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Carlos Cobos
ORCID
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
MICAI (2)
MICAI (1)
LOD
IEEE Access
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Publications
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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)