Login / Signup
Martha Mendoza
ORCID
Publication Activity (10 Years)
Years Active: 2005-2020
Publications (10 Years): 18
Top Topics
Harmony Search
Simulated Annealing
Covering Arrays
Memetic Algorithm
Top Venues
MICAI (2)
MICAI (1)
IBERAMIA
CAEPIA
</>
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)
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)
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)
Julián Muñoz
,
Carlos Cobos
,
Martha Mendoza
Vegetation Index Based on Genetic Programming for Bare Ground Detection in the Amazon.
MICAI (2)
(2017)
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)
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)
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)
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)
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 (2015)
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)
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)
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 (2014)
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)
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) (2014)
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)
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) (2013)
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 (2013)
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)
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)
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)
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)
Carlos Alberto Cobos Lozada
,
Miguel Niño
,
Martha Mendoza
,
Ramón Fabregat
,
Luís Gómez
Learning Management System Based on SCORM, Agents and Mining.
WISE
(2007)
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) (2006)
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)