Publications of GICAP Group - Journals

2022

 
Mercedes Yartu, Carlos Cambra, Milagros Navarro, Carlos Rad, Ángel Arroyo, Álvaro Herrero
Humidity Forecasting in a Potato Plantation using Time-Series Neural Models
Journal of Computational Science, 59: 101547. Elsevier
ISI JCR Impact Factor 2020: 3.976 (18/111 - Theory & Methods)
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Carlos Alonso de Armiño, Daniel Urda, Roberto Alcalde, Santiago García, Álvaro Herrero
An Intelligent Visualisation Tool to Analyse the Sustainability of Road Transportation
Sustainability, 14(2), 777. MDPI
ISI JCR Impact Factor 2020: 3.251 (60/125 - Environmental Studies)
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Héctor Quintián, Esteban Jove, José-Luis Casteleiro-Roca, Daniel Urda, Ángel Arroyo, José Luis Calvo-Rolle, Álvaro Herrero, Emilio Corchado
Advanced Visualization of Intrusions in Flows by Means of Beta-Hebbian Learning
Logic Journal of the IGPL, Accepted - In press. Oxford Journals
ISI JCR Impact Factor 2020: 0.861 (2/21 - Logic)
 
 
 
 
Nuño Basurto, Alfredo Jiménez, Secil Bayraktar, Álvaro Herrero
Improving the Prediction of Project Success in the Telecom Sector by means of Advanced Data Balancing
Cybernetics and Systems: An International Journal, Accepted - In press. Taylor & Francis
ISI JCR Impact Factor 2020: 1.879 (16/23 - Cybernetics)
 
 
 
 
Nuño Basurto, Ángel Arroyo, Carlos Cambra, Álvaro Herrero
A Hybrid Machine Learning System to Impute and Classify a Component-Based Robot
Logic Journal of the IGPL, Accepted - In press. Oxford Journals
ISI JCR Impact Factor 2020: 0.861 (2/21 - Logic)
 
 
 
 
Nuño Basurto, Carlos Cambra, Álvaro Herrero
A Visual Tool for Monitoring and Detecting Anomalies in Robot Performance
Pattern Analysis and Applications, Accepted - In press. Springer
ISI JCR Impact Factor 2020: 2.580 (74/140 - Artificial Intelligence)
 
 
 



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2021

Álvaro Herrero, Alfredo Jiménez, Roberto Alcalde
Advanced feature selection to study the internationalization strategy of enterprises
PeerJ Computer Science, 7:e403. PeerJ
ISI JCR Impact Factor 2019: 3.091 (24/108 - Theory & Methods)
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José Antonio Moscoso-López, Daniel Urda, Juan Jesús Ruiz-Aguilar, Javier González-Enrique, Ignacio J. Turias
A machine learning-based forecasting system of perishable cargo flow in maritime transport
Neurocomputing, ("Accepted - In press"). Elsevier
ISI JCR Impact Factor 2018: 4.072 (28/133 - Artificial Intelligence)
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Michal Choras, Konstantinos Demestichas, Agata Gielczyk, Álvaro Herrero, Pawel Ksieniewicz, Konstantina Remoundou, Daniel Urda, Michal Wozniak
Advanced Machine Learning Techniques for Fake News (Online Disinformation) Detection: A Systematic Mapping Study
Applied Soft Computing, ("Accepted - In press"). Elsevier
ISI JCR Impact Factor 2019: 5.472 (20/137 - Artificial Intelligence)
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Nuño Basurto, Carlos Cambra, Álvaro Herrero
Improving the Detection of Robot Anomalies by Handling Data Irregularities
Neurocomputing, ("Accepted - In press"), Elsevier
ISI JCR Impact Factor 2018: 4.072 (28/133 - Artificial Intelligence)
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Esteban Jove, José-Luis Calvo-Rolle, Daniel Urda, Álvaro Herrero, Urko Zurutuza, Valentina Casola
Recent advances in the application of data science to industrial cybersecurity
DYNA, Vol. 96, p. 231-232. DYNA Publishing
ISI JCR Impact Factor 2019: 0.945 (71/91 - Multidisciplinary)
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2020

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, Vol. 32, p. 1287–1304. Springer
ISI JCR Impact Factor 2018: 4.664 (15/132 - Artificial Intelligence)
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M. I. Luis-Rico, M. C. Escolar-Llamazares, T. De la Torre-Cruz, A. Jiménez, Á. Herrero, C. Palmero-Cámara, A. Jiménez-Eguizábal
Entrepreneurial interest and entrepreneurial competence among Spanish youth: an analysis with Artificial Neural Networks
Sustainability, Vol. 12(4), 1351 MDPI
ISI JCR Impact Factor 2018: 2.592 (105/250 Green & Sustainable Science & Technology)
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Ángel Arroyo, Carlos Cambra, Álvaro Herrero, Verónica Tricio, Emilio Corchado
Self-Organizing Maps to Validate Anti-Pollution Policies
Logic Journal of the IGPL, Vol. 28(4), p. 596–614. Oxford Journals
ISI JCR Impact Factor 2018: 0.609 (8/20 - Logic)
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Carlos Alonso de Armiño, Miguel Ángel Manzanedo del Campo, Álvaro Herrero
Analysing the Intermeshed Patterns of Road Transportation and Macroeconomic Indicators through Neural and Clustering Techniques
Pattern Analysis and Applications, Vol. 23, p. 1059–1070. Springer
ISI JCR Impact Factor 2018: 1.410 (92/133 Artificial Intelligence)
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Alfredo Jiménez Secil Bayraktar, Julio César Puche-Regaliza, Álvaro Herrero,
Corruption and Private Participation Infrastructure Projects: The Moderating Role of Vicarious Experience
Canadian Journal of Administrative Sciences, Vol. 37(4), p. 513-527. Wiley
ISI JCR Impact Factor 2018: 0.849 (195/217 Management)
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R.A. Vega, P. Chamoso-Santos, A. González, José-Luis Casteleiro-Roca, E. Jove, María del Carmen Meizoso-Lópe, B.A. Rodríguez-Gómez, H. Quintián, Á. Herrero, K. Matsui, E. Corchado, J.L. Calvo-Rolle
Intrusion Detection with Unsupervised Techniques for Smart Grids Network Management Protocols
Applied Sciences, Vol. 10(7), 2276. MDPI
ISI JCR Impact Factor 2019: 2.474 (32/91 - Engineering, Multidisciplinary)
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Álvaro Herrero, Secil Bayraktar, Alfredo Jiménez
Machine Learning to Forecast the Success of Infrastructure Projects Worldwide
Cybernetics and Systems: An International Journal, Vol. 51(7), p. 714-731, Taylor & Francis
ISI JCR Impact Factor 2018: 1.681 (12/23 Cybernetics)
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Nuño Basurto, Ángel Arroyo, Carlos Cambra, Álvaro Herrero
Imputation of Missing Values Affecting the Software Performance of Component-based Robots
Computers & Electrical Engineering, Vol. 87, 106766, Elsevier
ISI JCR Impact Factor 2018: 2.189 (20/52 - Computer Science, Hardware & Arquitecture)
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Raquel Redondo, Álvaro Herrero, Emilio Corchado, Javier Sedano
A Decision-Making Tool Based on Exploratory Visualization for the Automotive Industry
Applied Science, Vol. 10(12), 4355. MDPI
ISI JCR Impact Factor 2019: 2.474 (32/91 - Engineering, Multidisciplinary)
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M. I. Luis-Rico, M. C. Escolar-Llamazares, T. De la Torre-Cruz, Á. Herrero, A. Jiménez, P. Arranz, C. Palmero-Cámara, A. Jiménez-Eguizábal
The Association of Parental Interest in Entrepreneurship with the Entrepreneurial Interest of Spanish Youth
International Journal of Environmental Research and Public Health, Vol. 17(13), 4744. MDPI
ISI JCR Impact Factor 2019: 2.849 (105/265 Environmental Sciences)
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Roberto Magán-Carrión, Daniel Urda, Ignacio Díaz-Cano, Bernabé Dorronsoro
Towards a Reliable Comparison and Evaluation of Network Intrusion Detection Systems Based on Machine Learning Approaches
Applied Sciences, Vol. 10(5), 1775. MDPI
ISI JCR Impact Factor 2019: 2.474 (32/91 - Engineering, Multidisciplinary)
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2019

Alfredo Jiménez, Álvaro Herrero
Selecting Features that Drive Internationalization of Spanish Firms
Cybernetics and Systems: An International Journal. Vol. 50, p. 25-39. Taylor & Francis
ISI JCR Impact Factor 2018: 1.681 (12/23 - Computer Science, Cybernetics)
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Rafael Vega-Vega, Héctor Quintián, Carlos Cambra, Nuño Basurto, , Álvaro Herrero, José Luís Calvo-Rolle
Delving into Android Malware Families with a Novel Neural Projection Method
Complexity, Vol. 2019, 6101697. , Hindawi
ISI JCR Impact Factor 2018: 2.591 (21/105 - Multidisciplinary Sciences)
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Álvaro Herrero, Alfredo Jiménez, Secil Bayraktar
Hybrid Unsupervised Exploratory Plots: a Case Study of Analysing Foreign Direct Investment
Complexity, Vol. 2019, 6271017. , Hindawi
ISI JCR Impact Factor 2018: 2.591 (21/105 - Multidisciplinary Sciences)
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Carlos Cambra Baseca, Sandra Sendra, Jaime Lloret, Jesus Tomas
A Smart Decision System for Digital Farming
Agronomy, Vol. 9(5), 216.MDPI
ISI JCR Impact Factor 2018: 2.259 (19/89 - Agronomy)
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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. Vol. 27(2): p. 160-176. . Oxford Journals
ISI JCR Impact Factor 2018: 0.609 (8/20 - Logic)
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M. Camino Escolar-Llamazares, Isbel Luis-Rico, Tamara De la Torre-Cruz, Álvaro Herrero, Alfredo Jiménez, Carmen Palmero-Cámara, Alfredo Jiménez-Eguizabal
The socio-educational, psychological and family-related antecedents of entrepreneurial intentions among Spanish youth
Sustainability. Vol. 11(5): 1252. MDPI
ISI JCR Impact Factor 2018: 2.592 (105/250 - Green & Sustainable Science & Technology)
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Sonia Contreras, Miguel Ángel Manzanedo, Álvaro Herrero
A Hybrid Neural System to Study the Interplay between Economic Crisis and Workplace Accidents in Spain
Journal of Universal Computer Science. Vol. 25(6): 667-682. Graz University of Technology
ISI JCR Impact Factor 2018: 0.910 (72/104 - Computer Science, Theory & Methods)
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Nuño Basurto, Ángel Arroyo, Rafael Vega Vega, Héctor Quintián, Jose Luís Calvo-Rolle, Álvaro Herrero
A Hybrid Intelligent System to Forecast Solar Energy Production
Computers & Electrical Engineering, Vol. 78, p. 373-387, Elsevier
ISI JCR Impact Factor 2018: 2.189 (20/52 - Hardware & Arquitecture)
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2018

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 2018: 2.591 (21/105 - Multidisciplinary Sciences)
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Sonia Contreras, Miguel Ángel Manzanedo, Álvaro Herrero
Crisis Económicas y su Influencia en la Siniestralidad Laboral
Dirección y Organización, Vol 65, p. 5-19, , CEPADE-Universidad Politécnica de Madrid
SJR Impact Factor 2018: 0.128 (472/580 - Decision Sciences)
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2017

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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Ángel Arroyo, Álvaro Herrero, Verónica Tricio, Emilio Corchado
Analysis of Meteorological Conditions in Spain by means of Clustering Techniques
Journal of Applied Logic. Vol. 24 (B), p. 76-89, Elsevier
SJR Impact Factor 2017: 0.277 (335/532 - Applied Mathematics)
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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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Álvaro Herrero, Lourdes Sáiz-Bárcena, Miguel A. Manzanedo, Emilio Corchado
A hybrid proposal for cross-sectoral analysis of knowledge management
Soft Computing. Vol. 20(11), p. 4271–4285, Springer
ISI JCR Impact Factor 2014: 3.679 (46/133 - Artificial Intelligence)
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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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