Publications of GICAP Group - Conferences

2020

Nuño Basurto, Michal Wozniak, Carlos Cambra, Álvaro Herrero Advanced Oversampling for Improved Detection of Software Anomalies in a Robot 15th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 1268, p: 3-12. ISBN: 978-3-030-57802-2.

Jose Antonio Moscoso-López, Daniel Urda, Javier González-Enrique, Juan Jesus Ruiz-Aguilar, Ignacio J. Turias Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods 15th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 1268, p: 123-132. ISBN: 978-3-030-57802-2.

Nuño Basurto, Alfredo Jiménez, Secil Bayraktar, Álvaro Herrero Data Balancing to Improve Prediction of Project Success in the Telecom Sector 15th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 1268, p: 366-373. ISBN: 978-3-030-57802-2.

Mercedes Yartu, Carlos Cambra, Milagros Navarro, Carlos Rad, Ángel Arroyo, Álvaro Herrero Neural Models to Predict Irrigation Needs of a Potato Plantation 15th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 1268, p: 600-613. ISBN: 978-3-030-57802-2.

Héctor Quintián, Esteban Jove, José-Luis Casteleiro-Roca, Daniel Urda Ángel Arroyo, José Luis Calvo-Rolle, Álvaro Herrero, Emilio Corchado Beta-Hebbian Learning for Visualizing Intrusions in Flows 13th International Conference on Computational Intelligence in Security for Information Systems Springer - Advances in Intelligent Systems and Computing, Vol. 1267, p: 446-459. ISBN: 978-3-030-57804-6.

Sergio Marciante, Álvaro Herrero The Evolution of Privacy in the Blockchain: a Historical Survey 13th International Conference on Computational Intelligence in Security for Information Systems Springer - Advances in Intelligent Systems and Computing, Vol. 1267, p: 23-34. ISBN: 978-3-030-57804-6.

Ángel Arroyo, Secil Bayraktar, Carlos Cambra, Daniel Urda, , Álvaro Herrero Trends and Patterns of International Student Mobility: The case of Bachelor's Degrees in Computer Science at the University of Burgos 11th International Conference on EUropean Transnational Educational Springer - Advances in Intelligent Systems and Computing, Vol. 1266, p: 142-153. ISBN: 978-3-030-57798-8.

Héctor Quintián, Esteban Jove, José Luis Calvo-Rolle, Nuño Basurto, Carlos Cambra, Álvaro Herrero, Emilio Corchado Detecting Performance Anomalies in the Multi-component Software a Collaborative Robot 21st International Conference on Intelligent Data Engineering and Automated Learning - IDEAL 2020 Springer - Lecture Notes in Computer Science, Vol. 12490, p: 533-540. ISBN: 978-3-030-57798-8. Best Application Paper on Machine Learning Award

Ángel Arroyo, Nuño Basurto, Carlos Cambra, Álvaro Herrero Clustering and Regression to Impute Missing Values of Robot Performance 15th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2020 Springer - Lecture Notes in Computer Science, Vol. 12344, p: 86-94. ISBN: 978-3-030-61705-9.

Nuño Basurto, Carlos Cambra, Álvaro Herrero AI-driven Visualizations for Performance Monitoring and Anomaly Detection in Robots 2020 IEEE/ACS 17th International Conference on Computer Systems and Applications (AICCSA) IEEE Press. ISBN: 978-1-7281-8578-1.

[top] 

2019

Nuño Basurto, Álvaro Herrero Data Selection to Improve Anomaly Detection in a Component-Based Robot 14th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, ("In press")

Álvaro Herrero, Alfredo Jiménez One-Class Classification to Predict the Success of Private-Participation Infrastructure Projects in Europe 14th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, ("In press")

Silvia González, Álvaro Herrero, Javier Sedano, Emilio Corchado Neuro-Evolutionary Feature Selection to Detect Android Malware 12th International Conference on Computational Intelligence in Security for Information Systems Springer - Advances in Intelligent Systems and Computing, ("In press")

[top] 

2018

Raquel Redondo, Álvaro Herrero, Emilio Corchado, Javier Sedano Neural Visualization for the Analysis of Energy and Water Consumptions in the Automotive Industry 13th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 771, p: 167-176. ISBN: 978-3-319-94119-6.

Alfredo Jiménez, Álvaro Herrero Visualizing Industrial Development Distance to Better Understand Internationalization of Spanish Companies 13th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 771, p: 377-386. ISBN: 978-3-319-94119-6.

Carlos Alonso de Armiño, Miguel Ángel Manzanedo, Álvaro Herrero Studying Road Transportation Demand in the Spanish Industrial Sector through k-means Clustering 13th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 771, p: 387-396. ISBN: 978-3-319-94119-6.

[top] 

2017

Ángel Arroyo, Verónica Tricio, Álvaro Herrero, Emilio Corchado Analysing the Effect of Recent Anti-pollution Policies in Madrid City Through Soft-Computing 12th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 649, p: 286-295. ISBN: 978-3-319-67179-6.

Enrique de la Cal, José Ramón Villar, Paula Vergara, Javier Sedano, Álvaro Herrero A SMOTE Extension for Balancing Multivariate Epilepsy-Related Time Series Datasets 12th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 649, p: 439-448. ISBN: 978-3-319-67179-6.

[top] 

2016

Miguel Ángel Manzanedo, Sonia Contreras, Álvaro Herrero, Carlos Alonso de Armiño An analysis of occupational accidents on the basis of annual accident severity rates, over the period 1990-2013 in Spain International Joint Conference - CIO-ICIEOM-IIE-AIM Servicio de Publicaciones de la Universidad de Navarra, Building bridges between researchers and practitioners, p: 49-63. ISBN: 978-3-319-19718-0.

Ángel Arroyo, Verónica Tricio, Álvaro Herrero, Emilio Corchado Time Analysis of Air Pollution in a Spanish Region through k-means 11th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 527, p: 63-72. ISBN: 978-3-319-47363-5.

Alejandro González, Álvaro Herrero, Emilio Corchado Neural Visualization of Android Malware Families 9th International Conference on Computational Intelligence in Security for Information Systems Springer - Advances in Intelligent Systems and Computing Vol. 527, p: 574-583. ISBN: 978-3-319-47363-5.

Javier Sedano, Camelia Chira, Silvia González, Álvaro Herrero, Emilio Corchado, José Ramón Villar Characterization of Android Malware Families by a Reduced Set of Static Features 9th International Conference on Computational Intelligence in Security for Information Systems Springer - Advances in Intelligent Systems and Computing Vol. 527, p: 607-617. ISBN: 978-3-319-47363-5.

[top] 

2015

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.

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.

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.

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.

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.

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.

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.

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.

[top] 

2013

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.

2012

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.

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.

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.

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.

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.

2011

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.

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.

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.

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

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.

[top] 

2010

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.

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.

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.

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.

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.

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.

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.

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.

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.

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

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

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

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

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

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.

[top] 

2009

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.

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

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

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.

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

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.

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.

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.

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

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

[top] 

2008

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.

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.

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.

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.

[top] 

2007

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.

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.

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.

[top] 

2006

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.

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)

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).

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)

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)

Álvaro Herrero, Emilio Corchado. Mobile Hybrid Intrusion Detection System. Hybrid Artificial Intelligence Systems Workshop (HAIS'06) - IBERAMIA/SBIA/SBRN International Joint Conference 2006

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

[top] 

2005

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.

Emilio Corchado, Álvaro Herrero, José Manuel Sáiz. A Feature Selection Agent-Based IDS. 1st European Symposium on Nature-Inspired Smart Information Systems.

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).

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).

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.

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).

[top] 

2004

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.

[top] 

2003

Emilio Corchado, Colin Fyfe, Donald MacDonald. Maximum Likelihood Kernel Scale Invariant Maps. Proceedings of the Workshop on Self-Organizing Maps (WSOM'03).

[top] 

2002

Emilio Corchado, Colin Fyfe. Extraction of Visual Information Using Maximum Likelihood Hebbian Learning. SBRN 2002, ISBN 0-7695-1709-9: 227-233

Emilio Corchado, Colin Fyfe. Maximum Likelihood Hebbian Rules. ESANN 2002, ISBN 2-930307-02-1: 143-148

[top] 

2001

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

[top]