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2020 – today
- 2020
[j10]Carlos Cobos
, Alexander Paz, Julio Luna, Cristian Erazo, Martha Mendoza:
A Multi-Objective Approach for the Calibration of Microscopic Traffic Flow Simulation Models. IEEE Access 8: 103124-103140 (2020)- [j9]David Muñoz, Camilo Narváez, Carlos Cobos, Martha Mendoza, Francisco Herrera:
Incremental learning model inspired in Rehearsal for deep convolutional networks. Knowl. Based Syst. 208: 106460 (2020)
2010 – 2019
- 2019
- [j8]Hugo Dorado, Carlos Cobos, Jose Torres-Jimenez, Dharani Dhar Burra, Martha Mendoza, Daniel Jimenez:
Wrapper for Building Classification Models Using Covering Arrays. IEEE Access 7: 148297-148312 (2019) - 2018
- [j7]Edgar Ruano, Carlos Cobos, Jose Torres-Jimenez, Martha Mendoza, Alexander Paz:
A multiobjective bilevel approach based on global-best harmony search for defining optimal routes and frequencies for bus rapid transit systems. Appl. Soft Comput. 67: 567-583 (2018) - [c22]Jorge Villegas, Carlos Cobos, Martha Mendoza, Enrique Herrera-Viedma:
Feature Selection Using Sampling with Replacement, Covering Arrays and Rule-Induction Techniques to Aid Polarity Detection in Twitter Sentiment Analysis. IBERAMIA 2018: 467-480 - [c21]Julián Fernando Muñoz-Ordóñez, Carlos Cobos, Martha Mendoza, Enrique Herrera-Viedma, Francisco Herrera, Siham Tabik:
Framework for the Training of Deep Neural Networks in TensorFlow Using Metaheuristics. IDEAL (1) 2018: 801-811 - [c20]Hugo Dorado, Carlos Cobos, Jose Torres-Jimenez, Daniel Jimenez, Martha Mendoza:
A Proposal to Estimate the Variable Importance Measures in Predictive Models Using Results from a Wrapper. MIKE 2018: 369-383 - [c19]David Sotelo, Daniela Velásquez, Carlos Cobos, Martha Mendoza, Luís Gómez:
Optimization of Neural Network Training with ELM Based on the Iterative Hybridization of Differential Evolution with Local Search and Restarts. LOD 2018: 38-50 - [c18]Sebastián Vivas, Carlos Cobos, Martha Mendoza:
Covering Arrays to Support the Process of Feature Selection in the Random Forest Classifier. LOD 2018: 64-76 - 2017
- [c17]César Cuéllar, Martha Mendoza, Carlos Cobos:
Automatic Generation of Multi-document Summaries Based on the Global-Best Harmony Search Metaheuristic and the LexRank Graph-Based Algorithm. MICAI (2) 2017: 82-94 - [c16]Daniel Pusil, Carlos Cobos, Martha Mendoza:
A Comparative Study of Harmony Search Algorithms for Improving the Training Process of Extreme Learning Machines. MICAI (1) 2017: 245-256 - [c15]Julián Fernando Muñoz-Ordóñez, Carlos Cobos, Martha Mendoza:
Vegetation Index Based on Genetic Programming for Bare Ground Detection in the Amazon. MICAI (2) 2017: 259-271 - 2016
- [c14]Carlos Alberto Cobos Lozada, Hernán Dulcey, Johny Ortega, Martha Mendoza, Armando Ordóñez:
A Binary Fisherman Search Procedure for the 0/1 Knapsack Problem. CAEPIA 2016: 447-457 - [c13]Carlos Alberto Cobos Lozada, Cristian Erazo, Julio Luna, Martha Mendoza, Carlos Gaviria, Cristian Arteaga, Alexander Paz:
Multi-objective Memetic Algorithm Based on NSGA-II and Simulated Annealing for Calibrating CORSIM Micro-Simulation Models of Vehicular Traffic Flow. CAEPIA 2016: 468-476 - [c12]Carlos Alberto Cobos Lozada, Carlos Daza, Cristhian Martínez, Martha Mendoza, Carlos Gaviria, Cristian Arteaga, Alexander Paz:
Calibration of Microscopic Traffic Flow Simulation Models Using a Memetic Algorithm with Solis and Wets Local Search Chaining (MA-SW-Chains). IBERAMIA 2016: 365-375 - [c11]Carlos Alberto Cobos Lozada, Andrea Duque, Jamith Bolaños, Martha Mendoza, Elizabeth León:
Algorithm for Clustering of Web Search Results from a Hyper-heuristic Approach. MICAI (2) 2016: 285-316 - 2015
- [j6]Martha Mendoza, Erwin Alegría, Manuel Maca, Carlos Alberto Cobos Lozada, Elizabeth León:
Multidimensional analysis model for a document warehouse that includes textual measures. Decis. Support Syst. 72: 44-59 (2015) - [c10]Martha Mendoza, Carlos Alberto Cobos Lozada, Elizabeth León:
Extractive Single-Document Summarization Based on Global-Best Harmony Search and a Greedy Local Optimizer. MICAI (2) 2015: 52-66 - 2014
- [j5]Martha Mendoza, Susana Bonilla, Clara Noguera, Carlos Alberto Cobos Lozada, Elizabeth León:
Extractive single-document summarization based on genetic operators and guided local search. Expert Syst. Appl. 41(9): 4158-4169 (2014) - [j4]Carlos Alberto Cobos Lozada, Henry Muñoz-Collazos, Richar Urbano-Muñoz, Martha Mendoza, Elizabeth León-Guzmán, Enrique Herrera-Viedma:
Clustering of web search results based on the cuckoo search algorithm and Balanced Bayesian Information Criterion. Inf. Sci. 281: 248-264 (2014) - [c9]Viviana Molano, Carlos Alberto Cobos Lozada, Martha Mendoza, Enrique Herrera-Viedma, Milos Manic:
Feature Selection Based on Sampling and C4.5 Algorithm to Improve the Quality of Text Classification Using Naïve Bayes. MICAI (1) 2014: 80-91 - [c8]Martha Mendoza, Carlos Alberto Cobos Lozada, Elizabeth León-Guzmán, Manuel Lozano, Francisco J. Rodríguez, Enrique Herrera-Viedma:
A New Memetic Algorithm for Multi-document Summarization Based on CHC Algorithm and Greedy Search. MICAI (1) 2014: 125-138 - 2013
- [j3]Carlos Alberto Cobos Lozada, Orlando Rodriguez, Jarvein Rivera, John Betancourt, Martha Mendoza, Elizabeth León-Guzmán, Enrique Herrera-Viedma:
A hybrid system of pedagogical pattern recommendations based on singular value decomposition and variable data attributes. Inf. Process. Manag. 49(3): 607-625 (2013) - [j2]Carlos Alberto Cobos Lozada, Martha Mendoza, Elizabeth León, Milos Manic, Enrique Herrera-Viedma:
TopicSearch - Personalized Web Clustering Engine Using Semantic Query Expansion, Memetic Algorithms and Intelligent Agents. Polibits 47: 31-45 (2013) - [c7]Carlos Alberto Cobos Lozada, Martha Mendoza, Milos Manic, Elizabeth León, Enrique Herrera-Viedma:
Clustering of web search results based on an Iterative Fuzzy C-means Algorithm and Bayesian Information Criterion. IFSA/NAFIPS 2013: 507-512 - 2012
- [c6]Carlos Alberto Cobos Lozada, Leydy Muñoz, Martha Mendoza, Elizabeth León-Guzmán, Enrique Herrera-Viedma:
Fitness Function Obtained from a Genetic Programming Approach for Web Document Clustering Using Evolutionary Algorithms. IBERAMIA 2012: 179-188 - 2011
- [c5]Carlos Alberto Cobos Lozada, Martha Mendoza, Elizabeth León:
A hyper-heuristic approach to design and tuning heuristic methods for web document clustering. IEEE Congress on Evolutionary Computation 2011: 1350-1358 - 2010
- [c4]Carlos Alberto Cobos Lozada, Jennifer Andrade, William Constain, Martha Mendoza, Elizabeth León:
Web document clustering based on Global-Best Harmony Search, K-means, Frequent Term Sets and Bayesian Information Criterion. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c3]Carlos Alberto Cobos Lozada, Claudia Montealegre, Maria-Fernanda Mejia, Martha Mendoza, Elizabeth León:
Web document clustering based on a new niching Memetic Algorithm, Term-Document Matrix and Bayesian Information Criterion. IEEE Congress on Evolutionary Computation 2010: 1-8
2000 – 2009
- 2007
- [c2]Carlos Alberto Cobos Lozada, Miguel Niño, Martha Mendoza, Ramón Fabregat, Luís Gómez:
Learning Management System Based on SCORM, Agents and Mining. WISE 2007: 298-309 - 2006
- [j1]Carlos Alberto Cobos Lozada, Erwin Meza, Martha Mendoza, Jorge Moreno, Norman Muñoz:
A Distributed Content Repositories Model and a Decisions Support System for Learning Objects in Latin-America. Rev. Colomb. de Computación 7(1): 1-20 (2006) - 2005
- [c1]Roberto Naranjo, Jorge Moreno, Luz Marina Sierra, Martha Mendoza:
Other Way of Making Business: A Virtual e-Commerce Community / CVN Platform. Computer Supported Activity Coordination 2005: 141-148
Coauthor Index
aka: Carlos Alberto Cobos Lozada
aka: Elizabeth León
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