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.

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September 2023
SOCO 2023	18th International Conference on Soft Computing Models in Industrial and Environmental Applications
CISIS 2023	16th International Conference on Computational Intelligence in Security for Information Systems
ICEUTE 2023	15th International Conference on European Transnational Education
HAIS 2023	18th International Conference on Hybrid Artificial Intelligence Systems

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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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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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