Extractive single-document summarization based on genetic operators and guided local search M Mendoza, S Bonilla, C Noguera, C Cobos, E León Expert Systems with Applications 41 (9), 4158-4169, 2014 | 168 | 2014 |
Clustering of web search results based on the cuckoo search algorithm and balanced Bayesian information criterion C Cobos, H Muñoz-Collazos, R Urbano-Muñoz, M Mendoza, E León, ... Information Sciences 281, 248-264, 2014 | 141 | 2014 |
A hybrid system of pedagogical pattern recommendations based on singular value decomposition and variable data attributes C Cobos, O Rodriguez, J Rivera, J Betancourt, M Mendoza, E León, ... Information Processing & Management 49 (3), 607-625, 2013 | 110 | 2013 |
Anomaly detection based on unsupervised niche clustering with application to network intrusion detection E Leon, O Nasraoui, J Gomez Proceedings of the 2004 congress on evolutionary computation (IEEE Cat. No …, 2004 | 101 | 2004 |
Web document clustering based on global-best harmony search, K-means, frequent term sets and Bayesian information criterion C Cobos, J Andrade, W Constain, M Mendoza, E León IEEE congress on evolutionary computation, 1-8, 2010 | 50 | 2010 |
CMIN-herramienta case basada en CRISP-DM para el soporte de proyectos de minería de datos C Cobos, J Zuñiga, J Guarin, E León, M Mendoza Ingenieria e investigación 30 (3), 45-56, 2010 | 31 | 2010 |
Unsupervised niche clustering: Discovering an unknown number of clusters in noisy data sets O Nasraoui, E Leon, R Krishnapuram Evolutionary Computation in Data Mining, 157-188, 2005 | 31 | 2005 |
Web document clustering based on a new niching memetic algorithm, term-document matrix and Bayesian information criterion C Cobos, C Montealegre, MF Mejía, M Mendoza, E León IEEE congress on evolutionary computation, 1-8, 2010 | 27 | 2010 |
A hyper-heuristic approach to design and tuning heuristic methods for web document clustering C Cobos, M Mendoza, E León 2011 IEEE Congress of Evolutionary Computation (CEC), 1350-1358, 2011 | 26 | 2011 |
Multidimensional analysis model for a document warehouse that includes textual measures M Mendoza, E Alegría, M Maca, C Cobos, E León Decision Support Systems 72, 44-59, 2015 | 25 | 2015 |
A new memetic algorithm for multi-document summarization based on CHC algorithm and greedy search M Mendoza, C Cobos, E León, M Lozano, F Rodríguez, ... Human-Inspired Computing and Its Applications: 13th Mexican International …, 2014 | 25 | 2014 |
Detecting social spammers in Colombia 2014 presidential election JA Cerón-Guzmán, E León Advances in Artificial Intelligence and Its Applications: 14th Mexican …, 2015 | 24 | 2015 |
ECSAGO: evolutionary clustering with self adaptive genetic operators E Leon, O Nasraoui, J Gomez 2006 IEEE International Conference on Evolutionary Computation, 1768-1775, 2006 | 24 | 2006 |
A harmony search algorithm for clustering with feature selection C Cobos, E León, M Mendoza Revista Facultad de Ingeniería Universidad de Antioquia, 153-164, 2010 | 22 | 2010 |
Fast heuristic algorithm for multi-scale hierarchical community detection E Castrillo, E León, J Gómez Proceedings of the 2017 IEEE/ACM International Conference on Advances in …, 2017 | 18 | 2017 |
RAIN: data clustering using randomized interactions between data points J Gomez, O Nasraoui, E Leon 2004 International Conference on Machine Learning and Applications, 2004 …, 2004 | 18 | 2004 |
Extractive single-document summarization based on global-best harmony search and a greedy local optimizer M Mendoza, C Cobos, E León Advances in Artificial Intelligence and Its Applications: 14th Mexican …, 2015 | 17 | 2015 |
Clustering of web search results based on an Iterative Fuzzy C-means Algorithm and Bayesian Information Criterion C Cobos, M Mendoza, M Manic, E León, E Herrera-Viedma 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 507-512, 2013 | 16 | 2013 |
Evolution of teaching and evaluation methodologies: The experience in the computer programming course at the Universidad Nacional de Colombia J Gomez, E Leon, C Cubides, A Rodriguez, J Mahecha, JC Rubiano Ingeniería e Investigación 34 (2), 85-89, 2014 | 14 | 2014 |
Fitness function obtained from a genetic programming approach for web document clustering using evolutionary algorithms C Cobos, L Muñoz, M Mendoza, E León, E Herrera-Viedma Advances in Artificial Intelligence–IBERAMIA 2012: 13th Ibero-American …, 2012 | 14 | 2012 |