Artificial intelligence; machine learning; knowledge engineering; knowledge representation; data mining; big data; human-computer interaction; intelligent teaching-learning systems; student model; and software validation and usability
Napoles, Leon, I. Grau, Vanhoof and Bello (2018) “Fuzzy Cognitive Maps Based Models for Pattern Classification: Advances and Challenges”. In: Pelta D., Cruz Corona C. (eds) Soft Computing Based Optimization and Decision Models. Studies in Fuzziness and Soft Computing, vol 360. Springer, Cham. DOI: https://doi.org/10.1007/978-3-319-64286-4_5. Print ISBN: 978-3-319-64285-7. Online ISBN: 978-3-319-64286-4.
Napoles, Leon, I. Grau and Vanhoof (2017) “Fuzzy Cognitive Maps Tool for Scenario Analysis and Pattern Classification”. ICTAI 2017: 29th IEEE International Conference on Tools with Artificial Intelligence, Nov. 6-8, 2017, Boston, Massachusetts, USA.
Leon et al. (2016), “Modeling and Experimentation Framework for Fuzzy Cognitive Maps”. AAAI 2016: Thirtieth Conference on Artificial Intelligence, pp. 4361-4362: 4361-4362.
Napoles, I. Grau, Bello, Leon, Vahoof and Papageorgiou (2015), “A computational tool for simulation and learning of Fuzzy Cognitive Maps”. FUZZ-IEEE 2015: 1-8.
Leon et al. (2014), “Learning and Clustering of Fuzzy Cognitive Maps for Travel Behaviour Analysis”. Knowledge and Information Systems. ISSN: 0219-1377. Springer-Verlag London.
Leon et al. (2013), “Tackling Travel Behaviour: An approach based on Fuzzy Cognitive Maps”. International Journal of Computational Intelligence Systems. Vol. 6, No. 6, pp. 1012-1039.
Leon et al. (2013), “A Travel Behaviour Study through Learning and Clustering of Fuzzy Cognitive Maps”. Decision Aid Models for Disaster Management and Emergencies. Atlantis Computational Intelligence Systems. Vol. 7, pp. 259-293. Atlantis Press. ISSN: 1875-7650.
Leon et al. (2013), “Fuzzy Cognitive Maps with Rough Concepts”. Artificial Intelligence Applications and Innovations. IFIP Advances in Information and Communication Technology. Vol. 412, pp. 527-536.
Hannes, Kusumastuti, Leon, Janssens,
Leon et al. (2012), “Learning Method Inspired on Swarm Intelligence for Fuzzy Cognitive Maps: Travel Behaviour Modelling”. Artificial Neural Networks and Machine Learning, Part I. Lecture Notes in Computer Science. Vol. 7552, pp. 718-725. Springer-Verlag Berlin Heidelberg. ISSN: 0302-9743.
I. Grau, Napoles, Leon, and R. Grau (2012), “Fuzzy Cognitive Maps for
Napoles, I. Grau, Leon and R. Grau (2012), “Modelling,
Mkrtchyan, Leon, Depaire,
Leon et al. (2011), “A Fuzzy Cognitive Maps Modeling,
Leon et al. (2011), “Two steps Individuals Travel Behavior Modeling through Fuzzy Cognitive Maps Pre-definition and Learning”. Advances
Leon et al. (2011), “Mapas Cognitivos Difusos aplicados a un problema de Comportamiento de Viajes”. III Taller Internacional de Descubrimiento de Conocimiento, Gestión del Conocimiento y Toma de Decisiones. Eureka Iberoamérica. Universidad de Cantabria, Santander, España.
Leon et al. (2010), “Fuzzy Cognitive Maps for modeling Complex Systems”. Advances on Artificial Intelligence, Part I. Lecture Notes in Artificial Intelligence. Vol. 6437, pp. 166-174. Springer-Verlag Berlin Heidelberg.
Leon et al. (2010), “Cognitive Mapping and Knowledge Engineering in Travel Behavior Sciences”. CEDI Congreso Español de Informática (SICO Simposio de Inteligencia Computacional). Universidad Politécnica de Valencia. Capítulo Español de la IEEE Computational Intelligence Society. IBERGARCETA. ISBN: 978-84-92812-62-2.
Leon et al. (2010), “A Revision and Experience using Cognitive Mapping and Knowledge Engineering in Travel Behavior Sciences”. “POLIBITS” Research journal on Computer Science and Computer Engineering with Applications. ISSN: 1870-9044.
Leon et al. (2009), “Considering Artificial Intelligence Techniques to perform Adaptable Knowledge Structures”. World Scientific Series on Computer Engineering and Information Science - Vol. 2. Intelligent Decision Making Systems, pp. 88-93.
Leon et al. (2009), “Cognitive Maps in Transport Behavior”. MICAI Mexican International Conference on Artificial Intelligence. IEEE Computer Society Press.
Hannes, Kusumastuti, Janssens, Vanhoof,
Leon et al. (2009), “Mapas mentales y cognitivos difusos para problemas relacionados con decisiones de transporte”. II Taller de Descubrimiento de Conocimiento, Gestión del Conocimiento y Toma de Decisiones, Eureka Iberoamérica. Panamá. ISBN: 978-959-261-304-1.
Leon et al. (2008), “Combining Concept Maps and Petri Nets to Generate Intelligent Tutoring Systems: A Possible Approach”. Advances
Leon et al. (2008), “La Inteligencia Artificial en la Informática Educativa. Revista de Informática Educativa y Medios Audiovisuales. Vol. 5(10), pp. 11-18. ISSN: 1667-8338. LIE-FI-UBA.
Leon et al. (2007), “Features Selection through FS-Testors in Case-Based Systems of Teaching-Learning”. Advances
Leon et al. (2007), “Concept Maps and Case-Based Reasoning: A perspective for the Intelligent Teaching/Learning Systems”. EATIS Euro American Conference on Telematics and Information System. ACM Association for Computing Machinery Digital Library. Portugal. ISBN: 978-1-59593-598-4.
Leon et al. (2007), “Concept Maps Combined with Case-Based Reasoning to Elaborate Intelligent Teaching-Learning Systems”. ISDA Seventh International Conference on Intelligent Systems Design and Applications. IEEE Computer Society Press. Brasil. ISSN: 0-7695-2976-3.
Leon et al. (2007), “Generating Intelligent Teaching-Learning Systems using Concept Maps and Case-Based Reasoning”. Revista Avances en Sistemas e Informática. Vol.4 No. 1. Colombia. ISSN: 1657-7663.
Leon et al. (2007), “Two Approaches to Generate Intelligent Teaching-Learning Systems using Artificial Intelligence Techniques”. MICAI Mexican International Conference on Artificial Intelligence. IEEE Computer Society Press.
