’18-CISIS’18-ICEUTE’18. SOCO’18-CISIS’18-ICEUTE’18 2018. Advances in Intelligent Systems and Computing, vol 771. Springer, Cham

Estevez J., Elizetxea X., Garate G. (2019)

Development of a Workshop About Artificial Intelligence for Schools. In: Graña M. et al. (eds) International Joint Conference SOCO’18-CISIS’18-ICEUTE’18. SOCO’18-CISIS’18-ICEUTE’18 2018. Advances in Intelligent Systems and Computing, vol 771. Springer, Cham

Lopez-Guede J.M., Ramos-Hernanz J.A., Estevez J., Garmendia A., Torre L., Graña M. (2018)

Electrical Behavior Modeling of Solar Panels Using Extreme Learning Machines. In: de Cos Juez F. et al. (eds) Hybrid Artificial Intelligent Systems. HAIS 2018. Lecture Notes in Computer Science, vol 10870. Springer, Cham

Torre-Tojal L., Lopez-Guede J.M., Graña M. (2019)

LiDAR Applications for Energy Industry. In: Graña M. et al. (eds) International Joint Conference SOCO’18-CISIS’18-ICEUTE’18. SOCO’18-CISIS’18-ICEUTE’18 2018. Advances in Intelligent Systems and Computing, vol 771. Springer, Cham

Núñez-González J.D., Graña M., Lopez-Guede J.M. (2019)

Prelude of an Educational Innovation Project: Discussing a Redesign of the Continuous Assessment in Mathematics for Chemistry and Geology Bachelor Degree Students. In: Graña M. et al. (eds) International Joint Conference SOCO’18-CISIS’18-ICEUTE’18. SOCO’18-CISIS’18-ICEUTE’18 2018. Advances in Intelligent Systems and Computing, vol 771. Springer, Cham

Perez I., Rekalde I., Ozaeta L., Graña M. (2019)

Proposal of Robot-Interaction Based Intervention for Joint-Attention Development. In: Graña M. et al. (eds) International Joint Conference SOCO’18-CISIS’18-ICEUTE’18. SOCO’18-CISIS’18-ICEUTE’18 2018. Advances in Intelligent Systems and Computing, vol 771. Springer, Cham

Ozaeta L., Graña M. (2019)

On Intelligent Systems for Storytelling. In: Graña M. et al. (eds) International Joint Conference SOCO’18-CISIS’18-ICEUTE’18. SOCO’18-CISIS’18-ICEUTE’18 2018. Advances in Intelligent Systems and Computing, vol 771. Springer, Cham

Lopez-Guede J.M., Ramos-Hernanz J.A., Apiñaniz E., Mesanza A., Delgado R., Graña M. (2019)

Intra and Intergroup Cooperative Learning in Industrial Informatics Area. In: Graña M. et al. (eds) International Joint Conference SOCO’18-CISIS’18-ICEUTE’18. SOCO’18-CISIS’18-ICEUTE’18 2018. Advances in Intelligent Systems and Computing, vol 771. Springer, Cham

Porto A., Irigoyen E., Larrea M. (2019)

A PSO Boosted Ensemble of Extreme Learning Machines for Time Series Forecasting. In: Graña M. et al. (eds) International Joint Conference SOCO’18-CISIS’18-ICEUTE’18. SOCO’18-CISIS’18-ICEUTE’18 2018. Advances in Intelligent Systems and Computing, vol 771. Springer, Cham

2017

Lopez-Guede J.M., Ramos-Hernanz J.A., Estevez J., Garmendia A., Graña M. (2017)

Neuronal Electrical Behavior Modeling of Solar Panels. In: Martínez de Pisón F., Urraca R., Quintián H., Corchado E. (eds) Hybrid Artificial Intelligent Systems. HAIS 2017. Lecture Notes in Computer Science, vol 10334. Springer, Cham

Leire Roa-Barco, Oscar Serradilla-Casado, Mikel de Velasco-Vázquez, Asier López-Zorrilla, Manuel Graña, Darya Chyzhyk, Catherine Price (2018)

A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI. In: Kurzynski M., Wozniak M., Burduk R. (eds) Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017. CORES 2017. Advances in Intelligent Systems and Computing, vol 578. Springer, Cham

Jiménez-Bascones J.L., Graña M. (2018)

An Ensemble of Weak Classifiers for Pattern Recognition in Motion Capture Clouds of Points. In: Kurzynski M., Wozniak M., Burduk R. (eds) Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017. CORES 2017. Advances in Intelligent Systems and Computing, vol 578. Springer, Cham

Artetxe A., Larburu N., Murga N., Escolar V., Graña M. (2018)

Heart Failure Readmission or Early Death Risk Factor Analysis: A Case Study in a Telemonitoring Program. In: Chen YW., Tanaka S., Howlett R., Jain L. (eds) Innovation in Medicine and Healthcare 2017. KES-InMed 2018 2017. Smart Innovation, Systems and Technologies, vol 71. Springer, Cham

Graña M., Echaniz O., Rodriguez-Vigil B., Labayen I. (2018)

Automated Segmentation of Visceral Adiposity in MRI in Obese Children. In: Kurzynski M., Wozniak M., Burduk R. (eds) Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017. CORES 2017. Advances in Intelligent Systems and Computing, vol 578. Springer, Cham

Ozaeta L., Graña M. (2017)

Agent-Based Spatial Dynamics Explaining Sustained Opinion Survival. In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo Moreo J., Adeli H. (eds) Biomedical Applications Based on Natural and Artificial Computing. IWINAC 2017. Lecture Notes in Computer Science, vol 10338. Springer, Cham

https://doi.org/10.1007/978-3-319-59773-7_15

López-Zorrilla A. et al. (2017)

Brain White Matter Lesion Segmentation with 2D/3D CNN.

In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo Moreo J., Adeli H. (eds) Natural and Artificial Computation for Biomedicine and Neuroscience. IWINAC 2017. Lecture Notes in Computer Science, vol 10337. Springer, Cham

https://doi.org/10.1007/978-3-319-59740-9_39

Artetxe A., Graña M., Beristain A., Ríos S. (2017)

Emergency Department Readmission Risk Prediction: A Case Study in Chile.

In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo Moreo J., Adeli H. (eds) Biomedical Applications Based on Natural and Artificial Computing. IWINAC 2017. Lecture Notes in Computer Science, vol 10338. Springer, Cham

https://doi.org/10.1007/978-3-319-59773-7_2

Echaniz O., Graña M. (2017)

Ongoing Work on Deep Learning for Lung Cancer Prediction.

In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo Moreo J., Adeli H. (eds) Biomedical Applications Based on Natural and Artificial Computing. IWINAC 2017. Lecture Notes in Computer Science, vol 10338. Springer, Cham

https://doi.org/10.1007/978-3-319-59773-7_5

Estevez J., Graña M. (2017)

Improved Control of DLO Transportation by a Team of Quadrotors.

In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo Moreo J., Adeli H. (eds) Biomedical Applications Based on Natural and Artificial Computing. IWINAC 2017. Lecture Notes in Computer Science, vol 10338. Springer, Cham

https://doi.org/10.1007/978-3-319-59773-7_13

David Nuñez-Gonzalez J., Graña M. (2017)

Predicting Trust in Wikipedia’s Vote Network Using Social Networks measures. In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo Moreo J., Adeli H. (eds) Biomedical Applications Based on Natural and Artificial Computing. IWINAC 2017. Lecture Notes in Computer Science, vol 10338. Springer, Cham

https://doi.org/10.1007/978-3-319-59773-7_36

Lopez-Guede J.M., Garmendia A., Graña M., Rios S., Estevez J. (2017)

Towards Hospitalization After Readmission Risk Prediction Using ELMs. :In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo Moreo J., Adeli H. (eds) Biomedical Applications Based on Natural and Artificial Computing. IWINAC 2017. Lecture Notes in Computer Science, vol 10338. Springer, Cham

https://doi.org/10.1007/978-3-319-59773-7_39

Graña M. (2018)

A Short Review of Recent ELM Applications. In: Ganapathi G., Subramaniam A., Graña M., Balusamy S., Natarajan R., Ramanathan P. (eds) Computational Intelligence, Cyber Security and Computational Models. Models and Techniques for Intelligent Systems and Automation. ICC3 2017. Communications in Computer and Information Science, vol 844. Springer, Singapore

2016

Graña M., Echaniz O. (2016)

Views on Electronic Health Record. In: Chen YW., Tanaka S., Howlett R., Jain L. (eds) Innovation in Medicine and Healthcare 2016. InMed 2016. Smart Innovation, Systems and Technologies, vol 60. Springer, Cham

Muro N. et al. (2016)

Hygehos Ontology for Electronic Health Records. In: Chen YW., Tanaka S., Howlett R., Jain L. (eds) Innovation in Medicine and Healthcare 2016. InMed 2016. Smart Innovation, Systems and Technologies, vol 60. Springer, Cham

Chyzhyk D., Graña M., Ritter G. (2016)

Review of Automatic Segmentation Methods of White Matter Lesions on MRI Data. In: Chen YW., Tanaka S., Howlett R., Jain L. (eds) Innovation in Medicine and Healthcare 2016. InMed 2016. Smart Innovation, Systems and Technologies, vol 60. Springer, Cham

Lopez-Guede J.M., Garmendia A., Graña M. (2016)

Knowledge Modeling by ELM in RL for SRHT Problem. In: Martínez-Álvarez F., Troncoso A., Quintián H., Corchado E. (eds) Hybrid Artificial Intelligent Systems. HAIS 2016. Lecture Notes in Computer Science, vol 9648. Springer, Cham

Artetxe A., Beristain A., Graña M., Besga A. (2017)

Predicting 30-Day Emergency Readmission Risk. In: Graña M., López-Guede J., Etxaniz O., Herrero Á., Quintián H., Corchado E. (eds) International Joint Conference SOCO’16-CISIS’16-ICEUTE’16. SOCO 2016, ICEUTE 2016, CISIS 2016. Advances in Intelligent Systems and Computing, vol 527. Springer, Cham

Ozaeta L., Graña M. (2017)

Agent-Based Spatial Dynamic Modeling of Opinion Propagation Exploring Delaying Conditions to Achieve Homogeneity. In: Graña M., López-Guede J., Etxaniz O., Herrero Á., Quintián H., Corchado E. (eds) International Joint Conference SOCO’16-CISIS’16-ICEUTE’16. SOCO 2016, ICEUTE 2016, CISIS 2016. Advances in Intelligent Systems and Computing, vol 527. Springer, Cham

Moreno-Fernandez-de-Leceta A., Lopez-Guede J.M., Graña M., Cantera J.C. (2017)

Real Prediction of Elder People Abnormal Situations at Home. In: Graña M., López-Guede J., Etxaniz O., Herrero Á., Quintián H., Corchado E. (eds) International Joint Conference SOCO’16-CISIS’16-ICEUTE’16. SOCO 2016, ICEUTE 2016, CISIS 2016. Advances in Intelligent Systems and Computing, vol 527. Springer, Cham

Lopez-Guede J.M., Kurt E., Altin N., Graña M., Ionescu V. (2017)

Erasmus Innovative European Studies. In: Graña M., López-Guede J., Etxaniz O., Herrero Á., Quintián H., Corchado E. (eds) International Joint Conference SOCO’16-CISIS’16-ICEUTE’16. SOCO 2016, ICEUTE 2016, CISIS 2016. Advances in Intelligent Systems and Computing, vol 527. Springer, Cham

2015

Moreno-Fernandez-de-Leceta A., Gómez U.A., Lopez-Guede J.M., Graña M. (2015)

Real Implantation of an Expert System for Elderly Home Care. In: Onieva E., Santos I., Osaba E., Quintián H., Corchado E. (eds) Hybrid Artificial Intelligent Systems. HAIS 2015. Lecture Notes in Computer Science, vol 9121. Springer, Cham

Graña M., Nuñez-Gonzalez J.D. (2015)

An Instance of Social Intelligence in the Internet of Things: Bread Making Recipe Recommendation by ELM Regression. In: Onieva E., Santos I., Osaba E., Quintián H., Corchado E. (eds) Hybrid Artificial Intelligent Systems. HAIS 2015. Lecture Notes in Computer Science, vol 9121. Springer, Cham

Lopez-Guede J.M., Estévez J., Graña M. (2015)

Reinforcement Learning in Single Robot Hose Transport Task: A Physical Proof of Concept. In: Herrero Á., Sedano J., Baruque B., Quintián H., Corchado E. (eds) 10th International Conference on Soft Computing Models in Industrial and Environmental Applications. Advances in Intelligent Systems and Computing, vol 368. Springer, Cham

Graña M., Fernandez-Gauna B. (2015)

Multi-agent Reinforcement Learning for Control Systems: Challenges and Proposals. In: Jackowski K., Burduk R., Walkowiak K., Wozniak M., Yin H. (eds) Intelligent Data Engineering and Automated Learning – IDEAL 2015. IDEAL 2015. Lecture Notes in Computer Science, vol 9375. Springer, Cham

Nuñez-Gonzalez J.D., Graña M. (2015)

Graph-Based Learning on Sparse Data for Recommendation Systems in Social Networks. In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo-Moreo F., Adeli H. (eds) Bioinspired Computation in Artificial Systems. IWINAC 2015. Lecture Notes in Computer Science, vol 9108. Springer, Cham

Estevez J., Graña M. (2015)

Robust Control Tuning by PSO of Aerial Robots Hose Transportation. In: Ferrández Vicente J., Álvarez-Sánchez J., de la Paz López F., Toledo-Moreo F., Adeli H. (eds) Bioinspired Computation in Artificial Systems. IWINAC 2015. Lecture Notes in Computer Science, vol 9108. Springer, Cham

Ayerdi B., Echaniz O., Savio A., Graña M. (2016)

Automated Segmentation of Subcutaneous and Visceral Adipose Tissues from MRI. In: Chen YW., Torro C., Tanaka S., Howlett R., C. Jain L. (eds) Innovation in Medicine and Healthcare 2015. Smart Innovation, Systems and Technologies, vol 45. Springer, Cham

Ayerdi B., Graña M. (2016)

Random Forest Active Learning for Retinal Image Segmentation. In: Burduk R., Jackowski K., Kurzyński M., Woźniak M., Żołnierek A. (eds) Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015. Advances in Intelligent Systems and Computing, vol 403. Springer, Cham

Sanchez E., Toro C., Graña M. (2016)

Integrating Electronic Health Records in Clinical Decision Support Systems. In: Chen YW., Torro C., Tanaka S., Howlett R., C. Jain L. (eds) Innovation in Medicine and Healthcare 2015. Smart Innovation, Systems and Technologies, vol 45. Springer, Cham

Leire Ozaeta, Darya Chyzhyk, Manuel Graña

Some Results on Dynamic Causal Modeling of Auditory Hallucinations, Artificial Computation in Biology and Medicine, Lecture Notes in Computer Science Volume 9107, 2015, pp 185-194. Ferrández Vicente, J.M., Álvarez-Sánchez, J.R., de la Paz López, F., Toledo-Moreo, F.J., Adeli, H. (Eds.), ISBN 978-3-319-18914-7. IWINAC 2015, Elche, 1-5 Junio 2015

Darya Chyzhyk, Marina Graña-Lecuona and Manuel Graña

Late Onset Bipolar Disorder Versus Alzheimer Disease pdf

Innovation in Medicine and Healthcare 2015, Smart Innovation, Systems and Technologies 45: 337-384, Springer International Publishing Switzerland 2016, Y.-W. Chen et al. (eds.), DOI 10.1007/978-3-319-23024-5_34, InMed 2015, Kyoto, Japan, 11-12 September 2015, ISSN 2190-3018 ISSN 2190-3026 (electronic), Smart Innovation, Systems and Technologies, ISBN 978-3-319-23023-8 ISBN 978-3-319-23024-5 (eBook)

Manuel Graña, J. David Nuñez-Gonzalez

"An instance of social intelligence in the internet of things: bread making recipe recommendation by ELM Regression"

E. Onieva et al. (Eds.): HAIS 2015, LNAI 9121, pp. 1–10, 2015. Springer International Publishing Switzerland 2015

DOI: 10.1007/978-3-319-19644-2 2

Manuel Graña and Ion Marques

Experiments of Skin Detection in Hyperspectral Images

J.M. Ferrández Vicente et al. (Eds.): IWINAC 2015, Part II, LNCS 9108, pp. 184–192, 2015.

Springer Verla

DOI: 10.1007/978-3-319-18833-1_20

Aitor Moreno-Fernandez-de-Leceta, Unai Arenal Go ́mez, Jose Manuel Lopez-Guede, and Manuel Graña

Real Implantation of an Expert System for Elderly Home Care

2015 E. Onieva et al. (Eds.): HAIS 2015, LNAI 9121, pp. 1–11, 2015. Springer International Publishing Switzerland

DOI: 10.1007/978-3-319-19644-2 55

Ion Marqués, Manuel Graña, Stephanie M. Sanchez, Mohammed Q. Alkhatib, Miguel Velez-Reyes

Person detection in hyperspectral images via skin segmentation using an active learning approach

Proc. SPIE 9472, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXI, 947207 (May 21, 2015);

doi: 10.1117/12.2179333

2014

Darya Chyzhyk and Manuel Graña

Findings in resting-state fMRI by differences from K-means clustering

Studies in Health Technology and Informatics, 2014, Volume 207, pp. 300-310, ISBN print 978-1-61499-473-2, ISBN online 978-1-61499-474-9, Pages 428

InMed, 9-11 July, 2014, San-Sebstian, Spain

Ion Marques, Manuel Graña,

"Hybrid Sparse Linear and Lattice Method for Hyperspectral Image Unmixing", en Polycarpou, Marios et al. (eds) Hybrid Artificial Intelligence Systems, LNCS 8480, pp. 266-273

http://dx.doi.org/10.1007/978-3-319-07617-1_24

Borja Ayerdi, Manuel Graña

Hyperspectral Image Nonlinear Unmixing by Ensemble ELM Regression" en Cao, Jiuwen et al. (eds) Proceedings of ELM-2014 Volume 2, pp.289-297 Proceedings in Adaptation, Learning and Optimization, 4, Springer

dx.doi.org/10.1007/978-3-319-14066-7_28

Manuel Graña and Darya Chyzhyk

One side lattice memory reduced ordering function allows discrimination in resting state fMRI

Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on, pp.69-74, doi: 10.1109/FUZZ-IEEE.2014.6891700, ISSN 1098-7584

IEEE World Congress on Computational Intelligence (WCCI), Special Session: Lattice Computing, July 6-11 2014, Beijinn, China, link

Alexandre Savio, Darya Chyzhyk, Manuel Graña

Computer Aided Diagnosis of Schizophrenia based on local-activity measures of resting-state fMRI

Hybrid Artificial Intelligence Systems, Volume 8480, pp 1-12, 2014

9th International Conference, HAIS 2014, Salamanca, Spain, June 11-13, 2014. Proceedings.

Print ISBN 978-3-319-07616-4, Online ISBN 978-3-319-07617-1, Publisher Springer International Publishing, DOI 10.1007/978-3-319-07617-1_1

Borja Fernandez-Gauna, Juan Luis Osa, Manuel Graña

Effect of Initial Conditioning of Reinforcement Learning Agents on Feedback Control Tasks over Continuous State and Action Spaces

International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, pp. 125-134 ISBN 978-3-319-07994-3

J. David Nuñez-Gonzalez, Manuel Graña

"Experiments on Trust Prediction based on reputation features"

International Joint Conference SOCO’14-CISIS’14-ICEUTE’14 Advances in Intelligent Systems and Computing Volume 299, 2014, pp 367-37

J. David Nuñez-Gonzalez, Manuel Graña

"On the effect of high order reputation information on Trust Prediction in Wikipedia’s Vote Network"

European Network Intelligence Conference 2014

2013

Borja Fernandez-Gauna, Igor Ansoategui, Ismael Etxeberria-Agiriano, Manuel Graña

Empirical Study of the Sensitivity of CACLA to Sub-optimal Parameter Setting in Learning Feedback Controllers

International Joint Conference SOCO’13-CISIS’13-ICEUTE’13, Advances in Intelligent Systems and Computing Volume 239, 2014, pp 101-108, Springer

DOI 10.1007/978-3-319-01854-6_11

Jose Manuel López-Guede, Jose Antonio Ramos-Hernanz, Manuel Graña

Artificial Neural Network Modeling of a Photovoltaic Module

International Joint Conference SOCO’13-CISIS’13-ICEUTE’13, Advances in Intelligent Systems and Computing Volume 239, 2014, pp 389-397

DOI 10.1007/978-3-319-01854-6_40

ISBN 978-3-319-01853-9

Grana, M. ; Rebollo, I.

Instances of subconscious social intelligent computing

Computational Aspects of Social Networks (CASoN), 2013 Fifth International Conference on, 2013 , Page(s): 74 - 78

Digital Object Identifier: 10.1109/CASoN.2013.6622604

Grana, M. ; Rebollo, I.

Convergence results on the stable states of a Gravitational Swarm solving the Graph Coloring Problem

Nature and Biologically Inspired Computing (NaBIC), 2013 World Congress on

Digital Object Identifier: 10.1109/NaBIC.2013.6617846

Publication Year: 2013 , Page(s): 107 - 112

M. Graña

Subconscious Social Computational Intelligence

Computational Intelligence, Cyber Security and Computational Models, Proceedings of ICC3, 2013 G. Sai Sundara Krishnan, R. Anitha, R. S. Lekshmi, M. Senthil Kumar, Anthony Bonato and Manuel Graña (eds) Advances in Intelligent Systems and Computing 246, Springer India 2014, Pages 15-21

ISBN: 978-81-322-1679-7 (Print) 978-81-322-1680-3 (Online)

Darya Chyzhyk, Manuel Graña

Bootstrapped Dendritic Classifiers in MRI analysis for Alzheimer’s Disease recognition. pdf

Advanced Techniques for Knowledge Engineering and Innovative Applications. Editors: Jeffrey W. Tweedale, Lakhmi C. Jain.

Communications in Computer and Information Science Volume 246, 2013, pp 136-142

DOI 10.1007/978-3-642-42017-7_10

Print ISBN 978-3-642-42016-0

Online ISBN 978-3-642-42017-7

Series ISSN 1865-0929

J. David Nuñez-Gonzalez, Manuel Graña

"Predicting Trust From Reputation in a Social Network of Reviewers by ELM"

Fuchen Sun, Kar-Ann Toh, Manuel Grana Romay, Kezhi Mao (Eds.): Adaptation, Learning and Optimization: Extreme Learning Machines 2013: Algorithms and Applications Volume 16 2014,

pp. 179—188 Springer (2014) ISSN 1867-4534 ISSN 1867-4542 (electronic)

ISBN 978-3-319-04740-9 ISBN 978-3-319-04741-6 (eBook) DOI 10.1007/978-3-319-04741-6 Springer Cham Heidelberg New York Dordrecht London

Manuel Graña, Ion Marqués, Alexandre Savio, Bruno Apolloni,

A domestic application of Intelligent Social Computing: the SandS project

International Joint Conference SOCO’13-CISIS’13-ICEUTE’13, A Herero et al. (eds) pp 221-228

Springer Verlag, Advances in Intelligent Systems and Computing, 239

ISBN 978-3-319-01853-9

DOI 10.1007/978-3-319-01854-6_23

Manuel Graña, J. David Nuñez-Gonzalez, Bruno Apolloni

A discussion on trust requirements for a social network of eahoukers [1]

J.-S. Pan et al. (Eds.): Hybrid Artificial Intelligent Systems HAIS 2013 Proceedings, LNAI 8073, pp. 540--547. Springer, Heidelberg (2013)

ISBN: 978-3-642-40845-8 (Print) 978-3-642-40846-5 (Online)

Darya Chyzhyk and Manuel Graña

Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features

J.-S. Pan et al. (Eds.): HAIS 2013, LNAI 8073, pp. 482--490. Springer, Heidelberg (2013)

Print ISBN: 978-3-642-40845-8, Online ISBN: 978-3-642-40846-5

ISSN: 0302-9743 DOI 10.1007/978-3-642-40846-5_48

M. Termenon, M. Graña, A. Besga, J. Echeveste, J. M. Pérez and A. M. Gonzalez-Pinto

Diagnosis of Bipolar Disorder based on Principal Component Analysis and Support Vector Machines over the MRI deformation Jacobian

Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013

Advances in Intelligent Systems and Computing Volume 226, 2013, pp 569-578

Print ISBN: 978-3-319-00968-1, Online ISBN: 978-3-319-00969-8

ISSN 2194-5357

M. Graña, B. Apolloni, M. Fiasché, G. Galliani, C. Zizzo, G. Caridakis, G. Siolas, S. Kollias, F. Barriento, S. San Jose

Social and Smart: towards an instance of subconscious social intelligence [2]

Proceedings IPMSC 2013 [3]

L. Iliadis, H. Papadopoulos, and C. Jayne (Eds.): EANN 2013, Part II, CCIS 384, pp. 302–311, 2013

Springer

ISBN: 978-3-642-41015-4 (Print) 978-3-642-41016-1 (Online)

Israel Rebollo, Manuel Graña

User assistance tool for a WebService ERP [4]

Trends in Practical Applications of Agents and Multiagent Systems, Javier Bajo Perez et al. (eds.), Advances in Intelligent Systems and Computing Volume 221, 2013, pp 193-200

Springer

SBN: 978-3-319-00562-1 (Print) 978-3-319-00563-8 (Online)

Borja Fernandez-Gauna, Igor Ansoategui, Ismael Etxeberria-Agiriano, and Manuel Graña

An Empirical Study of Actor-Critic Methods for Feedback Controllers of Ball-Screw Drivers

J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 441--450. Springer, Heidelberg (2013)

ISBN

Ion Marques and Manuel Graña

Greedy Sparsification WM Algorithm for Endmember Induction in Hyperspectral Images

J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 336--344. Springer, Heidelberg (2013)

ISBN

Jose Manuel Lopez-Guede, Manuel Graña, Jose Antonio Ramos-Hernanz, and Fernando Oterino

A Neural Network Approximation of L-MCRS Dynamics for Reinforcement Learning Experiments

J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 317--325. Springer, Heidelberg (2013)

ISBN

M. Termenon, D. Chyzhyk, M. Graña, A. Barros-Loscertales, and C. Avila

Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry

J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 140--148. Springer, Heidelberg (2013)

Print ISBN: 978-3-642-38621-3, Online ISBN: 978-3-642-38622-0

ISSN 0302-9743

Darya Chyzhyk and Manuel Graña

Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI

J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 131--139. Springer, Heidelberg (2013)

Print ISBN: 978-3-642-38621-3, Online ISBN: 978-3-642-38622-0

ISSN 0302-9743

Borja Ayerdi, Alexandre Savio, and Manuel Graña

Meta-ensembles of Classifiers for Alzheimer's Disease Detection Using Independent ROI Features

J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 122--130. Springer, Heidelberg (2013)

ISBN

B. Apolloni, M. Fiasche, G. Galliani, C. Zizzo, G. Caridakis, G. Siola, S. Kollia, M. Grana Romay, F. Barriento, S. San Jose

Social Things - The SandS instantiation

IoT-SoS 2013

ISBN

Alexandre Savio, Manuel Graña

An ensemble of classifiers guided by the AAL brain atlas for Alzheimer’s disease detection

IWANN 2013, Part II, LNCS 7903, pp. 107--114. Springer, Heidelberg (2013)

Eds.: I. Rojas, G. Joya, and J. Cabestany

draft

Ramon Moreno, Manuel Graña and Kurosh Madani

A robust color Watershed transformation and image segmentation defined on RGB Spherical Coordinates

Robotic Vision: Technologies for Machine Learning and Vision Applications, pp112-128

doi:10.4018/978-1-4666-2672-0.ch007 ISBN: 978-1-4666-2734-5

J.M. Lopez-Guede, B. Fernandez-Gauna, R. Moreno and M. Graña,

Visual Detection in Linked Multi-Component Robotic Systems

Robotic Vision: Technologies for Machine Learning and Vision Applications. pp78-97

doi:10.4018/978-1-4666-2672-0.ch007 ISBN: 978-1-4666-2734-5

2012

MA Veganzones, M Graña

Lattice auto-associative memories induced supervised ordering defining a multivariate morphology on hyperspectral data

Hyperspectral Image and Signal Processing (WHISPERS), 2012 4th Workshop on, pp. 1-4

DOI 10.1109/WHISPERS.2012.6874333

Manuel Graña, Darya Chyzhyk

Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery

HIS 2012, Pune India, 4-7 december 2012 slides

Published in: Hybrid Intelligent Systems (HIS), 2012 12th International Conference on, 537-542, IEEE 2012

DOI: 10.1109/HIS.2012.6421391

Print ISBN: 978-1-4673-5114-0

Miguel A. Veganzones, Mihai Datcu, Manuel Graña.

"Relevance feedback by dissimilarity spaces for hyperspectral CBIR."

Proceedings of the ESA-EUSC-JRC 8th conference on image information mining, Knowledge discovery from earth observation data. Edited by P. Soille, M. Iapaolo, P.G. Marchetti, and M. Datcu. European Comission. Pages: 1-5. 2012.

ISBN: 978-92-79-26419-1 ISSN: 1831-9424 DOI: 10.2788/49465

V. Amarger, D. M. Ramík, C. Sabourin, K. Madani, R. Moreno, L. Rossi, M. Graña,

"Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation: Application to Wildland Fires’ Outlines Extraction",

Proceedings of International conference on Image Processing Theory, Tools and Applications (IEEE-IPTA 2012), Istanbul, Turkey, October 15 - 18, pp. 19-24, 2012. [5]

ISBN: 978-1-4673-2582-0

Israel Rebollo and Manuel Graña

Dynamic Tabu Search for Non Stationary Social Network identification based on Graph Coloring

Advances in Intelligent Systems and ComputingSlides

Soft Computing Models in Industrial and Enviromental Applications, Vol. 188, pages 495 - 503, 2012.

Eds: Václav Snásel, Ajith Abraham and Emilio S. Corchado.

ISBN: 978-3-642-32921-0

Alexandre Savio

Supervised classification using deformation-based features for Alzheimer’s disease detection on the OASIS cross-sectional database

Advances in Knowledge-Based and Intelligent Information and Engineering Systems.

Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2191 - 2200, 2012.

Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

Eider Sanchez, Carlos Toro, Arkaitz Artetxe, Manuel Graña, Eduardo Carrasco, Frank Guijarro

A Semantic Clinical Decision Support System: conceptual architecture and implementation guidelines

Advances in Knowledge-Based and Intelligent Information and Engineering Systems.

Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 1390 - 1399, 2012.

Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

G. García, J. Maiora, A. Tapia, M. De Blas

Computer-aided Diagnosis of Abdominal Aortic Aneurysm after Endovascular Repair Using Texture Analysis

Advances in Knowledge-Based and Intelligent Information and Engineering Systems.

Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 716-725, 2012.

Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

Darya Chyzhyk

Bootstrapped Dendritic Classifiers for Alzheimer’s Disease classification on MRI features

Advances in Knowledge-Based and Intelligent Information and Engineering Systems.

Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2251 - 2258, 2012.

Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

Iñigo Barandiaran, John Congote, Jon Goenetxea, Oscar Ruiz

Evaluation of interest point detectors for image information extraction

Advances in Knowledge-Based and Intelligent Information and Engineering Systems.

Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2170 - 2179, 2012.

Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

Ramón Moreno, Alicia d'Anjou

Hyperspectral Image Segmentation by t-Watershed and Hyperspherical Coordinates

Advances in Knowledge-Based and Intelligent Information and Engineering Systems.

Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2114 - 2121, 2012.

Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Ekaitz Zulueta

Towards a real time simulation of Linked Multi-Component Robotic Systems

Advances in Knowledge-Based and Intelligent Information and Engineering Systems.

Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2019 - 2027, 2012.

Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

Iñigo Barandiaran, Grégory Maclair, Izaro Goienetxea, Carlos Jauquicoa, Manuel Graña

A Comparative Study of Classifier Ensembles for Karyotyping

Advances in Knowledge-Based and Intelligent Information and Engineering Systems.

Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 1400 - 1407, 2012.

Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

M. Termenon, E. Fernández, A. Barrós-Loscertales, J.C. Bustamante, C. Ávila

Impact of Analysis Circularity: a Case Study in Cocaine Addiction detection on MRI

Advances in Knowledge-Based and Intelligent Information and Engineering Systems.

Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2201 - 2209, 2012.

Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

Arkaitz Artetxe, Eider Sanchez, Carlos Toro, Cesar Sanin, Edward Szczerbicki, Manuel Graña, Jorge Posada

Speed-up of a Knowledge-Based Clinical Diagnosis System using Reflexive Ontologies

Advances in Knowledge-Based and Intelligent Information and Engineering Systems.

Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 1480 - 1489, 2012.

Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

Manuel Graña, Adrian Agreda

Trust in communication and multiagent systems

Advances in Knowledge-Based and Intelligent Information and Engineering Systems.

Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 816 - 822, 2012.

Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

Miguel A. Veganzones

On hyperspectral morphology by lattice auto-associative memories supervised orderings

Advances in Knowledge-Based and Intelligent Information and Engineering Systems.

Frontiers in Artificial Intelligence and Applications (FAIA) series, Vol. 243, pages 2122-2129, 2012.

Eds: Manuel Graña, Carlos Toro, Jorge Posada, Robert J. Howlett and Lakhmi C. Jain.

Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Ramon Moreno, Manuel Graña

"Visual Detection in Linked Multi-Component Robotic Systems"

Published in: "Robotic Vision: Technologies for Machine Learning and Vision Applications"

Eds: Miguel Cazorla and Jose Garcia. IGI Global.

ISBN:

M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.

"Cocaine Dependent Classification using Brain Magnetic Resonance Imaging" [6]

Hybrid Artificial Intelligent Systems (HAIS 2012): Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. Slides

HAIS'2012 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II, pp. 448-454, 2012. LNCS 7209

ISBN: 978-3-642-28930-9

Ion Marqués and Manuel Graña

"Image Security and Biometrics: A Review" Doi draft

Hybrid Artificial Intelligent Systems (HAIS 2012): Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012.Slides

HAIS'2012 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II, pp. 436-447, 2012. LNCS 7209

ISBN: 978-3-642-28930-9

Miguel A. Veganzones and Manuel Graña

"Hybrid computational methods for hyperspectral image analysis."

HAIS 2012, Part II, LNCS 7209, pp. 424-435. 2012.

Israel Rebollo, Manuel Graña

"An empirical comparison of some approximate methods for Graph Coloring" draft

Hybrid Artificial Intelligent Systems (HAIS 2012), Salamanca, Spain. March 28-30, 2012.

Published in: HAIS'2012 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I, pp. 600-609, 2012. LNCS 7208

DOI: 10.1007/978-3-642-28942-2_54

Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña

A Novel Lattice Associative Memory Based on Dendritic Computing" draft

Hybrid Artificial Intelligent Systems (HAIS 2012): Special Session on Hybrid Computational Intelligence and Lattice computing for image and signal processing, Salamanca, Spain. March 28-30, 2012. Slides

Published in: HAIS'2012 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II, pp. 491-502, 2012. LNCS 7209

Series: Lecture Notes in Computer Science, Vol. 7209

Subseries: Lecture Notes in Artificial Intelligence

Eds.: Corchado Rodriguez, E.S.; Snasel, V.; Abraham, A.; Wozniak, M.; Grana, M.; Cho, S.-B.

ISBN: 978-3-642-28930-9

Miguel A. Veganzones, Mihai Datcu, Manuel Graña

Dictionary based hyperspectral image retrieval

Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, pages 426-432. 2012.

DOI: 10.5220/0003861904260432

Copyright SciTePress

2011

Darya Chyzhyk, Ann K. Shinn, and Manuel Graña

Exploration of LICA Detections in Resting State fMRI. draft

4th. International work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2011), La Palma, Canary Islands, Spain. 30 May - 3 June, 2011.

Published in: IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II, pp.104-111,

Eds: José Manuel Ferrández, F. Javier Toledo, José Ramón Álvarez Sánchez, Félix de la Paz

Springer-Verlag Berlin, Heidelberg

ISBN: 978-3-642-21325-0

Israel Rebollo and Manuel Graña.

"Further results of Gravitational Swarm Intelligence for Graph Coloring" draft

Nature and Biologically Inspired Computing (NaBIC), 2011, Salamanca, Spain. 19-21 Oct. 2011

DOI: Digital Object Identifier: 10.1109/NaBIC.2011.6089456

Pages: 183-188

ISBN 978-1-4577-1122-0

Israel Rebollo and Manuel Graña.

"Gravitational Swarm Approach for Graph Coloring"draft

Proceedings of the NICSO 2011, Cluj-Napoca, Romania. Oct 20-22, 2011.

Studies in Computational Intelligence, 2011, Volume 387, 159-168, DOI: 10.1007/978-3-642-24094-2

D.A. Pelta, N. Krasnogor, D. Dumitrescu, Camelia Chira and R. Lung (eds)

Publisher: Springer-Verlag Berlin / Heidelberg

ISBN 978-3-642-24093-5

Maite Termenon, Ariadna Besga, Jon Echeveste, Ana Gonzalez-Pinto and Manuel Graña.

"Alzheimer Disease Classification on Diffusion Weighted Imaging features"

Proceedings of the IWINAC 2011, La Palma, Spain. May 30-June 3, 2011.

Lecture Notes in Computer Science, 2011, Volume 6687/2011, 120-127, DOI: 10.1007/978-3-642-21326-7_14

José Manuel Ferrández, José Ramón Álvarez Sánchez, Félix de la Paz and F. Javier Toledo (eds)

ISBN 978-3-642-21325-0

Ion Marqués, Manuel Graña.

"Experiments on Lattice Independent Component Analysis for Face Recognition."

Proceedings of the IWINAC 2011, La Palma, Spain. May 30-June 3, 2011.

Lecture Notes in Computer Science, 2011, Volume 6678, pp.286-294, DOI: 10.1007/978-3-642-21326-7.

J. Ferrández, J. Álvarez Sánchez, F. de la Paz and F. Toledo (eds)

ISBN 978-3-642-21325-0

Alexandre Savio, Manuel Graña, Jorge Villanúa

Deformation based features for Alzheimer's disease detection with linear SVM.;

Hybrid Artificial Intelligence Systems, 6th International Conference (HAIS 2011) - HAIS 2011, Part II, LNAI 6679 proceedings, p.336-343. Springer, Heidelberg (2011)

Miguel A. Veganzones, Manuel Graña.

"On the validation of a spectral/spatial CBIR system for hyperspectral images."

Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (IEEE-WHISPERS 2011). 2011.

Avid Román-González, Miguel A. Veganzones, Manuel Graña, Mihai Datcu.

"A novel data compression technique for remote sensing data mining."

Proceedings of the ESA-EUSC-JRC 2011.

P. Soille, L. Gueguen, S. D'ELia, P.G. Marchetti, L. Colaicomo, M. Datcu (eds) pp. 101-104

ISBN 978-92-79-19708-6

Miguel A. Veganzones, Manuel Graña

"Validation of remote sensing content-based information retrieval (RS-CBIR) systems upon scarce data."

Proceedings of the ESA-EUSC-JRC 2011.

P. Soille, L. Gueguen, S. D'ELia, P.G. Marchetti, L. Colaicomo, M. Datcu (eds) pp. 93-96

ISBN 978-92-79-19708-6

Miguel A. Veganzones, Manuel Graña

"Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System upon scarce data"

Proceedings of the International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)

Darya Chyzhyk, Manuel Graña

Optimal Hyperbox shrinking in Dendritic Computing applied to Alzheimer’s Disease detection in MRI. draft. slides.

Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 6-8th April, 2011.

Advances in Intelligent and Soft Computing, 2011, Volume 87/2011, 543-550, DOI: 10.1007/978-3-642-19644-7_57

Editors: Emilio Corchado, Václav Snášel, Javier Sedano, Aboul Ella Hassanien, José Luis Calvo, Dominik Sle¸zak

Publisher: Springer Berlin / Heidelberg

ISBN: 978-3-642-19643-0

Maite Termenon, Manuel Graña

Further results on Alzheimer Disease Detection on structural MRI features

Proceedings of the International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011)

Advances in Intelligent and Soft Computing, 2011, Volume 87/2011, 515-522, DOI: 10.1007/978-3-642-19644-7_54

Editors: Emilio Corchado, Václav Snášel, Javier Sedano, Aboul Ella Hassanien, José Luis Calvo, Dominik Sle¸zak

Publisher: Springer Berlin / Heidelberg

ISBN: 978-3-642-19643-0

Véronique Amarger, Dominik M. Ramík, Ramon Moreno, Lucile Rossi, Kurosh Madani, Manuel Graña

"Wildland Fires’ Outlines Extraction a Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation Approach" . Minks, Belarus, 18-20 May 2011 PRIP'11

Ramón Moreno, Manuel Graña, Dominik M. Ramík, Kurosh Madani

"Image Segmentation by Spherical Coordinates" . Minks, Belarus, 18-20 May 2011 PRIP'11

Ramón Moreno, Manuel Graña, Alicia d'Anjou

"A Hybrid Color Distance for Image Segmentation".Part II, Hybrid Artificial Intelligence Systems LNAI 6679, pp. 447–454, 23-25 May 2011 HAIS'11 ISBN:978-3-642-21218-5

Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta

"Empirical Study of Q-Learning Based Elemental Hose Transport Control".

Proceedings of the HAIS'11, Part II

Lecture Notes in Computer Science, 2011, Volume 6679/2011, 455-462, DOI: 10.1007/978-3-642-21222-2

Editors: Corchado, Emilio and Kurzynski, Marek and Wozniak, Michal

Publisher: Springer Berlin / Heidelberg

ISBN: 978-3-642-21218-5

Ramón Moreno, Manuel Graña, Alicia d'Anjou

"A geometrical method of diffuse and specular image components separation". Advances in Computational Intelligence,Lecture Notes in Computer Science, 2011, Volume 6692/2011, 83-89, Eds:J.Cabestani, I.Rojas and G.Goya. DOI: 10.1007/978-3-642-21498-1_11 ISBN:978-3-642-21497-4

Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña

"Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems"

Proceedings of the IWINAC 2011, La Palma, Spain. May 30-June 3, 2011.

Lecture Notes in Computer Science, 2011, Volume 6686/2011, 148-155, DOI: 10.1007/978-3-642-21344-1_16

Editors: José Manuel Ferrández, José Ramón Álvarez Sánchez, Félix de la Paz and F. Javier Toledo (eds)

Publisher: Springer Berlin / Heidelberg

ISBN: 978-3-642-21343-4

Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña

"Towards concurrent Q-Learning on Linked Multi-Component Robotic Systems"

Proceedings of the HAIS'11, Part II

Lecture Notes in Computer Science, 2011, Volume 6679/2011, 463-470, DOI: 10.1007/978-3-642-21222-2_56

Editors: Corchado, Emilio and Kurzynski, Marek and Wozniak, Michal

Publisher: Springer Berlin / Heidelberg

ISBN: 978-3-642-21218-5

2010

Moujahid, A.; d'Anjou, A.; Torrealdea, F.J.; Torrealdea, F.

Energetic considerations on the dynamics of Hodgkin-Huxley neurons

2010 Sixth International Conference on Natural Computation (ICNC 2010)

On page(s): 3156 - 3163

Location: Yantai, Shandong

ISBN: 978-1-4244-5958-2

INSPEC Accession Number: 11554266

Ion Marques, Manuel Graña

Face processing for security: a short review

A. Herrero, E. Corchado, C. Redondo, A. Alonso (eds) Computational Intelligence in Security for Information Systems 2010, Adv. Int. and Soft Computing, vol. 85, Springer Verlag, 2010

pp. 89-96

ISBN 978-3-642-16625-9

Jose Manuel Lopez-Guede, Ekaitz Zulueta, Borja Fernández and Manuel Graña

Multi-Robot Systems Control Implementation

Suraiya Jabin (Ed.), Robot Learning, pp.137-150. Sciyo 2010.

ISBN 978-953-307-104-6

C. Hernandez, H. Viana, M.A. Veganzones, L. Nunes, M. Graña, D. Lopes

Biomass estimation: a case study in a forest area of northern Portugal

D. Lopes et al. (eds) Mixed and pure forest in a changing world,

Univ. of Tras-os-Montes e Alto DOuro, (2010) ISBN 978-972-669-980-4

Darya Chyzhyk, Maite Termenon, and Alexandre Savio

A Comparison of VBM results by SPM, ICA and LICA.

Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer-Verlag Berlin Heidelberg, 2010, pp. 429 - 435 Vol. 2

ISBN 978-3-642-13802-7

Ivan Villaverde, Borja Fernandez-Gauna and Ekaitz Zulueta

Lattice Independent Component Analysis for mobile robot localization

In E. Corchado et al. (Eds.), The 5th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010), Part II, LNAI vol. 6077, pp. 335-342. Springer, Heidelberg, 2010. (ISBN 978-3-642-13802-7). DOI

I. Macía, M. Graña, and C. Paloc

Towards a Proposal for a Vessel Knowledge Representation Model

R. Setchi et al. (Eds.): KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS KES 2010, Part IV, LNAI 6279, pp. 80--87. Springer Heidelberg (2010)

ISBN-13 978-3-642-15383-9

slides

Alexandre Savio, Maite García-Sebastián, Andone Sistiaga, Darya Chyzhyk, Esther Fernández, Fermín Moreno, Elsa Fernández, Manuel Graña, Jorge Villanúa, Adolfo López de Munain

Machine Learning Approach for Myotonic Dystrophy Diagnostic Support from MRI

in Juan M. Górriz, Elmar W. Lang and Javier Ramírez (Eds), Recent Advances in Biomedical Signal Processing, 93 - 101

2010 Bentham Science Publishers

Miguel A. Veganzones, Carmen Hernández

"On the use of a hybrid approach to contrast Endemember Induction Algorithms"

Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.69 - 76 Vol. 2

ISBN 978-3-642-13802-7  : DOI: 10.1007/978-3-642-13803-4_30

Ramón Moreno, J.M. López-Guede, Alicia d'Anjou

Hybrid Color Space Transformation to Visualize Color Constancy.

Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.241 - 247 Vol. 2

ISBN 978-3-642-13802-7  : DOI: 10.1007/978-3-642-13803-4_30

José Manuel López-Guede, Ekaitz Zulueta, Borja Fernández-Gauna

Neuronal Implementation of Predictive Controllers

Hybrid Artificial Intelligent Systems, Part II, Emilio S. Corchado Rodriguez; Manuel Grana Romay; Alexandre Manhaes Savio (Eds.), (LNCS/LNAI) Vol. 6077, Springer Verlag, 2010, pp.312 – 319 Vol. 2

ISBN 978-3-642-13802-7  : DOI: 10.1007/978-3-642-13803-4_39

Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Ekaitz Zulueta

Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect

Hybrid Artificial Intelligent Systems, Part I, Manuel Grana Romay; Emilio S. Corchado Rodriguez; Maite Garcia-Sebastian (Eds.), (LNCS/LNAI) Vol. 6076, Springer Verlag, 2010, pp.73 – 79

ISBN 978-3-642-13768-6  : DOI: 10.1007/978-3-642-13769-3_9

Ramón Moreno, Manuel Graña, Alicia d'Anjou

A image color Gradient Preserving Color constancy

FUZZ-IEEE 2010, IEEE catalog Number: CFP10FUZ-DVD pp.710-714, Barcelona, Spain (Download slides)

ISBN 978-1-4244-6920-8

Manuel Graña, Carmen Hernández, Alicia D’Anjou, and Blanca Cases

Percolating Swarm Dynamics, [7]

N. García-Pedrajas, F. Herrera, C. Fyfe, J.M. Benitez, M. Ali (eds.) Trends in Applied Intelligent Systems: Proc. IEA/AIE 2010, Part III, LNAI 6098, pp. 538–545

ISBN 978-3642130328

Andoni Beristain Iraola, Manuel Graña Romay

Interactive Multimedia Tabletops (IMT) for Casual Users

in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 681-688

ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

R. Martínez, K. Lopez de Ipiña, E. Irigoyen, N. Asla, N. Garay, A. Ezeiza, I. Fajardo

Emotion Elicitation Oriented to the Development of a Human Emotion Management System for People with Intellectual Disabilities

in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 689-696

ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

N. Barroso, K. Lopez de Ipiña, A. Ezeiza

Acoustic Phonetic Decoding Oriented to MultilingualSpeech Recognition in the Basque Context

in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 697-704

ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

K. Lopez de Ipiña, M.C. Hernández, M. Graña, E. Martinez, C. Vaquero

A Computer-Aided Decision Support System for Shoulder Pain Pathology

in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 705-712

ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

A. Moujahid, A. D’Anjou, F.J. Torrealdea

Energy Cost Reduction in the Synchronization of a Pair of Nonidentical Coupled Hindmarsh-Rose Neurons

in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 657-664

ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

A. Conde, K. Lopez de Ipiña, M. Larrañaga, J.A. Elorriaga, J.M. Lopez, E. Irigoyen, N. Garay-Vitoria, A. Ezeiza, J. Rubio

An Intelligent Tutoring System Oriented to the Integration of People with Intellectual Disabilities

in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 639-647

ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

Ramón Moreno, Manuel Graña, Alicia d'Anjou

A color transformation for robust detection of color landmarks in robotic contexts

in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 665-672

ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

Ivan Villaverde, Zelmar Echegoyen, Ramon Moreno, Manuel Graña

Experiments on Robotic Multi-agent System for Hose Deployment and Transportation

in Trends in Practical Applications of Agents and Multiagent Systems, Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández-Riverola, Vicente J. Julián, Pawel Pawlewski, and Andrew Campbell (Eds.), Advances in Intelligent and Soft Computing, 71, Springer Verlag. pp. 573-580

ISBN 978-3-642-12432-7, DOI DOI 10.1007/978-3-642-12433-4

Manuel Graña, Blanca Cases, Carmen Hernandez, and Alicia D’Anjou

Further results on swarms solving Graph Coloring

D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part III, LNCS 6018, pp. 541--551. Springer, Heidelberg (2010)

ISBN 978-3-642-12178-4

Andoni Beristain, Manuel Graña

An stable skeletonization for tabletop gesture recognition

D. Taniar, O. Gervasi, B. Murgante, E. Pardede, B.O. Apduhan (Eds.): Computational Science and it applications, Proc. ICCSA 2010, Part I, LNCS 6016, pp. 610--621. Springer, Heidelberg (2010)

ISBN 978-3-642-12155-5

2009

Francisco J. Torrealdea, Cecilia Sarasola, Alicia d’Anjou, Abdelmalik Moujahid

Computing the energy cost of the information transmitted by model biological neurons

AIP Conf. Proc., Volume 1148, Issue 1, August 13, 2009, Pages 250-253

ISBN: 978-0-7354-0685-8

Iñigo Barandiaran and Charlotte Cottez and Céline Paloc and Manuel Graña

Comparative Evaluation of Random Forest and Fern Classifiers for Real-Time Feature Matching

Selected Readings in computer graphics, pp. 418-427

Fraunhofer Institute for Computer Graphics Research

Jose Manuel Lopez-Guede, Manuel Graña, Ekaitz Zulueta, Oscar Barambones

Economical Implementation of Control Loops for Multi-Robot Systems

Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg

ISBN 978-3-642-02489-4.

pp.1053-1059

Zelmar Echegoyen, Alicia d’Anjou, Ivan Villaverde, Manuel Graña

Towards the adaptive control of a multirobot system for an elastic hose

Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg

ISBN 978-3-642-02489-4.

pp. 1045-1052

Ivan Villaverde, Zelmar Echegoyen and Manuel Graña

Neuro-Evolutive system for ego-motion estimation with a 3D camera.

Advances in Neuro-Information Processing, Proc. of 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008). Mario Köppen, Nikola Kasabov, and George Coghill (Eds.), LNCS 5506, Springer Verlag, Heidelberg

ISBN 978-3-642-02489-4.

pp 1021-1028

Iván Macía Oliver, Jon Haitz Legarreta, Céline Paloc, Manuel Graña, Josu Maiora, Guillermo García

Segmentation of Abdominal Aortic Aneurysms in CT Images using a Radial Model Approach draft

Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,

IISBN 978-3-642-04393-2

ISSN 0302-9743

pp.664-671

Josu Maiora, Guillermo García, Arantxa Tapia, Ivan Macía, Jon Haitz Legarreta, Manuel, Graña

Stent Graft Change Detection after Endovascular Abdominal Aortic Aneurysm Repair. draft

Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,

IISBN 978-3-642-04393-2

ISSN 0302-9743

pp.656-663

Iñigo Barandiaran, Iván Macía, Eva Berckmann, Diana Wald, Michael Pierre Dupillier, Celine Paloc, and Manuel Graña

An automatic segmentation and reconstruction of mandibular structures from CT-data draft

Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,

IISBN 978-3-642-04393-2

ISSN 0302-9743

pp.649-655

Alexandre Savio, Maite García-Sebastián, Carmen Hernández, Manuel Graña, Jorge Villanúa,

Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection draft slides

Intelligent Data Engineering and Automated Learning- IDEAL 2009, Emilio Corchado, Hujun Yin (eds) LNCS 5788, Springer Verlag,

IISBN 978-3-642-04393-2

ISSN 0302-9743

pp.641-648

Blanca Cases, Abdelmalik Moujahid, Manuel Graña, Alicia d'Anjou

Chaotic patterns in crowd simulation

Proc ECAL 2009, pp ***

ISBN pending

Manuel Graña, Maite Garcia-Sebastián, Carmen Hernandez

Lattice Independent Component Analysis for fMRI analysis draft slides

M. Polycarpou, C. Panayiotou, C. Alippi, G. Ellinas (Eds.), Artificial Neural Networks - ICANN 2009, LNCS 5768, Springer Verlag, pp.725-734

ISBN 978-3-642-04276-8

Ramón Moreno, Manuel Graña, Alicia d'Anjou,Carmen Hernandez

Bayesian Reflectance Component Separation. draft

Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte II, LNCS 5712, Springer Verlag, pp.846-852

ISBN 978-3-642-04591-2

Carlos Toro, Manuel Graña, Jorge Posada, Javier Vaquero, Cesar Sanin, Edward Szczerbicki

Domain modeling based on Engineering Standards. draft

Juan D. Velásquez, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain (eds.), Knowledge-Based and Intelligent Information and Engineering Systems, Proceedings of 13th International Conference, KES 2009, Santiago, Chile, September 28-30, 2009, parte I, LNCS 5711, Springer Verlag, pp.95-102

ISBN 978-3-642-04594-3

Ivan Villaverde, Manuel Graña

An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera

J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 390-398

ISBN 978-3-642-02266-1

Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña

On the control of a multi-robot system for the manipulation of an elastic hose

J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 382-389

ISBN 978-3-642-02266-1

Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa

Results of an Adaboost approach on Alzheimer's Disease detection on MRI slides

J. Mira, J. M. Ferrández, J.R. Alvarez, F. dela Paz, F.J. Tolede (Eds.) Bioinspired applications in Artificial and Natural Computation, Proc. IWINAC 2009, Part II, LNCS 5602, Springer Verlag, pp: 114-123

ISBN 978-3-642-02266-1

Carlos Toro, Manuel Graña, Jorge Posada

An architecture for the Semantic Enhancement of Virtual Engineering Applications

Intelligent Systems for Knowledge Management,

Ngoc Thanh Nguyen and Edward Szczerbicki (Editors), pp.175-196, Springer Verlag 2009

ISBN 978-3-642-04169-3

Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa

On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI. [8]

Bio-Inspired Systems: Computational and Ambient Intelligence. / IWANN 2009 (Part I)

Joan Cabestany, Francisco Sandoval, Alberto Prieto, Juan M. Corchado (Editors), LNCS 5517, Springer Verlag 2009, pp. 957-964

ISBN 978-3-642-02477-1

Manuel Graña, Iván Villaverde, Jose Manuel López Guede, Borja Fernández

Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation draft slides

4th International Conference on Hybrid Artificial Intelligent Systems (HAIS09)

E. Corchado, X. Wu, E. Oja, A. Herrero, B. Baruque (eds), Springer Verlad 2009, LNAI 5572, pp. 121-128

ISBN 978-3-642-02318-7

2008

E. Irigoyen, K. L. de Ipiña, N. Garay, I. Fajardo, A. Goicoechea, A. Ezeiza, M. Peñagarikano, G. Bordel, A. Conde, M. Larrañaga, A. Arruti, L.J. Rodríguez, J.M. López, E. Zulueta, M. Graña, J. Rubio

A ROBUST INTELLIGENT SYSTEM FOR INTERACTING WITH PEOPLE WITH COGNITIVE DISABILITIES

INTED2008 Proceedings

L. Gómez Chova, D. Martí Belenguer, I. Candel Torres (eds)

International Association of Technology, Education and Development , IATED, Valencia

ISBN: 978-84-612-0190-7

B. Cases, C. Hernandez, M. Graña, A. d'Anjou.

On the ability of Swarms to compute the 3-coloring of graphs.

In S. Bullock, J. Noble, R. Watson, M.A. Bedau (Eds.), Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems, pp. 102-109, MIT Press, 2008

ISBN 978-0-262-75017-2,

Ivan Villaverde and Manuel Graña,

A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera

Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds), LNAI 5271, Springer Verlag pp: 657-664

ISBN 978-3-540-87655-7

Ramón Moreno, Alicia d’Anjou and Manuel Graña,

Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model

Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 665-672

ISBN 978-3-540-87655-7

José Manuel López-Guede, Manuel Graña and Ekaitz Zulueta,

On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System

Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 673-679

ISBN 978-3-540-87655-7

R.J. Duro, M. Graña and J. de Lope,

On the need of Hybrid Intelligent Systems in Modular and Multi Robotics

Hybrid Artificial Intelligence Systems, Emilio Corchado, Ajith Abraham, Witold Pedrycz (eds) LNAI 5271, Springer Verlag pp: 641-648

ISBN 978-3-540-87655-7

Manuel Graña, Maite García-Sebastián, Ivan Villaverde, Elsa Fernandez

An approach from Lattice Computing to fMRI analysis pdf

LBM 2008 (CLA 2008), Proceedings of the Lattice-Based Modeling Workshop, Vassilis Kaburlasos, Uta Priss, Manuel Graña (eds), pp:33-44

ISBN 978–80–244–2112–4

Miguel Angel Veganzones, Manuel Graña

Endmember extraction methods: a short review

I. Lovrek, R.J. Howlett, L.C. Jain (Eds.): KES 2008, Part III, LNAI 5179, pp:400-407; Springer-Verlag Berlin Heidelberg. 2008.

ISBN 978-3-540-85566-8

M. Graña.

A Brief Review of Lattice Computing draft

Proceedings FUZZ-IEEE 2008, pp.1777-1781

ISBN 978-1-4244-1819-0

Maite García-Sebastián, A. M. Savio, M. Graña.

Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm

Proceedings CEC 2008, pp.4146-4150

ISBN 978-1-4244-1822-0

Diego Sal, Manuel Graña

A Multiobjective Evolutionary Algorithm for Hyperspectral Image Watermarking

Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.49-60

ISBN 978-3-540-79352-6

Miguel Angel Veganzones, José Orlando Maldonado, Manuel Graña

On Content-Based Image Retrieval Systems For Hyperspectral Remote Sensing Images

Computational Intelligence for Remote Sensing, Manuel Graña, Richard Duro (eds), Springer Verlag, Studies in Computational Intelligence series, pp.97-111

ISBN 978-3-540-79352-6

2007

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

New Delhi, India:Narosa Publishing House

ISBN 978-81-7319-882-3

I. Villaverde, M. Graña, 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, Springer Verlag, Heidelberg, pp. 837-844

Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402

ISBN 3-540-73006-0

ISSN 0302-9743

Maite García-Sebastián, Ana I. Gonzalez, Manuel Graña

Derivation of SOM-like rules for intensity inhomogeneity correction in MRI

Computational and ambient intelligence (IWANN), F. Sandoval, A. Prieto, J. Cabestany, M. Graña (eds) LNCS 4507, Springer Verlag, Heidelberg, pp. 669-676, 2007.

Indicadores de calidad (Índice de Impacto o similares): JCR 2004, 2005: 0.513, 0.402

ISBN 3-540-73006-0

ISSN 0302-9743

Manuel Graña, Ivan Villaverde, Ramon Moreno, Francisco X. Albizuri

Convex coordinates from lattice independent sets for visual pattern recognition

Computational Intelligence Based on Lattice Theory, G. Ritter, V. Kaburlasos (eds), Springer Verlag, pp: 99-126

ISBN 978-3-540-72686-9

Zelmar Echegoyen, Alicia d'Anjou, Manuel Graña

Modeling a Legged Robot for Visual Servoing slides draft

Computational Science and Its Applications -- ICCSA 2007, Osvaldo Gervasi and Marina L. Gavrilova (eds) LNCS 4707, Springer Verlag, pp: 798-810

ISBN 978-3-540-74482-5

Maite García-Sebastián, Manuel Graña

SOM for intensity inhomogeneity correction in MRI

ESANN 2007, M. Verleysen (ed), D-side Publications, pp: 109-114

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), IEEE Press, pp. 408-412

ISBN 1-4244-1348-6

I. Villaverde, M. Graña, J.L. Jimenez

Lattice Independence and Vision Based Mobile Robot Navigation

Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1196-1203

ISBN 978-3-540-74826-7

Zelmar Echegoyen, Alicia d’Anjou, Manuel Graña

Contribution to legged robot visual servoing

Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, Bruno Apolloni, Robert J. Howlett, and Lakhmi Jain (Eds.) LNAI 4693, Springer Verlag, pp: 1179-1186

ISBN 978-3-540-74826-7

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), Singapore: World Scientific, pp: 1580-1586

ISBN 978-981-270-967-7

M. Graña, J.L. Jimenez, 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), Singapore: World Scientific, pp: 1624-1631

ISBN 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, Advances in Soft Computing Vol. 44, Springer Verlag, pp: 288-295

ISBN 978-3-540-74971-4

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

2006

Ana I. González, Alicia D’Anjou, Maite García-Sebastián, Manuel Graña

SOM and Neural Gas as Graduated Nonconvexity Algorithms

The 2006 International Conference on Computational Science and its Applications -- ICCSA 2006, M. Gavrilova et al.(Eds.) LNCS 3982, Springer Verlag, Berlin Heidelberg, ICCSA 2006, part III, pp. 1143-1152. JCR(2005) 0.402.

ISBN 3-540-34075-0

C.Hernández, J. Gallego, Maite García-Sebastián, Manuel Graña Romay

On Clustering Performance Indices for Multispectral Image

Knowledge-Based Intelligent Information and Engineering Systems, 10 International Conf. -- KES 2006, B. Gabrys, R. J. Howlett and L. C. Jain (Eds.) LNCS 4253, Springer Verlag, Berlin, KES 2006, Part III, pp. 277-283. JCR(2005) 0.402.

ISBN 978-3-540-46542-3

José Orlando Maldonado, David Vicente, Miguel Angel Veganzones, Manuel Graña

"Spectral indexing for Hyperspectral image CBIR"

ESA-EUSC 2006 Image Information Mining for Security and Intelligence Proceedings (WPP-274).

2005

Maite García-Sebastián, E.Fernandez, M. Graña, F.J. Torrealdea

A gradient descent MRI illumination correction algorithm

Computational Intelligence an Bioinspired Systems -- IWANN 2005, F. Sandoval, A. Prieto, J. Cabestany (eds) LNCS 3512, Springer Verlag, Berlin, vol. 3512, pp. 913-920. JCR(2005) 0.402.

ISBN 3-540-26208-3