Publications of GICAP Group - Springer LNCS
2015
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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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2013
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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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2011
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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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2010
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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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2009
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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. |
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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. |
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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. |
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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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2008
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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. |
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2007
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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. |
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2006
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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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2005
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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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2004
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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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2003
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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
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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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