Carlos Cobos

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 18

Top Topics

Building Classification Models

Comparative Study

Simulated Annealing

Covering Arrays

Top Venues

Publications

David Muñoz, Camilo Narváez, Carlos Cobos, Martha Mendoza, Francisco Herrera
Incremental learning model inspired in Rehearsal for deep convolutional networks. Knowl. Based Syst. 208 (2020)
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 (2020)
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 (2019)
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)
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 (2018)
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)
Hugo Dorado, Sylvain Delerce, Daniel Jimenez, Carlos Cobos
Finding Optimal Farming Practices to Increase Crop Yield Through Global-Best Harmony Search and Predictive Models, a Data-Driven Approach. MICAI (2) (2018)
Julian Solarte-Rivera, Andrés Vidal-Zemanate, Carlos Cobos, José Alejandro Chamorro-Lopez, Tomas Velasco
Document Management System Based on a Private Blockchain for the Support of the Judicial Embargoes Process in Colombia. CAiSE Workshops (2018)
Hugo Ordoñez, Armando Ordóñez, Victor Buchelli, Carlos Cobos
TrazasBP: A Framework for Business Process Models Discovery Based on Execution Cases. POLIBITS 57 (2018)
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)
Julián 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)
Jimena Timaná, Carlos Cobos, Jose Torres-Jimenez
Memetic Algorithm for Constructing Covering Arrays of Variable Strength Based on Global-Best Harmony Search and Simulated Annealing. MICAI (1) (2018)
Sebastián Vivas, Carlos Cobos, Martha Mendoza
Covering Arrays to Support the Process of Feature Selection in the Random Forest Classifier. LOD (2018)
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)
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)
Cristian Ordoñez, Edgar Ruano, Carlos Cobos, Hugo Ordoñez, Armando Ordóñez
Comparative Analysis of MOGBHS with Other State-of-the-Art Algorithms for Multi-objective Optimization Problems. MICAI (1) (2017)
Julián Muñoz, Carlos Cobos, Martha Mendoza
Vegetation Index Based on Genetic Programming for Bare Ground Detection in the Amazon. MICAI (2) (2017)
Edgar Ruano, Carlos Cobos, Jose Torres-Jimenez
Transit Network Frequencies-Setting Problem Solved Using a New Multi-Objective Global-Best Harmony Search Algorithm and Discrete Event Simulation. MICAI (2) (2016)