Carlos Cobos

19 papers Journal 6Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Maturity Model for Practical Explainability in Artificial Intelligence-Based Applications: Integrating Analysis and Evaluation (MM4XAI-AE) Models.
Int. J. Intell. Syst.
Julián Fernando Muñoz-Ordóñez, Carlos Cobos, Juan C. Vidal-Rojas, Francisco Herrera
2020 J jnl
A Multi-Objective Approach for the Calibration of Microscopic Traffic Flow Simulation Models.
IEEE Access
Carlos Cobos, Alexander Paz, Julio Luna, Cristian Erazo, Martha Mendoza
2020 J jnl
Incremental learning model inspired in Rehearsal for deep convolutional networks.
Knowl. Based Syst.
David Muñoz, Camilo Narváez, Carlos Cobos, Martha Mendoza, Francisco Herrera
2019 J jnl
Wrapper for Building Classification Models Using Covering Arrays.
IEEE Access
Hugo Dorado, Carlos Cobos, Jose Torres-Jimenez, Dharani Dhar Burra, Martha Mendoza, Daniel Jimenez
2018 — conf
A Proposal to Estimate the Variable Importance Measures in Predictive Models Using Results from a Wrapper.
MIKE
Hugo Dorado, Carlos Cobos, Jose Torres-Jimenez, Daniel Jimenez, Martha Mendoza
2018 J jnl
A multiobjective bilevel approach based on global-best harmony search for defining optimal routes and frequencies for bus rapid transit systems.
Appl. Soft Comput.
Edgar Ruano, Carlos Cobos, Jose Torres-Jimenez, Martha Mendoza, Alexander Paz
2018 — conf
Covering Arrays to Support the Process of Feature Selection in the Random Forest Classifier.
LOD
Sebastián Vivas, Carlos Cobos, Martha Mendoza
2018 — conf
Document Management System Based on a Private Blockchain for the Support of the Judicial Embargoes Process in Colombia.
CAiSE Workshops
Julian Solarte-Rivera, Andrés Vidal-Zemanate, Carlos Cobos, José Alejandro Chamorro-Lopez, Tomas Velasco
2018 — conf
Feature Selection Using Sampling with Replacement, Covering Arrays and Rule-Induction Techniques to Aid Polarity Detection in Twitter Sentiment Analysis.
IBERAMIA
Jorge Villegas, Carlos Cobos, Martha Mendoza, Enrique Herrera-Viedma
2018 — conf
Finding Optimal Farming Practices to Increase Crop Yield Through Global-Best Harmony Search and Predictive Models, a Data-Driven Approach.
MICAI (2)
Hugo Dorado, Sylvain Delerce, Daniel Jimenez, Carlos Cobos
2018 — conf
Framework for the Training of Deep Neural Networks in TensorFlow Using Metaheuristics.
IDEAL (1)
Julián Fernando Muñoz-Ordóñez, Carlos Cobos, Martha Mendoza, Enrique Herrera-Viedma, Francisco Herrera, Siham Tabik
2018 — conf
Memetic Algorithm for Constructing Covering Arrays of Variable Strength Based on Global-Best Harmony Search and Simulated Annealing.
MICAI (1)
Jimena Timaná, Carlos Cobos, Jose Torres-Jimenez
2018 — conf
Optimization of Neural Network Training with ELM Based on the Iterative Hybridization of Differential Evolution with Local Search and Restarts.
LOD
David Sotelo, Daniela Velásquez, Carlos Cobos, Martha Mendoza, Luís Gómez
2018 J jnl
TrazasBP: A Framework for Business Process Models Discovery Based on Execution Cases.
POLIBITS
Hugo Ordoñez, Armando Ordóñez, Victor Buchelli, Carlos Cobos
2017 — conf
A Comparative Study of Harmony Search Algorithms for Improving the Training Process of Extreme Learning Machines.
MICAI (1)
Daniel Pusil, Carlos Cobos, Martha Mendoza
2017 — conf
Automatic Generation of Multi-document Summaries Based on the Global-Best Harmony Search Metaheuristic and the LexRank Graph-Based Algorithm.
MICAI (2)
César Cuéllar, Martha Mendoza, Carlos Cobos
2017 — conf
Comparative Analysis of MOGBHS with Other State-of-the-Art Algorithms for Multi-objective Optimization Problems.
MICAI (1)
Cristian Ordoñez, Edgar Ruano, Carlos Cobos, Hugo Ordoñez, Armando Ordóñez
2017 — conf
Vegetation Index Based on Genetic Programming for Bare Ground Detection in the Amazon.
MICAI (2)
Julián Fernando Muñoz-Ordóñez, Carlos Cobos, Martha Mendoza
2016 — conf
Transit Network Frequencies-Setting Problem Solved Using a New Multi-Objective Global-Best Harmony Search Algorithm and Discrete Event Simulation.
MICAI (2)
Edgar Ruano, Carlos Cobos, Jose Torres-Jimenez