Publicaciones del grupo GICAP - Por año


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2016

Silvia González, Álvaro Herrero, Javier Sedano, Urko Zurutuza, Emilio Corchado
Different Approaches for the Detection of SSH Anomalous Connections
Logic Journal of the IGPL.Vol. 24 (1), p. 104-114, Oxford Journals
ISI JCR Impact Factor 2014: 0.461 (12/21 - Logic)
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Javier Sedano, Silvia González, Camelia Chira, Álvaro Herrero, Emilio Corchado, José Ramón Villar
Key Features for the Characterization of Android Malware Families
Logic Journal of the IGPL. ("Online"), Oxford Journals
ISI JCR Impact Factor 2014: 0.461 (12/21 - Logic)
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Raúl Sánchez, Emilio Corchado, Álvaro Herrero
Clustering extension of MOVICAB-IDS to distinguish intrusions in flow-based data
Logic Journal of the IGPL. ("Online"), Oxford Journals
ISI JCR Impact Factor 2014: 0.461 (12/21 - Logic)
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Álvaro Herrero, Bruno Baruque, Ajith Abraham, André Carlos Ponce de Leon Ferreira de Carvalho, Pablo Garcia Bringas, Héctor Quintián, Emilio Corchado
Editorial - Special Issue 6th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2013)
Logic Journal of the IGPL. Vol. 24 (1), p. 1-3, Oxford Journals
ISI JCR Impact Factor 2014: 0.461 (12/20 - Logic)
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Sonia Contreras
Crisis Económicas y su Influencia en la Siniestralidad Laboral
PhD Thesis Supervised by Miguel Ángel Manzanedo and Álvaro Herrero



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2015

Raúl Sánchez, Álvaro Herrero, Emilio Corchado
Clustering Extension of MOVICAB-IDS to Identify SNMP Community Searches
Logic Journal of the IGPL. Vol. 23 (1), p. 121-140, Oxford Journals.
ISI JCR Impact Factor 2014: 0.461 (12/21 - Logic)
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Silvia González, Javier Sedano, José Ramón Villar, Emilio Corchado. Álvaro Herrero, Bruno Baruque
Features and Models for Human Activity Recognition
Neurocomputing. Vol. 167 (1), p. 52-60, Elsevier.
ISI JCR Impact Factor 2014: 2.083 (36/123 - Computer Science, Artificial Intelligence)
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Lourdes Sáiz-Bárcena, Álvaro Herrero, Miguel Ángel Manzanedo del Campo, Ricardo Del Olmo
Easing Knowledge Management in the Power Sector by means of a Neuro-Genetic System
International Journal of Bio-Inspired Computation. Vol. 7 (3), p. 170-175, InderScience Enterprises
ISI JCR Impact Factor 2014: 3.969 (2/102 - Theory & Methods, 7/123 - Artificial Intelligence)
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Angel Arroyo, Verónica Tricio, Emilio Corchado, Álvaro Herrero
Neuro-Fuzzy Analysis of Atmospheric Pollution
Hybrid Artificial Intelligent Systems
Springer - Lecture Notes in Computer Science, Vol. 9121: p. 382-392.
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Álvaro Herrero, Javier Sedano, Bruno Baruque, Héctor Quintián, Emilio Corchado (Eds.)
10th International Conference on Soft Computing Models in Industrial and Environmental Applications
Springer - Advances in Intelligent Systems and Computing, Vol. 368. ISBN: 978-3-319-19718-0.
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Álvaro Herrero, Javier Sedano, Bruno Baruque, HÉctor Quintián, Emilio Corchado (Eds.)
International Joint Conference: CISIS’15 and ICEUTE’15
Springer - Advances in Intelligent Systems and Computing, Vol. 369. ISBN: 978-3-319-19712-8.
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Enrique A. de la Cal, José R. Villar, Paula M. Vergara, Javier Sedano, Álvaro Herrero
A Preliminary Cooperative Genetic Fuzzy Proposal for Epilepsy Identification Using Wearable Devices
10th International Conference on Soft Computing Models in Industrial and Environmental Applications
Springer - Advances in Intelligent Systems and Computing , Vol. 368 : p: 49-63.
ISBN: 978-3-319-19718-0.
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Álvaro Herrero, Emilio Corchado, Lourdes Sáiz-BÁrcena, Miguel A. Manzanedo
Analysis of Knowledge Management in Industrial Sectors by Means of Neural Models
10th International Conference on Soft Computing Models in Industrial and Environmental Applications
Springer - Advances in Intelligent Systems and Computing , Vol. 368 : p: 65-75.
ISBN: 978-3-319-19718-0.
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Ángel Arroyo, Verónica Tricio, Emilio Corchado, Álvaro Herrero
A Comparison of Clustering Techniques for Meteorological Analysis
10th International Conference on Soft Computing Models in Industrial and Environmental Applications
Springer - Advances in Intelligent Systems and Computing, Vol. 368 : p: 117-130.
ISBN: 978-3-319-19718-0.
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Bruno Baruque, Álvaro Herrero
Self-Assessment Web Tool for Java Programming
International Joint Conference
Springer - Advances in Intelligent Systems and Computing , Vol. 369 : p: 583-592.
ISBN: 978-3-319-19712-8.
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Javier Sedano, Camelia Chira, Silvia González, Álvaro Herrero, Emilio Corchado, José Ramón Villar
On the Selection of Key Features for Android Malware Characterization
International Joint Conference
Springer - Advances in Intelligent Systems and Computing , Vol. 369 : p: 167-176.
ISBN: 978-3-319-19712-8.
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David Atienza, Álvaro Herrero, Emilio Corchado
Neural Analysis of HTTP Traffic for Web Attack Detection
International Joint Conference
Springer - Advances in Intelligent Systems and Computing , Vol. 369 : p: 201-212.
ISBN: 978-3-319-19712-8.
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Raúl Sánchez, Álvaro Herrero, Emilio Corchado
Clustering and Neural Visualization for Flow-Based Intrusion Detection
International Joint Conference
Springer - Advances in Intelligent Systems and Computing , Vol. 369 : p: 333-345.
ISBN: 978-3-319-19712-8.
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Ángel Arroyo, Emilio Corchado, Verónica Tricio, Álvaro Herrero
Neural Networks for the Visual Analysis of Regional Pollution
16th International Conference on Computer as a Tool (EuroCon 2015)
IEEE. p: 1-6.IEEE Catalog Number: CFP15EUR-CDR
ISBN: 978-1-4799-8569-2.
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Álvaro Herrero, Václav Snášel, Ajith Abraham, Ivan Zelinka, Héctor Quintián, Emilio Corchado
Editorial - Special Issue 5th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2012)
Logic Journal of the IGPL.Oxford Journals. Vol. 23 (1): p. 1-3 ISI JCR Impact Factor 2014: 0.461 (12/20 - Logic)
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Álvaro Herrero, Václav Snášel, Ajith Abraham, Ivan Zelinka, Bruno Baruque, Héctor Quintián, José Luis Calvo-Rolle, Javier Sedano, Andre de Carlvalho, Emilio Corchado
Editorial - Special Issue SOCO 2012
Journal of Applied LogicElsevier. Vol. 13 (2): p. 91-93 ISI JCR Impact Factor 2014: 0.576 (8/21 - Logic, 108,123 - Artificial Intelligence)
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Álvaro Herrero, Bruno Baruque, Fanny Klett, Ajith Abraham, Václav SnáŠel, Andre C.P.L.F. de Carlvalho, Pablo García, Ivan Zelinka, Héctor Quintián, Juán Manuel Corchado, Emilio Corchado
Editorial - Special Issue SOCO 2013
Journal of Applied LogicElsevier. ("In press") ISI JCR Impact Factor 2014: 0.576 (8/21 - Logic, 108,123 - Artificial Intelligence)
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2014

José Gaviria de la Puerta, Iván García Ferreira, Pablo García Bringas, Fanny Klett, Ajith Abraham, André C.P.L.F de Carvalho, Álvaro Herrero, Bruno Baruque, Héctor Quintián, Emilio Corchado (Eds.)
International Joint Conference SOCO'14-CISIS'14-'14
Springer - Advances in Intelligent Systems and Computing, Vol. 299. ISBN: 978-3-319-07995-0.
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2013

Javier Sedano, Silvia González, Álvaro Herrero, Bruno Baruque, Emilio Corchado
Mutating Network Scans for the Assessment of Supervised Classifier Ensembles
Logic Journal of the IGPL. Vol 21 (4), págs 630-647,Oxford Journals.
ISI JCR Impact Factor 2013: 0.530 (5/20 - Logic)
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Álvaro Herrero, Martí Navarro, Vicente Julián, Emilio Corchado.
RT-MOVICAB-IDS: Addressing Real-Time Intrusion Detection.
Future Generation Computer Systems, Vol. 29 (1), págs. 250-261. Elsevier.
ISI JCR Impact Factor 2013: 1.86 (15/100 - Computer Science, Theory & Methods).
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Cristian I. Pinzón, Juán F. de Paz, Álvaro Herrero, Emilio Corchado, Javier Bajo.
idMAS-SQL: Intrusion Detection Based on MAS to detect and Block SQL Injection through Data Mining.
Information Sciences, Vol. 231, págs. 15-31,Elsevier.
ISI JCR Impact Factor 2013: 3.893 (8/135 - Computer Science, Information Systems)
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Raúl Sánchez, Álvaro Herrero, Emilio Corchado
Visualization and Clustering for SNMP Intrusion Detection
Cybernetics and Systems: An International Journal, Vol. 44: 6-7. Págs. 505-532. Taylor & Francis.
ISI JCR Impact Factor 2013: 0.507 (18/24 - Computer Science, Cybernetics)
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Lourdes Sáiz, Miguel A. Manzanedo, Arturo Pérez, Álvaro Herrero, Emilio Corchado.
Hybrid Visualization for Deep Insight into Knowledge Retention in Firms
Hybrid Artificial Intelligent Systems
Springer - Lecture Notes in Computer Science , Vol. 8073: págs 280-293.
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Álvaro Herrero, Bruno Baruque, Fanny Klett, Ajith Abraham, Václav Snášel, André C.P.L.F de Carvalho, Pablo García Bringas, Ivan Zelinka, Héctor Quintián, Emilio Corchado. (Eds.)
International Joint Conference SOCO´13-CISIS’13-ICEUTE´13
Springer - Advances in Intelligent and Computing, vol. 239. ISBN: 978-3-319-01853-9.
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Silvia González, Javier Sedano, Urko Zurutuza, Enaitz Ezpeleta, Diego Martínez, Álvaro Herrero, Emilio Corchado.
Classification of SSH Anomalous Connections
International Joint Conference SOCO’13-CISIS’13-ICEUTE’13
Springer - Advances in Intelligent Systems and Computing , Vol. 239 : págs: 479-488.
ISBN: 978-3-319-01853-9.
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Emilio Corchado, Álvaro Herrero
Editorial - Special Issue CISIS 2011
Logic Journal of the IGPL. Oxford Journals. Vol. 21 (4): p. 537-539 ISI JCR Impact Factor 2013: 0.530 (5/20 - Logic)
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2012

Álvaro Herrero, Urko Zurutuza, Emilio Corchado.
A Neural-Visualization IDS for Honeynet Data.
International Journal of Neural Systems, Vol. 22 (2): 1-18. World Scientific Publishing Co.
ISI JCR Impact Factor 2012: 5.054 (2/115 - Computer Science, Artificial Intelligence)
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Emilio Corchado, Bruno Baruque.
WeVoS∼ViSOM: An Ensemble Summarization Algorithm for Enhanced Data Visualization.
Neurocomputing, Vol. 75 (1), p. 171∼184 , Elsevier.
ISI JCR Impact Factor 2012: 1.634 (37/115 - Artificial Intelligence)
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Ángel Arroyo, Emilio Corchado, Verónica Tricio.
Soft computing models to analyze atmospheric pollution issues.
Logic Journal of IGPL, Vol. 20 (4), p. 699∼711 , Oxford Journals.
ISI JCR Impact Factor 2012: 1.136 (1/19 - Logic, 28/295 Mathematics, 64/247 - Applied Mathemathics)
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Álvaro Herrero, Václav Snášel, Ajith Abraham, Ivan Zelinka, Bruno Baruque, Héctor Quintián, José Luis Calvo, Javier Sedano, Emilio Corchado (Eds.)
International Joint Conference CISIS’12-ICEUTE´12-SOCO´12 Special Sessions
Springer - Advances in Intelligent and Soft Computing, vol. 189. ISBN: 978-3-642-33017-9.
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Álvaro San Salvador, Álvaro Herrero.
Contacting the Devices: A Review of Communication Protocols
Ambient Intelligence - Software and Applications (ISAmI 2012).
Springer - Advances in Intelligent and Soft Computing , Vol. 153 : págs: 3-10.
ISBN: 978-3-642-28782-4.
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Bruno Baruque, Raquel Redondo, Álvaro Herrero, Vicente Vera, Beatriz Hernando, Álvaro E. García, Javier Sedano, Jose Luis Calvo-Rolle, Emilio Corchado, Héctor Quintián.
Soft computing models for feature selection of an industrial dental milling case study
13th International Symposium on Manufacturing and Systems Engineering (ISOMA 2012).
 
 
 
 
Raúl Sánchez, Álvaro Herrero, Emilio Corchado.
Clustering for Intrusion Detection: Network Scans as a Case of Study
International Joint Conference CISIS’12-ICEUTE´12-SOCO´12 Special Sessions.
Springer - Advances in Intelligent and Soft Computing , Vol. 189: págs: 33-45.
ISBN: 978-3-642-33017-9.
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Javier Sedano, Silvia González, Bruno Baruque, Álvaro Herrero, Emilio Corchado.
Soft Computing for People Movement Classification
Soft Computing Models in Industrial and Environmental Applications
Springer - Advances in Intelligent and Soft Computing , Vol. 188 : págs: 241-248.
ISBN: 978-3-642-32921-0.
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Ángel Arroyo, Emilio Corchado, Verónica Tricio, Laura García-Hernández, Václav Snášel .
Soft Computing Techniques Applied to a Case Study of Air Quality in Industrial Areas in the Czech Republic
Soft Computing Models in Industrial and Environmental Applications
Springer - Advances in Intelligent Systems and Computing , Vol. 188, p. 537-546.
ISBN: 978-3-642-32922-7.
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Ángel Arroyo, Emilio Corchado, Verónica Tricio.
Soft Computing Models for Enviromental Data
Visualization and Analysis
8th International Conference on Air Quality &sim Science and Application
ISBN: 978-1907396-80-9.



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2011

Emilio Corchado, Álvaro Herrero.
Neural Visualization of Network Traffic Data for Intrusion Detection.
Applied Soft Computing, Vol. 11 (2) 2042-2056. Elsevier.
ISI JCR Impact Factor 2011: 2.612 (13/111 - Computer Science, Artificial Intelligence)
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Álvaro Herrero, Emilio Corchado, Alfredo Jiménez.
Unsupervised Neural Models for Country and Political Risk Analysis.
Expert Systems with Applications, Vol. 38 (11) 13641-13661. Elsevier.
ISI JCR Impact Factor 2011: 2.203 (22/111 - Computer Science, Artificial Intelligence)
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Javier Sedano, José Ramón Villar, Leticia Curiel, Emilio Corchado, Enrique de la Cal.
Learning and Training Techniques in Fuzzy Control for Energy Efficiency in Buildings.
Logic Journal of the IGPL, Special Issue on Mathematical Models in Artificial Intelligence,
Ed. Oxford Journals. ISI JCR Impact Factor 2011: 0.913 (1/19 - Logic)
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M. Lourdes Borrajo, Bruno Baruque, Emilio Corchado, Javier Bajo, Juan M. Corchado.
Hybrid Neural Intelligent System to Predict Bussiness Failure in SMEs.
International Journal of Neural Systems, Vol. 21 (4), p. 277∼296 ,
World Scientific Journals. ISI JCR Impact Factor 2011: 4.284 (4/111 - Computer Science, Artificial Intelligence)
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Emilio Corchado, Aitor Mata, Bruno Baruque, Juan M. Corchado, Belén and Pérez-Lancho.
A topology-preserving system for environmental models forecasting.
International Journal of Computer Mathematics, Vol. 88 (9) 1979-1989.
Taylor & Francis Online. ISI JCR Impact Factor 2011: 0.499 (179/245 - Mathematics, Applied)
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Emilio Corchado, Juan Carlos Pérez.
A Three-step Unsupervised Neural Model for Visualizing High Complex Dimensional Spectroscopic Data Sets.
Pattern Analysis and Applications, Vol. 14 (2) 207-218. Springer.
ISI JCR Impact Factor 2011: 0.739 (77/111 - Computer Science, Artificial Intelligence)
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Emilio Corchado, Ángel Arroyo, Verónica Tricio
Soft computing models to identify typical meteorological days
Logic Journal of IGPL, Vol. 19 (2), p. 373∼383
ISI JCR Impact Factor 2011: 0.913 (1/19 - Logic, 50/289 - Mathematics, 85/245 - Applied Mathematics)
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Álvaro Herrero, Emilio Corchado
Mobile Hybrid Intrusion Detection: The MOVICAB-IDS System
Springer - Studies in Computational Intelligence, Vol. 334. ISBN: 978-3-642-18298-3.
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Bruno Baruque and Emilio Corchado
Fusion Methods for Unsupervised Learning Ensembles
Springer - Studies in Computational Intelligence, Vol. 322. ISBN: 978-3-642-16204-6.
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Silvia González, Javier Sedano, Álvaro Herrero, Bruno Baruque, Emilio Corchado.
Testing Ensembles for Intrusion Detection: on the Identification of Mutated Network Scans.
Computational Intelligence in Security for Information Systems.
Springer - Lecture Notes in Computer Science , Vol. 6694: 110-118.
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Santiago Porras, Bruno Baruque, Belén Vaquerizo, Emilio Corchado.
Clustering Ensemble for Spam Filtering.
6th International Workshop on Hybrid Artificial Intelligence Systems (HAIS2011).
Springer - Lecture Notes in Computer Science , Vol. 6679: 363-372.
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Lourdes Sáiz, Arturo Pérez, Álvaro Herrero, Emilio Corchado.
Analyzing Key Factors of Human Resources Management.
Intelligent Data Engineering and Automated Learning - IDEAL 2011.
Springer - Lecture Notes in Computer Science , Vol. 6936: 463-473.
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Álvaro Herrero, Emilio Corchado (Eds.)
Computational Intelligence in Security for Information Systems
4th International Conference, CISIS 2011 , Held at IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011. Proceedings.
Springer - Lecture Notes in Computer Science, Vol. 6694. ISBN: 978-3-642-21322-9.

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Urko Zurutuza, Enaitz Ezpeleta, Álvaro Herrero, Emilio Corchado.
Visualization of Misuse-based Intrusion Detection: Application to Honeynet Data
6th International Workshop on Soft Computing Models in Industrial Applications (SOCO 2011).
Springer - Advances in Intelligent and Soft Computing , Vol.87: pags: 561-570.
ISBN: 978-3-642-19643-0.
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Javier Sedano, Silvia González, Álvaro Herrero, Bruno Baruque, Emilio Corchado.
Nature-inspired Ensembles to Detect SNMP Anomalous Situations
Third World Congress on Nature and Biologically Inspired Computing (NaBIC 2011).
IEEE Press: pags: 561-570.
ISBN: 9978-1-4577-1122-0.
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Belén Vaquerizo, Álvaro Herrero, Emilio Corchado.
Visual Analysis of Nurse Rostering Solutions through a Bio-inspired Intelligent Model
11th International Conference on Intelligent Systems Design and Applications (ISDA 2011).
IEEE Press: pags: 231-236.
ISBN: 978-1-4577-1675-1.
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Leticia Curiel, Bruno Baruque, Carlos Dueñas, Emilio Corchado, Cristina Pérez
Complications detection in treatment for bacterial endocarditis.
International Symposium on Distributed Computing and Artificial Intelligence.
Springer - Advances in Intelligent and Soft Computing, Vol. 91: 241-248.

ISBN: 978-3-642-19933-2
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Ángel Arroyo, Emilio Corchado, Verónica Tricio
A Climatologycal Analysis by means of Soft Computing Models
Soft Computing Models in Industrial and Environmental Applications, 6th International Conference SOCO 2011.
Springer - Advances in Intelligent and Soft Computing, Vol. 87, p. 551-559.

ISBN: 978-3-642-19644-7.
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2010

Álvaro Herrero, Emilio Corchado, Lourdes Saiz, Ajith Abraham.
DIPKIP: A Connectionist Knowledge Management System to Identify Knowledge Deficits in Practical Cases.
Computational Intelligence, Vol. 26 (1): 26-56. Wiley-Backwell.
ISI JCR Impact Factor 2010: 0.704 (82/108 - Artificial Intelligence)
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Bruno Baruque, Emilio Corchado, Aitor Mata, Juan M. Corchado.
A Forecasting Solution to the Oil Spill Problem Based on a Hybrid Intelligent System
Information Sciences, Vol. 180 (10): 2029-2043. Elsevier
ISI JCR Impact Factor 2010: 2.836 (10/128 - Information Systems)
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Bruno Baruque, Emilio Corchado.
A Weighted Voting Summarization of SOM Ensembles
Data Mining and Knowledge Discovery. Springer
ISI JCR Impact Factor 2010: 1.238 (61/108 - Artificial Intelligence, 58/128 - Information Systems)
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Javier Sedano, Leticia Curiel, Emilio Corchado, Enrique de la Cal and José R. Villar.
A Soft Computing Based Method for Detecting Lifetime Building Thermal Insulation Failures.
Integrated Computer-Aided Engineering. Vol. 17 (2): 103-115. IOSPress
ISI JCR Impact Factor 2010: 2.122 (26/108 - Artificial Intelligence, 17/97, Interdisciplinary applications)
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Javier Sedano, Emilio Corchado, Leticia Curiel, José Ramón Villar, Enrique de la Cal.
Detection of heat flux failures in building using a soft computing diagnostic system.
Neural Network World: International Journal on Non-Standard Computing and Artificial Intelligence. Vol. 20 (2): 883-898.
ISI JCR Impact Factor 2010: 0.511 (94/108 - Artificial Intelligence)
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Javier Sedano, José Ramón Villar, Leticia Curiel, Emilio Corchado, Andrés Bustillo.
A Soft Computing System for Modelling the Manufacture of Steel Components.
Soft Computing Methods for Practical Environment Solutions: Techniques and Studies,127-142
ISBN: 978-3-540-93904-7.
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Álvaro Herrero, Martí Navarro, Vicente Julián, Emilio Corchado.
Incorporating Temporal Constraints in the Planning Task of a Hybrid Intelligent IDS.
Hybrid Artificial Intelligence Systems.
Springer - Lecture Notes in Computer Science , Vol.6077: 101-110.
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Cristian Pinzón, Álvaro Herrero, Juan F. De Paz, Emilio Corchado, Javier Bajo
CBRid4SQL: A CBR Intrusion Detector for SQL Injection Attacks.
Hybrid Artificial Intelligence Systems.
Springer - Lecture Notes in Computer Science ,Vol.6077: 510-519.
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Bruno Baruque, Emilio Corchado.
A Bio-inspired Fusion Method for Data Visualization .
Hybrid Artificial Intelligence Systems.
Springer - Lecture Notes in Computer Science ,Vol.6077: 501-509.
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Enrique de la Cal, E. M. Fernández, R. Quiroga, José Villar, Javier Sedano
Scalability of a Methodology for Generating Technical Trading Rules with GAPs Based on Risk-Return Adjustment and Incremental Training.
Hybrid Artificial Intelligence Systems.
Springer - Lecture Notes in Computer Science ,Vol.6077: 143-150.
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Álvaro Herrero, Emilio Corchado, Carlos Redondo, Ángel Alonso (Eds.)
Computational Intelligence in Security for Information Systems 2010
Proceedings of the 3rd International Conference on Computational Intelligence in Security for Information Systems (CISIS'10),
Springer - Advances in Intelligent and Soft Computing, Vol. 85. ISBN: 978-3-642-16625-9.

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Álvaro Herrero, Cristian Iván Pinzón, Emilio Corchado, Javier Bajo.
Unsupervised Visualization of SQL Attacks by means of the SCMAS Architecture.
8th Int. Conf. on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2010)
Springer - Advances in Intelligent and Soft Computing , Vol.71: pags: 713-720.
ISBN: 978-3-642-12432-7.
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Álvaro Herrero, Lourdes Sáiz, Emilio Corchado.
Assessing Knowledge Management in the Power Sector through a Connectionist Model
8th Int. Conf. on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2010)
Springer - Advances in Intelligent and Soft Computing , Vol.71: pags: 721-729.
ISBN: 978-3-642-12432-7.
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Martí Navarro, Álvaro Herrero, Emilio Corchado and Vicente Julián.
Approaching Real-Time Intrusion Detection through MOVICAB-IDS
5th Int. Workshop on Soft Computing Models in Industrial Applications (SOCO 2010).
Springer - Advances in Intelligent and Soft Computing , Vol.73: pags: 9-18.
ISBN: 978-3-642-13160-8.
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Jose R. Villar, Enrique de la Cal, Javier Sedano and Marco García.
Evaluating the Low Quality Measurements in Lighting Control Systems
5th Int. Workshop on Soft Computing Models in Industrial Applications (SOCO 2010).
Springer - Advances in Intelligent and Soft Computing , Vol.73: pags: 119-126.
ISBN: 978-3-642-13160-8.
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Ángel Arroyo, Emilio Corchado and Verónica Tricio,
Soft Computing Models for an Environmental Application.
5th Int. Workshop on Soft Computing Models in Industrial Applications (SOCO 2010).
Springer - Advances in Intelligent and Soft Computing , Vol.73: pags: 127-135.
ISBN: 978-3-642-13160-8.
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Bruno Baruque, Emilio Corchado and Jordi Rovira.
A Bio-inspired Ensemble Model for Food Industry Applications.
5th Int. Workshop on Soft Computing Models in Industrial Applications (SOCO 2010).
Springer - Advances in Intelligent and Soft Computing , Vol.73: pags: 209-217.
ISBN: 978-3-642-13160-8.
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Santiago Porras, Álvaro Alonso, Bruno Baruque, Hujun Yin, Emilio Corchado and Jordi Rovira
Improving the Growing Neural Gas Algorithm with Ensembles.
CMMSE 2010: Proceedings of the 10th Int. Conf. on Mathematical Methods in Science and Engineering.
ISBN: 13: 978-84-613-5510-5.
URL
 
 
 
Álvaro Alonso, Santiago Porras, Enaitz Ezpeleta, Ekhiotz Vergara, Ignacio Arenaza, Roberto Uribeetxeberria, Urko Zurutuza, Álvaro Herrero and Emilio Corchado
On the Visualization of Honeypot Data through Projection Techniques.
CMMSE 2010: Proceedings of the 10th Int. Conf. on Mathematical Methods in Science and Engineering , vol. IV, págs.: 1038-1049
ISBN: 13: 978-84-613-5510-5.
URL
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Ángel Arroyo, Verónica Tricio, Álvaro Alonso, Santiago Porras and Emilio Corchado
A Meteorological Conditions study by means of Soft Computing Models.
CMMSE 2010: Proceedings of the 10th Int. Conf. on Mathematical Methods in Science and Engineering.
ISBN: 13: 978-84-613-5510-5.
URL
 
 
 
Emilio Corchado, Aitor Mata, Álvaro Herrero y Lourdes Sáiz.
On the Improvement of Knowledge Management Status through Case-Based Reasoning in a Hybrid Approach.
10th International Conference on Hybrid Intelligent Systems (HIS 2010): 67-72. IEEE Press.
ISBN: 978-1-4244-7364-9
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Cristian Pinzón, Juan F. De Paz, Javier Bajo, Álvaro Herrero, Emilio Corchado.
AIIDA-SQL: An Adaptive Intelligent Intrusion Detector Agent for Detecting SQL Injection Attacks.
10th International Conference on Hybrid Intelligent Systems (HIS 2010): 73-78. IEEE Press.
ISBN: 978-1-4244-7364-9
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Cristian Pinzón, Juan F. De Paz, Álvaro Herrero, Emilio Corchado, Javier Bajo
A Distributed Hierarchical Multi-agent Architecture for Detecting Injections in SQL Queries.
3rd Int. Workshop on Computational Intelligence in Security for Information Systems (CISIS'10).
Springer - Advances in Intelligent and Soft Computing, Vol. 63: 143-154.

ISBN: 978-3-642-16625-9
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Martí Navarro, Emilio Corchado, Vicente Julián, Álvaro Herrero.
Incorporating Temporal Constraints in the Analysis Task of a Hybrid Intelligent IDS.
3rd Int. Workshop on Computational Intelligence in Security for Information Systems. (CISIS'10).
Springer - Advances in Intelligent and Soft Computing, Vol. 85: 61-69.

ISBN: 978-3-642-16625-9
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Álvaro Alonso, Santiago Porras, Enaitz Ezpeleta , Ekhiotz Vergara, Ignacio Arenaza, Roberto Uribeetxeberria, Urko Zurutuza, Álvaro Herrero, Emilio Corchado.
Understanding Honeypot Data by an Unsupervised Neural Visualization.
3rd Int. Workshop on Computational Intelligence in Security for Information Systems. (CISIS'10).
Springer - Advances in Intelligent and Soft Computing, Vol. 85: 151-160.

ISBN: 978-3-642-16625-9
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Javier Sedano, José Ramón Villar, Leticia Curiel, Enrique de la Cal y Emilio Corchado.
Modelling of heat Flux in Building using Soft-computing Techniques.
International Conference on Industrial, Engineering & Others Applications of Applied Intelligent Systems.
Springer - Lecture Notes in Artificial Intelligent , Vol.6098: 636-645.
URL
 
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Leticia Curiel
SIBIC: Sistema de Identificación basado en Inteligencia Computacional
PhD Thesis Supervised by Emilio Corchado and Javier Sedano
 
 
 



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2009

Emilio Corchado, María A. Pellicer, María Lourdes Borrajo.
A MLHL Based Method to an Agent-Based Architecture.
Int. Journal of Computer Mathematics, Vol.86 (10 & 11) 1760-1768. Taylor & Francis.
ISI JCR Impact Factor 2009: 0.478
URL
 
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Javier Sedano, Emilio Corchado, Leticia Curiel, Jose Villar, Pedro Bravo.
The Application of a Two-Step AI Model to an Automated Pneumatic Drilling Process .
Int. Journal of Computer Mathematics, Vol.86 (10 & 11) 1769-1777. Taylor & Francis.
ISI JCR Impact Factor 2009: 0.478 (169/204 - Applied mathematics)
URL
 
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Álvaro Herrero, Emilio Corchado, María A. Pellicer, Ajith Abraham.
MOVIH-IDS: A Mobile-Visualization Hybrid Intrusion Detection System.
Neurocomputing, Vol.72: (13-15) 2775-2784. Elsevier.
ISI JCR Impact Factor 2009: 1.440 .
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Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Rodolfo Zunino .
Neural Projection Techniques for the Visual Inspection of Network Traffic.
Neurocomputing, Vol.72: (16-18) 3649-3658. Elsevier.
ISI JCR Impact Factor 2009: 1.440.
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Álvaro Herrero, Emilio Corchado.
Mining Network Traffic Data for Attacks through MOVICAB-IDS.
Springer - Foundations of Computational Intelligence, Vol. 4: 377-394
ISBN: 978-3-642-01087-3.
 
 
 
Andrés Bustillo, Javier Sedano, Leticia Curiel, José R. Villar, Emilio Corchado.
A Soft Computing System for Modelling the Manufacture of Steel Components.
Springer - Advances in Soft Computing, Computer Recognition Systems 3 Capítulo 9: 127-142
ISBN: 978-1-615-20893-7.
URL
 
 
 
Bruno Baruque, Emilio Corchado, Aitor Mata, Juan M. Corchado.
Ensemble Methods for Boosting Visualization Models.
Bio-Inspired Systems: Computational and Ambient Intelligence 10th International Work-Conference on Artificial Neural Networks (IWANN 2009).
Springer - Lecture Notes in Computer Science , Vol.5517: 165-173.
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Aitor Mata, Belén Pérez, Angélica González, Bruno Baruque, Emilio Corchado.
MACSDE: Multi-Agent Contingency Response System for Dynamic Environments.
4th International Workshop on Hybrid Artificial Intelligence Systems (HAIS2009).
Springer - Lecture Notes in Computer Science, Vol.5572: 50-59.
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Álvaro Herrero, Aitor Mata, Emilio Corchado, Lourdes Sáiz.
A Hybrid Solution for Advice in the Knowledge Management Field.
4th International Workshop on Hybrid Artificial Intelligence Systems (HAIS2009).
Springer - Lecture Notes in Computer Science, Vol.5572: 157-168.
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José R. Villar, María R. Suárez, Javier Sedano, Felipe Mateos.
Unsupervised Feature Selection in High Dimensional Spaces and Uncertainty.
4th International Workshop on Hybrid Artificial Intelligence Systems (HAIS2009).
Springer - Lecture Notes in Computer Science, Vol.5572: 565-572.
URL
 
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Enrique de la Cal, José R. Villar, Javier Sedano.
A Thermodynamical Model Study for an Energy Saving Algorithm.
4th International Workshop on Hybrid Artificial Intelligence Systems (HAIS2009).
Springer - Lecture Notes in Computer Science, Vol.5572: 384-390.
URL
 
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Raquel Redondo, Pedro Santos, Andres Bustillo, Javier Sedano, José R. Villar, Maritza Correa, José R. Alique, Emilio Corchado.
A Soft Computing System to Perform Face milling Operations.
4th International Workshop on Soft Computing Models in Industrial Applications.
Springer - Lecture Notes in Computer Science, Vol.5518: 1282-1291.
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Ángel Arroyo, Emilio Corchado, Verónica Tricio.
Atmospheric Pollution Analysis by Unsupervised Learning.
10th Int. Conf. on Intelligent Data Engineering and Automated Learning (IDEAL 2009).
Springer - Lecture Notes in Computer Science, Vol.5788: 767-772.
URL
 
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Javier Sedano, José R. Villar, Leticia Curiel, Enrique de la Cal, Emilio Corchado.
Improving Energy Efficiency in Buildings Using Machine Intelligence.
10th Int. Conf. on Intelligent Data Engineering and Automated Learning (IDEAL 2009).
Springer - Lecture Notes in Computer Science, Vol.5788: 773-782.
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Emilio Corchado, Hujun Yin (Eds.)
Intelligent Data Engineering and Automated Learning - IDEAL 2009.
10th International Conference, Burgos, Spain, September 23-26, 2009, Proceedings.
Springer - Lecture Notes in Computer Science, Vol. 5788. ISBN 978-3-642-04393-2.

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Emilio Corchado, Xindong Wu, Erkki Oja, Álvaro Herrero, Bruno Baruque (Eds.)
Hybrid Artificial Intelligence Systems.
Proceedings of the 4th International Workshop on Hybrid Artificial Intelligence Systems (HAIS2009). Springer - Lecture Notes in Computer Science, vol. 5572. ISBN 978-3-642-02318-7.
URL
 
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Sigeru Omatu, Miguel Rocha, José Bravo, Florentino Fernández Riverola, Emilio Corchado, Andrés Bustillo, and Juan M. Corchado (Eds.).
Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Livings.
Proceedings of the 10th International Work-Conference on Artificial Neural Networks, IWANN 2009. Springer - Lecture Notes in Computer Science, vol. 5518. ISBN 978-3-642-02318-7.
URL
 
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Álvaro Herrero, Paolo Gastaldo, Rodolfo Zunino, Emilio Corchado. (Eds.)
Computational Intelligence in Security for Information Systems.
Proceedings of the 2nd International Workshop on Computational Intelligence in Security for Information Systems, CISIS'09. Springer - Advances in Intelligent and Soft Computing , vol. 63. ISBN 978-3-642-04090-0.
URL
 
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David Martín, Emilio Corchado, Raúl Marticorena.
A Code-Comparison of Student Assignments Based on Neural Visualisation Models.
2nd International Conference on Computer Supported Education ECSEDU 2009
Vol. 1: 47-54 . ISBN 978-989-8111-82-1.
 
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Emilio Corchado, Aitor Mata, Bruno Baruque.
A Summarization of SOM Ensembles Algorithm to Boost the Performance of a Forecasting CBR System Applied to Forest Fires.
Int. Conf. on Computational and Mathematical Methods in Science and Engineering (CMMSE2009)
CMMSE2009: Vol.4: 1215-1222 ISBN: 978-84-612-9727-6
URL
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Ángel Arroyo, Emilio Corchado and Verónica Tricio
Computational Methods for Immision Analysis of Urban Atmospheric Pollution.
Int. Conf. on Computational and Mathematical Methods in Science and Engineering (CMMSE2009)
CMMSE2009: Vol. 4: 1169-1176. ISBN: 978-84-612-9727-6
URL
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Mingyan Zhao, Hongbo Liu, Ajith Abraham, Emilio Corchado
A Swarm-based Rough Set Approach for Group Decision Support Systems.
Ninth International Conference on Hybrid Intelligent Systems: Vol.3: 365-339.
IEEE Computer Society ISBN 978-989-8111-82-1.
URL
 
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Aitor Mata, Belén Pérez-Lancho, Emilio Corchado, Javier Bajo
Organization Based System for Oceanographic Monitoring.
12th International Conference on Information Fusion. 968-975
IEEE Press ISBN - 978-0-9824-4380-4
URL
 
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Álvaro Herrero, Emilio Corchado
Multiagent Systems for Network Intrusion Detection: A Review.
2nd Int. Workshop on Computational Intelligence in Security for Information Systems. (CISIS'09).
Springer - Advances in Intelligent and Soft Computing, Vol. 63: 143-154.
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Mª Belén Vaquerizo
Intelligent Methods and Models in Transportation.
2nd Int. Workshop on Computational Intelligence in Security for Information Systems. (CISIS'09).
Springer - Advances in Intelligent and Soft Computing, Vol. 63: 193-201.
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José R. Villar, Roberto Pérez, Enrique de la Cal, Javier Sedano
Efficiency in Electrical Heating Systems: An MAS Real World Application.
7th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2009)
Springer - Advances in Intelligent and Soft Computing, Vol. 55: 460-469.
URL
 
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Javier Sedano, Leticia Curiel, Emilio Corchado, Enrique de la Cal, José R. Villar
Soft Computing for Detecting Thermal Insulation Failures in Buildings.
Int. Conf. on Computational and Mathematical Methods in Science and Engineering (CMMSE2009)
CMMSE2009, Vol 4: 1392-1402. ISBN: 978-84-612-9727-6
URL
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Bruno Baruque, Emilio Corchado.
A Novel Ensemble of Scale-Invariant Feature Maps.
CORES'09, International Conference on Computer Recognition Systems
Springer-Advances in Soft Computing , Vol. 57: 265-273
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Ajith Abraham, Emilio Corchado, Juan Manuel Corchado (Eds).
Hybrid learning Machines.
Neurocomputing, Elsevier Science Vol.72 (13-15)
 
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Ajith Abraham, André de Carvalho, Emilio Corchado (Eds).
Hybrid intelligent algorithms and applications
Neurocomputing, Elsevier Science Vol.180 (14)
 URL
 
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Emilio Corchado, Juan Manuel Corchado, Ajith Abraham (Eds).
Hybrid Intelligence for Bio-Medical Informatics.
International Journal of Computational Intelligence in Bioinformatics and Systems Biology (IJCIBSB), Vol.1(2) Inderscience Publishers
 
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Ajith Abraham, Emilio Corchado, Juan Manuel Corchado (Eds).
Hybrid Reasoning Based Intelligent Systems.
International Journal of Reasoning-based Intelligent Systems (IJRIS), Vol.1(4) Inderscience Publishers
 
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Álvaro Herrero.
MOVICAB-IDS: A Mobile Hybrid Intrusion Detection System.
PhD Thesis Supervised by Emilio Corchado
 
 
 
Bruno Baruque.
Fusion Methods for Unsupervised Learning Ensembles.
PhD Thesis Supervised by Emilio Corchado
 
 
 
 



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2008

Bruno Baruque, Emilio Corchado, Jordi Rovira, Javier González.
Application of Topology Preserving Ensembles for Sensory Assessment in the Food Industry.
Intelligent Data Engineering and Automated Learning - IDEAL 2008.
Springer - Lecture Notes in Computer Science, Vol. 5326: 491-497.
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Alfredo Jiménez , Álvaro Herrero, Emilio Corchado.
Country and Political Risk Analysis of Spanish Multinational Enterprises Using Exploratory Projection Pursuit.
Intelligent Data Engineering and Automated Learning - IDEAL 2008.
Springer - Lecture Notes in Computer Science, Vol. 5326: 508-515.
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Andrés Bustillo, Javier Sedano. Jose Ramón Villar, Leticia Curiel, Emilio Corchado.
AI for Modelling the Laser Milling of Copper Components.
Intelligent Data Engineering and Automated Learning - IDEAL 2008.
Springer - Lecture Notes in Computer Science, Vol. 5326: 498-507.
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Emilio Corchado, Bruno Baruque, Aitor Mata, Juan Manuel Corchado.
A WeVoS-CBR Approach to Oil Spill Problem.
3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS2008).
Springer - Lecture Notes in Computer Science, Vol. 5271: 378-384.
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Álvaro Herrero, Emilio Corchado.
Traffic Data Preparation for a Hybrid Network IDS.
3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS2008).
Springer - Lecture Notes in Computer Science, Vol. 5271: 247-256.
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José R. Villar, Enrique de la Cal, Javier Sedano.
Minimizing Energy Consumption in Heating Systems under Uncertainty.
3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS2008).
Springer - Lecture Notes in Computer Science, Vol. 5271: 583-590.
URL
 
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Emilio Corchado, Rodolfo Zunino, Paolo Gastaldo, Álvaro Herrero (Eds).
Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems CISIS'08.
Springer - Advances in Soft Computing Vol. 53 ISBN: 978-3-540-88180-3
URL
 
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Emilio Corchado, Ajith Abraham, Witold Pedrycz (Eds).
Proceedings of the 3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS2008).
Hybrid Artificial Intelligence Systems. Springer - Lecture Notes in Computer Science Vol. 5271
ISBN 978-3-540-87655-7.
URL
 
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Álvaro Herrero, Emilio Corchado.
Agents and Neural Networks for Intrusion Detection.
Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems CISIS'08.
Springer - Advances in Soft Computing Vol. 53: 155-162.
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Aitor Mata, Emilio Corchado, Bruno Baruque.
Solving the Oil Spill Problem Using a Combination of CBR and a Summarization of SOM Ensembles.
International Symposium on Distributed Computing and Artificial Intelligence 2008 (DCAI 2008).
Springer - Advances in Soft Computing Vol. 50: 658-662.
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Andrés Bustillo, Javier Sedano, Jose R. Villar, Leticia Curiel, Emilio Corchado.
Conventional Methods and AI models for Solving an Industrial Problem.
IEEE Xplorer Second UKSIM European Symposium on Computer Modeling and Simulation: 317-322.
URL
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Emilio Corchado, María A. Pellicer, María Lourdes Borrajo.
A MLHL based Model to an Agent-Based Architecture.
CMMSE'08, Computational and Mathematical Methods in Science and Engineering. 8th International conference computational and mathematical methods in science and engeneering.
 
 
 
 
Javier Sedano, Jose R. Villar, Emilio Corchado, Leticia Curiel, Pedro Bravo.
Identification of the Optimal Conditions Of A Pneumatic Drill.
CMMSE'08, Computational and Mathematical Methods in Science and Engineering. 8th International conference computational and mathematical methods in science and engeneering.
 
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Hujun Yin, Laiwan Chan, Emilio Corchado (Eds).
7th International Conference on Intelligent Data Engineering and Automated Learning.
International Journal of Neural Systems. Vol.18, N°1
URL
 
 
 
Hujun Yin, Laiwan Chan, Emilio Corchado (Eds).
International Journal of Neural Systems. Vol.18, N°6.
URL
 
 
 



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2007

Álvaro Herrero, Emilio Corchado, Maria A. Pellicer, Ajith Abraham.
Deliberative Agents for Intrusion Detection.
Artificial Intelligence and its Applications: From Theory to Practice: 157-166.
 
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Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Rodolfo Zunino.
A Comparison of Neural Projection Techniques Applied to Intrusion Detection Systems.
9th internacional Work-Conference on Artificial Neural Networks (IWANN2007).
Springer - Lecture Notes in Computer Science, Vol.4507: 1138-1146.
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Bruno Baruque, Emilio Corchado, Hujun Yin.
ViSOM Ensembles for Visualization and Classification.
9th International Work-Conference on Artificial Neural Networks (IWANN2007)
Springer - Lecture Notes in Computer Science, Vol.4507: 235-243.
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Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino.
Intrusion Detection at Packet Level by Unsupervised Architectures.
8th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'07).
Springer - Lecture Notes in Computer Science, Vol.4881: 718-727.
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Bruno Baruque, Emilio Corchado, Hujun Yin.
Quality of Adaptation of Fusion ViSOM.
8th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'07).
Springer - Lecture Notes in Computer Science, Vol.4881: 728-738.
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Paolo Gastaldo, Francesco Picasso, Rodolfo Zunino, Álvaro Herrero, Emilio Corchado, Jose Manuel Sáiz.
IDS Based on Bio-Inspired Models.
11th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2007).
Springer - Lecture Notes in Computer Science, Vol.4693: 133-140.
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Bruno Baruque, Emilio Corchado, Hujun Yin, Jordi Rovira, Javier González.
Automated Ham Quality Classification Using Ensemble Unsupervised Mapping Models.
11th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2007).
Springer - Lecture Notes in Computer Science, Vol.4693: 435-443.
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Bruno Baruque, Emilio Corchado, Hujun Yin.
Boosting Unsupervised Competitive Learning Ensembles.
International Conference on Artificial Neural Networks (ICANN 2007).
Springer - Lecture Notes in Computer Science, Vol.4668: 339-348.
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José R. Villar , Enrique de la Cal, Javier Sedano.
Energy Saving by Means of Fuzzy Systems.
Intelligent Data Engineering and Automated Learning (IDEAL 2007).
Springer - Lecture Notes in Computer Science Vol.4881: 155-167.
URL
 
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Hujun Yin, Peter Tiño, Emilio Corchado, William Byrne, Xin Yao (Eds).
Intelligent Data Engineering and Automated Learning - IDEAL 2007.
Springer - Lecture Notes in Computer Science Vol.4881 ISBN 978-3-540-77225-5.
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Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Francesco Picasso, Rodolfo Zunino.
Auto-Associative Neural Techniques for Intrusion Detection Systems.
2007 IEEE International Symposium on Industrial Electronics (ISIE'2007)
IEEE Xplore Industrial Electronics, 2007. ISIE 2007. IEEE International Symposium on: 1905-1910.
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Álvaro Herrero, Emilio Corchado, María A. Pellicer, Ajith Abraham.
Hybrid Multi Agent-Neural Network Intrusion Detection with Mobile Visualization.
2nd International Workshop on Hybrid Artificial Intelligence Systems (HAIS07). Innovations in Hybrid Intelligent Systems.
Springer - Advances in Soft Computing Vol.44: 320-328.
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Bruno Baruque, Emilio Corchado.
Fusion of Visualization Induced SOM.
2nd International Workshop on Hybrid Artificial Intelligence Systems (HAIS07). Innovations in Hybrid Intelligent Systems.
Springer - Advances in Soft Computing Vol.44: 151-158.
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2006

Paolo Gastaldo, Francesco Picasso, Rodolfo Zunino, Emilio Corchado, Álvaro Herrero.
Computational-Intelligence Models for Visualization-based Intrusion Detection Systems.
Universidad de Salamanca. HAIS 2006, ISBN: 84-934181-9-6.
 
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Bogdan Gabrys, Bruno Baruque, Emilio Corchado.
Outlier Resistant PCA Ensembles.
Knowledge-Based & Intelligent Information & Engineering Systems. 10th international conference, KES 2006 (3). Lecture Notes in Computer Science, ISBN 3-540-46542-1: 432-440.
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Emilio Corchado, Álvaro Herrero, José Manuel Saiz.
Testing CAB-IDS through Mutations: on the Identification of Network Scans.
Knowledge-Based & Intelligent Information & Engineering Systems. 10th international conference, KES 2006 (2) . Lecture Notes in Computer Science, ISBN 3-540-46537-5: 433 - 441.
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Emilio Corchado, José Manuel Saiz, Álvaro Herrero.
MOVICAB-IDS: Visual Analysis of Network Traffic Data Streams for Intrusion Detection.
Intelligent Data Engineering and Automated Learning - IDEAL 2006. Lecture Notes in Computer Science, 3-540-45485-3: 1424 - 1433.
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Emilio Corchado, Bruno Baruque, Bogdan Gabrys.
Maximum Likelihood Topology Preserving Ensembles.
Intelligent Data Engineering and Automated Learning - IDEAL 2006. Lecture Notes in Computer Science, ISBN 3-540-45485-3: 1434-1442.
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Emilio Corchado, Hujun Yin, Vicente J. Botti, Colin Fyfe (Eds.) .
Intelligent Data Engineering and Automated Learning - IDEAL 2006.
Lecture Notes in Computer Science vol. 4224 Springer 2006, ISBN 3-540-45485-3.
URL
 
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Javier Bajo, Emilio Corchado, Álvaro Herrero, Juan Manuel Corchado (Editores).
HAIS 2006.
Universidad de Salamanca, Servicio de imprenta. ISBN: 84-934181-9-6.
 
 
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Emilio Corchado, Álvaro Herrero, Bruno Baruque.
A Multiagent System for Intrusión Detection: MOVICAB-IDS.
5th Int. Workshop on Practical Applications of Agents and Multiagent Systems (IWPAAMS 2006).
Vol.1: 135-144, 2006. ISBN: 84-934181-7-X.
 
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Bruno Baruque, Bodgan Gabrys, Emilio Corchado, Álvaro Herrero, Jordi Rovira, Javier González.
Outlier Overcoming Using Re-Sampling Techniques.
5th International Workshop on Practical Applications of Agents and Multi-Agent Systems (IWPAAMS 2006)
 
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Leticia Curiel, Emilio Corchado ,Pedro Bravo.
A Multiagent System to Automate Drilling Tasks.
5th International Workshop on Practical Applications of Agents and Multi-Agent Systems (IWPAAMS 2006).
 
 
 
 
Álvaro Herrero, Emilio Corchado, Bruno Baruque.
The Importance of Time in the Identification of Anomalous Situations by Means of MOVICAB-IDS.
2nd European Symposium on Nature-Inspired Smart Information Systems (NiSIS Symposium 2006).
URL
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Bruno Baruque, Emilio Corchado, Bodgan Gabrys, Álvaro Herrero, Jordi Rovira, Javier Gonzalez.
Unsupervised Ensembles Techniques for Visualization.
2nd European Symposium on Nature-Inspired Smart Information Systems (NiSIS Symposium 2006)
 
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Emilio Corchado, Maria A. Pellicer, Juan Manuel Corchado.
A Guiding Agent: Smart Dynamic Technology for Solving Distributed Problems.
2nd European Symposium on Nature-Inspired Smart Information Systems (NiSIS Symposium 2006)
 
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Álvaro Herrero, Emilio Corchado.
Mobile Hybrid Intrusion Detection System.
Hybrid Artificial Intelligence Systems Workshop (HAIS'06) - IBERAMIA/SBIA/SBRN International Joint Conference 2006
 
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Mª Belén Vaquerizo García.
A Vehicle Routing Problem Solved by Agents.
Hybrid Artificial Intelligence Systems Workshop (HAIS'06) - IBERAMIA/SBIA/SBRN International Joint Conference 2006
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2005

Juan Manuel Corchado, Jim Aiken, Emilio Corchado, Florentino Fernández Riverola.
Evaluating the air-sea interactions and fluxes using an instance-based reasoning system.
AI Communications. 18(4): 247-256 (2005). IOS Press.
* 2004 Impact Factor: 0.738, 2005 Impact Factor: 0.612 *
URL
 
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Emilio Corchado, Álvaro Herrero, José Manuel Sáiz.
Detecting Compounded Anomalous SNMP Situations Using Cooperative Unsupervised Pattern Recognition.
International Conference on Artificial Neural Networks (ICANN 2005), ISBN 3-540-28755-8: 905-910.
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Álvaro Herrero, Emilio Corchado, José Manuel Sáiz.
An Unsupervised Cooperative Pattern Recognition Model to Identify Anomalous Massive SNMP Data Sending.
1st International Conference on Natural Computation (ICNC'05), 3-540-28323-4: 778-782.
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Álvaro Herrero, Emilio Corchado, José Manuel Sáiz.
Identification of Anomalous SNMP Situations Using a Cooperative Connectionist Exploratory Projection Pursuit Model.
6th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'05), ISBN 3-540-26972-X: 187-194.
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Emilio Corchado, Álvaro Herrero, Bruno Baruque, José Manuel Sáiz.
Intrusion Detection System Based on a Cooperative Topology Preserving Method.
7th International Conference on Adaptive and Natural Computing Algorithms (ICCANGA 2005): 454-457.
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Emilio Corchado, Álvaro Herrero, José Manuel Sáiz.
A Feature Selection Agent-Based IDS.
1st European Symposium on Nature-Inspired Smart Information Systems.
 
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Emilio Corchado, Álvaro Herrero, Bruno Baruque, Leticia Curiel, José Manuel Sáiz.
A Proposal: Distributed Agent-Based IDS to Detect Anomalous SNMP Situations Using Unsupervised Learning.
4th International Workshop on Practical Applications of Agents and Multiagent Systems (IWPAAMS 05).
 
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Leticia Curiel, Álvaro Herrero, Emilio Corchado, Pedro Bravo.
Collaborative Agents for Drilling Optimisation Tasks Using an Unsupervised Connectionist Model.
4th International Workshop on Practical Applications of Agents and Multiagent Systems (IWPAAMS 05).
 
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Emilio Corchado, Leticia Curiel, Pedro Bravo.
A Cooperative Unsupervised Connectionist Model to Identify the Optimal Conditions of a Pneumatic Drill.
WSTST'05, The Fourth IEEE international workshop on Soft Computing as Transdisciplinary Science and Technology.
 
 
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Leticia Curiel, Emilio Corchado, Pedro Bravo.
An Application of an Unsupervised Projection cooperative Model to the Detection of the Best Drilling Conditions.
I Simposio de Inteligencia Computacional, SICO'2005. CEDI, I Congreso Español de Informática (CEDI'2005).
 
 
 
 
Álvaro Herrero, Emilio Corchado, José Manuel Sáiz.
A Cooperative Connectionist IDS Model to Identify Independent Anomalous SNMP Situations.
III Taller Nacional de Minería de Datos y Aprendizaje (TAMIDA): 179-184.
1er Congreso Español de Informática (CEDI'2005).
 
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2004

Emilio Corchado, Donald MacDonald, Colin Fyfe.
Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit.
Data Min. Knowl. Discov. 8(3): 203-225. Springer.
* 2003 Impact Factor: 2.714, 2004 Impact Factor: 2.800*
 
 
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Emilio Corchado, Donald MacDonald, Colin Fyfe.
Internet Agents Who Structure Concept Formation Using Kernel Self-Organising Maps.
Int. J. Web Eng. Technol. 1(4): 427-436. Inderscience Publishers.
 
 
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Emilio Corchado, Juan Manuel Corchado, Jim Aiken.
IBR Retrieval Method Based on Topology Preserving Mappings.
J. Exp. Theor. Artif. Intell. 16(3): 145-160. Taylor & Francis.
* 2003 Impact Factor: 0.317, 2004 Impact Factor: 0.556 *
 
 
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Ying Han, Emilio Corchado, Colin Fyfe.
Forecasting Using Twinned Principal Curves and Twinned Self-Organising Maps.
Neurocomputing 57: 37-47. Elsevier.
* 2003 Impact Factor: 0.592, 2004 Impact Factor: 0.641 *
 
 
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Álvaro Herrero, Bruno Baruque, Raquel Redondo, Emilio Corchado, Lourdes Sáiz, Ana Lara, Colin Fyfe.
A Cooperative Unsupervised Architecture to Develop a Business Management Model.
Tendencias de la minería de datos en España. ISBN 84-688-8492-1: 253-262.
 
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Emilio Corchado, Juan Manuel Corchado, Lourdes Sáiz, Ana Lara.
Constructing a Global and Integral Model of Business Management Using a CBR System.
CDVE 2004, ISBN 3-540-23149-8: 141-147
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Juan Manuel Corchado, Emilio Corchado, María A. Pellicer.
Design of Cooperative Agents for Mobile Devices.
CDVE 2004, ISBN 3-540-23149-8: 205-212.
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Emilio Corchado, Pedro Burgos, María del Mar Rodríguez, Verónica Tricio.
A Hierarchical Visualization Tool to Analyse the Thermal Evolution of Construction Materials.
CDVE 2004, ISBN 3-540-23149-8: 238-246
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Juan Manuel Corchado, Jim Aiken, Emilio Corchado, Nathalie Lefevre, Tim Smyth.
Quantifying the Ocean's CO2 Budget with a CoHeL-IBR System.
ECCBR 2004, 3-540-22882-9: 533-546.
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Juan Manuel Corchado, Juan Pavón, Emilio Corchado, Luis F. Castillo.
Development of CBR-BDI Agents: A Tourist Guide Application.
ECCBR 2004, 3-540-22882-9: 547-559.
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Emilio Corchado, Colin Fyfe, Lourdes Sáiz, Ana Lara.
Development of a Global and Integral Model of Business Management Using an Unsupervised Model.
IDEAL 2004, 3-540-22881-0: 499-504.
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Juan Manuel Corchado, Emilio Corchado, Jim Aiken.
An IBR System to Quantify the Ocean's Carbon Dioxide Budget.
Industrial Conference on Data Mining 2004, ISBN 3-540-24054-3: 33-41.
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Emilio Corchado, Juan Manuel Corchado, Lourdes Sáiz, Ana Lara.
A Beta-Cooperative CBR System for Constructing a Business Management Model.
Industrial Conference on Data Mining 2004, ISBN 3-540-24054-3: 42-49.
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Emilio Corchado, Pedro Burgos, María del Mar Rodríguez, Verónica Tricio.
An Unsupervised Neural Model to Analyse Thermal Properties of Construction Materials.
International Conference on Computational Science 2004, ISBN 3-540-22115-8: 204-211
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Jos Koetsier, Emilio Corchado, Donald MacDonald, Juan Manuel Corchado, Colin Fyfe.
Kernel Maximum Likelihood Hebbian Learning.
International Conference on Computational Science 2004, ISBN 3-540-22115-8: 650-653.
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Donald MacDonald, Emilio Corchado, Colin Fyfe.
Analysing Spectroscopic Data Using Hierarchical Cooperative Maximum Likelihood Hebbian Learning.
MICAI 2004, ISBN 3-540-21459-3: 282-291.
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Donald MacDonald, Jos Koetsier, Emilio Corchado, Colin Fyfe, Juan Manuel Corchado.
A Kernel Method for Classification.
MICAI 2004, ISBN 3-540-21459-3: 823-832.
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Bruno Baruque, Álvaro Herrero, Emilio Corchado, Lourdes Saiz, Ana Lara, Colin Fyfe.
A Connectionist Knowledge Management Model.
3rd International Workshop on Practical Applications of Agents and Multiagent Systems (IWPAAMS 04): 329-335.
 
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2003

Emilio Corchado, Colin Fyfe.
Connectionist Techniques For The Identification And Suppression Of Interfering Underlying Factors.
IJPRAI 17(8): 1447-1466. World Scientific.
* 2002 Impact Factor: 0.359, 2003 Impact Factor: 0.551 *
 
 
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Emilio Corchado, Colin Fyfe.
An Extension of Epsilon-Insensitive Hebbian Learning to Form a Non-Interfering Basis.
International Journal of Computational Intelligence and Applications 3(3): 281-296. World Scientific.
 
 
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Emilio Corchado, Ying Han, Colin Fyfe.
Structuring Global Responses of Local Filters Using Lateral Connections.
J. Exp. Theor. Artif. Intell. 15(4), ISSN 0952-813X print/ISSN 1362-3079 online: 473-487. Taylor & Francis.
* 2002 Impact Factor: 0.302, 2003 Impact Factor: 0.317 *
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Emilio Corchado, Colin Fyfe.
Relevance and Kernel Self-Organising Maps.
ICANN 2003, ISBN 3-540-40408-2: 280-290
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Juan Manuel Corchado, Emilio Corchado, Jim Aiken, Colin Fyfe, Florentino Fernández Riverola, Manuel González.
Maximum Likelihood Hebbian Learning Based Retrieval Method for CBR Systems.
ICCBR 2003, ISBN 3-540-40433-3: 107-121.
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Emilio Corchado, Colin Fyfe.
Initialising Self-Organising Maps.
IDEAL 2003, ISBN 3-540-40550-X: 161-168
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Emilio Corchado, Colin Fyfe.
Progressive Concept Formation in Self-Organising Maps.
IWANN (1) 2003, ISBN 3-540-40210-1: 326-333.
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2002

Emilio Corchado, Colin Fyfe.
Extraction of Independent Causes Using Lateral Connections.
International Journal of Computational Intelligence and Applications 2(2): 115-130. World Scientific.
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Glez-Bedia M., Corchado J. M., Corchado E. S. ,Fyfe C.
Analytical Model for Constructing Deliberative Agents.
Engineering Intelligent Systems, CRL Publishing Ltd. ISSN 1472-8915.
*2001 Impact Factor: 0.086, 2002 Impact Factor: 0.091*
 
 
 
 
Emilio Corchado, Colin Fyfe.
Identification of Visual Features Using a Neural Version of Exploratory Projection Pursuit.
AICS 2002, ISBN 3-540-44184-0: 150-157
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Donald MacDonald, Emilio Corchado, Colin Fyfe, Erzsébet Merényi.
Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit.
ICANN 2002, ISBN 3-540-44074-7: 649-654
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Emilio Corchado, Colin Fyfe.
Optimal Projections of High Dimensional Data.
ICDM 2002, ISBN 0-7695-1754-4: 589-596
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Colin Fyfe, Emilio Corchado.
A New Neural Implementation of Exploratory Projection Pursuit.
IDEAL 2002, ISBN 3-540-44025-9: 512-517
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Emilio Corchado, Colin Fyfe.
Extraction of Visual Information Using Maximum Likelihood Hebbian Learning.
SBRN 2002, ISBN 0-7695-1709-9: 227-233
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Emilio Corchado, Colin Fyfe.
Maximum Likelihood Hebbian Rules.
ESANN 2002, ISBN 2-930307-02-1: 143-148
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2001

Emilio Corchado, Darryl Charles, Colin Fyfe.
Rectified Gaussian Distributions and the Formation of Local Filters from Video Data.
ESANN 2001: 397-402
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