Publicaciones del grupo GICAP - Revistas

2018

Rafael Vega Vega, Héctor Quintián, José Luís Calvo-Rolle, Álvaro Herrero, Emilio Corchado
Gaining Deep Knowledge of Android Malware Families through Dimensionality Reduction Techniques
Logic Journal of the IGPL. ("Under review"), Oxford Journals
ISI JCR Impact Factor 2017: 0.449 (16/20 - Logic)
Ángel Arroyo, Álvaro Herrero, Verónica Tricio, Emilio Corchado, Michal Wozniak
Neural Models for imputation of missing Ozone data in Air Quality datasets
Complexity, 2018 ID 7238015, , Hindawi
ISI JCR Impact Factor 2017: 1.829 (22/64 - Multidisciplinary Sciences)
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Enrique de la Cal, José R. Villar, Paula M. Vergara, Álvaro Herrero, Javier Sedano
“Design issues in Time Series dataset balancing algorithms
Neural Computing & Applications, ("Under review"), Springer
ISI JCR Impact Factor 2017: 4.213 (15/132 - Artificial Intelligence)



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2017

Ángel Arroyo, Álvaro Herrero, Verónica Tricio, Emilio Corchado
Analysis of Meteorological Conditions in Spain by means of Clustering Techniques
Journal of Applied Logic. 24 (B), p. 76-89, Elsevier
ISI JCR Impact Factor 2016: 0.838 (5/21 - Logic)
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Ángel Arroyo, Álvaro Herrero, Verónica Tricio, Emilio Corchado
A Hybrid Intelligent System for the Analysis of Atmospheric Pollution: a Case Study in two European Regions
Logic Journal of the IGPL. Vol. 25(6), p. 915–937, Oxford Journals
ISI JCR Impact Factor 2017: 0.449 (16/20 - 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. Vol. 25(1), p. 83-102. Oxford Journals
ISI JCR Impact Factor 2017: 0.449 (16/20 - 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. Vol. 25(1), p. 54-66. Oxford Journals
ISI JCR Impact Factor 2017: 0.449 (16/20 - Logic)
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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. Vol. 25(1), p. 54-66, Oxford Journals
ISI JCR Impact Factor 2014: 0.461 (12/21 - Logic)
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Raúl Sánchez, Álvaro Herrero, Emilio Corchado
Clustering extension of MOVICAB-IDS to distinguish intrusions in flow-based data
Logic Journal of the IGPL. Vol. 25(1), p. 83-102, Oxford Journals
ISI JCR Impact Factor 2014: 0.461 (12/21 - Logic)
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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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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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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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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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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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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
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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)
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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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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 *
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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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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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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*
 
 
 
 



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