Generating ensembles of heterogeneous classifiers using stacked generalization MP Sesmero, AI Ledezma, A Sanchis Wiley interdisciplinary reviews: data mining and knowledge discovery 5 (1 …, 2015 | 187 | 2015 |
Creating evolving user behavior profiles automatically JA Iglesias, P Angelov, A Ledezma, A Sanchis IEEE transactions on knowledge and data engineering 24 (5), 854-867, 2011 | 172 | 2011 |
Online activity recognition using evolving classifiers FJ Ordóñez, JA Iglesias, P De Toledo, A Ledezma, A Sanchis Expert Systems with Applications 40 (4), 1248-1255, 2013 | 92 | 2013 |
Human activity recognition based on evolving fuzzy systems JA Iglesias, P Angelov, A Ledezma, A Sanchis International journal of neural systems 20 (05), 355-364, 2010 | 80 | 2010 |
How to address the data quality issues in regression models: A guided process for data cleaning DC Corrales, JC Corrales, A Ledezma Symmetry 10 (4), 99, 2018 | 79 | 2018 |
Predicting the outcome of patients with subarachnoid hemorrhage using machine learning techniques P de Toledo, PM Rios, A Ledezma, A Sanchis, JF Alen, A Lagares IEEE Transactions on Information Technology in Biomedicine 13 (5), 794-801, 2009 | 79 | 2009 |
Evolving classification of agents’ behaviors: a general approach JA Iglesias, P Angelov, A Ledezma, A Sanchis Evolving Systems 1, 161-171, 2010 | 76 | 2010 |
Web news mining in an evolving framework JA Iglesias, A Tiemblo, A Ledezma, A Sanchis Information Fusion 28, 90-98, 2016 | 60 | 2016 |
ConsScale: A pragmatic scale for measuring the level of consciousness in artificial agents R Arrabales, A Ledezma, A Sanchis Journal of Consciousness Studies 17 (3-4), 131-164, 2010 | 59 | 2010 |
GA-stacking: Evolutionary stacked generalization A Ledezma, R Aler, A Sanchis, D Borrajo Intelligent Data Analysis 14 (1), 89-119, 2010 | 59 | 2010 |
Towards conscious-like behavior in computer game characters R Arrabales, A Ledezma, A Sanchis 2009 IEEE symposium on computational intelligence and games, 217-224, 2009 | 49 | 2009 |
Evolving cloud-based system for the recognition of drivers’ actions I Škrjanc, G Andonovski, A Ledezma, O Sipele, JA Iglesias, A Sanchis Expert systems with applications 99, 231-238, 2018 | 47 | 2018 |
A case-based reasoning system for recommendation of data cleaning algorithms in classification and regression tasks DC Corrales, A Ledezma, JC Corrales Applied soft computing 90, 106180, 2020 | 45 | 2020 |
Genetic Approach for Optimizing Ensembles of Classifiers. FJ Ordóñez, A Ledezma, A Sanchis FLAIRS, 89-94, 2008 | 41 | 2008 |
Predicting opponent actions by observation A Ledezma, R Aler, A Sanchis, D Borrajo RoboCup 2004: Robot Soccer World Cup VIII 8, 286-296, 2005 | 39 | 2005 |
A new dataset for coffee rust detection in Colombian crops base on classifiers DC Corrales, A Ledezma, AJ Peña, J Hoyos, A Figueroa, JC Corrales Sistemas & Telemática 12 (29), 9-23, 2014 | 38 | 2014 |
CERA-CRANIUM: A test bed for machine consciousness research R Arrabales, A Ledezma, A Sanchis International workshop on machine consciousness 65, 2009 | 37 | 2009 |
A conceptual framework for data quality in knowledge discovery tasks (FDQ-KDT): A Proposal. DC Corrales, A Ledezma, JC Corrales J. Comput. 10 (6), 396-405, 2015 | 35 | 2015 |
Creating user profiles from a command-line interface: A statistical approach JA Iglesias, A Ledezma, A Sanchis User Modeling, Adaptation, and Personalization: 17th International …, 2009 | 35 | 2009 |
An ensemble approach of dual base learners for multi-class classification problems MP Sesmero, JM Alonso-Weber, G Gutierrez, A Ledezma, A Sanchis Information Fusion 24, 122-136, 2015 | 31 | 2015 |