Publicaciones del grupo GICAP - Año 2020

Revistas

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, ("Accepted - In press"), 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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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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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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Libros editados

Álvaro Herrero, Carlos Cambra, Daniel Urda, Javier Sedano, Héctor Quintián, Emilio Corchado
15th International Conference on Soft Computing Models in Industrial and Environmental Applications
Springer - Advances in Intelligent Systems and Computing, Vol. 1268. ISBN: 978-3-030-57802-2.
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Álvaro Herrero, Carlos Cambra, Daniel Urda, Javier Sedano, Héctor Quintián, Emilio Corchado
13th International Conference on Computational Intelligence in Security for Information Systems
Springer - Advances in Intelligent Systems and Computing, Vol. 1267. ISBN: 978-3-030-57804-6.
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Álvaro Herrero, Carlos Cambra, Daniel Urda, Javier Sedano, Héctor Quintián, Emilio Corchado
11th International Conference on EUropean Transnational Educational
Springer - Advances in Intelligent Systems and Computing, Vol. 1266. ISBN: 978-3-030-57798-8.
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Congresos

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.
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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.
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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.
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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.
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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.
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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.
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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.
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Números especiales

Alfredo Jiménez, Carlos Cambra, Emilio Corchado, Álvaro Herrero,
Recent Advances on the Application of Soft Computing to Industrial and Environmental Enterprises
Cybernetics and Systems: An International Journal, Vol. 51(7), p. 647-648, Taylor & Francis
ISI JCR Impact Factor 2018: 1.681 (12/23 - Cybernetics)
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