Presentation

This multidisciplinary research group (GICAP) at the University of Burgos is interested on research related to the field of Artificial Intelligence to solve real-life problems. More specifically we are working on connectionist (neural) models, data mining and knowledge extraction, projection methods and dimension reduction and visualization techniques.

These techniques have been applied to different and interesting areas such as Knowledge Management, Chemistry, Physics, and Civil Engineering, Industrial Problems and so on.

GICAP

Member of

IEEE_SMC-SC


MIRLABS

DIHBU DIH-LEAF


Forthcoming Events

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October 2020

Call for Papers Special Issue: Applying Machine Learning for Combating Fake News and Internet/Media Content Manipulation. Journal: Applied Soft Computing (Elsevier)
IEEE SMC 2020 Special Session - Ethics in AI, Cyber-Physical and IoT Systems
Call for Papers Special Issue: Cybersecurity Applications of Computational Intelligence. Journal: Neural Computing and Applications (Springer)

 

November 2020

IDEAL 2020 Special Session - Automated learning for industrial applications
HAIS 2020 15th International Conference on Hybrid Artificial Intelligence Systems
Call for Papers Special Issue: Recent Advances on the Application of Data Science to Industrial Cibersecurity. Journal: DYNA

 

December 2020

Call for Papers Special Issue: Applications of Artificial Intelligence for Sustainable Development (AAISD). Journal: Sustainability (MDPI)
IAS 2020 16th International Conference on Information Assurance and Security

Recent Publications

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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, 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. ("Accepted - In press"). 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)
 
 
 
 
Álvaro Herrero, Secil Bayraktar, Alfredo Jiménez
Machine Learning to Forecast the Success of Infrastructure Projects Worldwide
Cybernetics and Systems: An International Journal, ("Accepted - In press"), Taylor & Francis
ISI JCR Impact Factor 2018: 1.681 (12/23 Cybernetics)
 
 
 
 
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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