Martha Mendoza

32 papers B 4Journal 10Unranked 18

Year	Rank	Type	Title / Venue / Authors
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`	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`	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`	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
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`	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`	A Binary Fisherman Search Procedure for the 0/1 Knapsack Problem. CAEPIA Carlos Alberto Cobos Lozada, Hernán Dulcey, Johny Ortega, Martha Mendoza, Armando Ordóñez
2016	—	`conf`	Algorithm for Clustering of Web Search Results from a Hyper-heuristic Approach. MICAI (2) Carlos Alberto Cobos Lozada, Andrea Duque, Jamith Bolaños, Martha Mendoza, Elizabeth León
2016	—	`conf`	Calibration of Microscopic Traffic Flow Simulation Models Using a Memetic Algorithm with Solis and Wets Local Search Chaining (MA-SW-Chains). IBERAMIA Carlos Alberto Cobos Lozada, Carlos Daza, Cristhian Martínez, Martha Mendoza, Carlos Gaviria, Cristian Arteaga, Alexander Paz
2016	—	`conf`	Multi-objective Memetic Algorithm Based on NSGA-II and Simulated Annealing for Calibrating CORSIM Micro-Simulation Models of Vehicular Traffic Flow. CAEPIA Carlos Alberto Cobos Lozada, Cristian Erazo, Julio Luna, Martha Mendoza, Carlos Gaviria, Cristian Arteaga, Alexander Paz
2015	—	`conf`	Extractive Single-Document Summarization Based on Global-Best Harmony Search and a Greedy Local Optimizer. MICAI (2) Martha Mendoza, Carlos Alberto Cobos Lozada, Elizabeth León
2015	J	`jnl`	Multidimensional analysis model for a document warehouse that includes textual measures. Decis. Support Syst. Martha Mendoza, Erwin Alegría, Manuel Maca, Carlos Alberto Cobos Lozada, Elizabeth León
2014	—	`conf`	A New Memetic Algorithm for Multi-document Summarization Based on CHC Algorithm and Greedy Search. MICAI (1) Martha Mendoza, Carlos Alberto Cobos Lozada, Elizabeth León-Guzmán, Manuel Lozano, Francisco J. Rodríguez, Enrique Herrera-Viedma
2014	J	`jnl`	Clustering of web search results based on the cuckoo search algorithm and Balanced Bayesian Information Criterion. Inf. Sci. Carlos Alberto Cobos Lozada, Henry Muñoz-Collazos, Richar Urbano-Muñoz, Martha Mendoza, Elizabeth León-Guzmán, Enrique Herrera-Viedma
2014	J	`jnl`	Extractive single-document summarization based on genetic operators and guided local search. Expert Syst. Appl. Martha Mendoza, Susana Bonilla, Clara Noguera, Carlos Alberto Cobos Lozada, Elizabeth León
2014	—	`conf`	Feature Selection Based on Sampling and C4.5 Algorithm to Improve the Quality of Text Classification Using Naïve Bayes. MICAI (1) Viviana Molano, Carlos Alberto Cobos Lozada, Martha Mendoza, Enrique Herrera-Viedma, Milos Manic
2013	J	`jnl`	A hybrid system of pedagogical pattern recommendations based on singular value decomposition and variable data attributes. Inf. Process. Manag. Carlos Alberto Cobos Lozada, Orlando Rodriguez, Jarvein Rivera, John Betancourt, Martha Mendoza, Elizabeth León-Guzmán, Enrique Herrera-Viedma
2013	—	`conf`	Clustering of web search results based on an Iterative Fuzzy C-means Algorithm and Bayesian Information Criterion. IFSA/NAFIPS Carlos Alberto Cobos Lozada, Martha Mendoza, Milos Manic, Elizabeth León, Enrique Herrera-Viedma
2013	J	`jnl`	TopicSearch - Personalized Web Clustering Engine Using Semantic Query Expansion, Memetic Algorithms and Intelligent Agents. Polibits Carlos Alberto Cobos Lozada, Martha Mendoza, Elizabeth León, Milos Manic, Enrique Herrera-Viedma
2012	—	`conf`	Fitness Function Obtained from a Genetic Programming Approach for Web Document Clustering Using Evolutionary Algorithms. IBERAMIA Carlos Alberto Cobos Lozada, Leydy Muñoz, Martha Mendoza, Elizabeth León-Guzmán, Enrique Herrera-Viedma
2011	B	`conf`	A hyper-heuristic approach to design and tuning heuristic methods for web document clustering. IEEE Congress on Evolutionary Computation Carlos Alberto Cobos Lozada, Martha Mendoza, Elizabeth León
2010	B	`conf`	Web document clustering based on Global-Best Harmony Search, K-means, Frequent Term Sets and Bayesian Information Criterion. IEEE Congress on Evolutionary Computation Carlos Alberto Cobos Lozada, Jennifer Andrade, William Constain, Martha Mendoza, Elizabeth León
2010	B	`conf`	Web document clustering based on a new niching Memetic Algorithm, Term-Document Matrix and Bayesian Information Criterion. IEEE Congress on Evolutionary Computation Carlos Alberto Cobos Lozada, Claudia Montealegre, Maria-Fernanda Mejia, Martha Mendoza, Elizabeth León
2007	B	`conf`	Learning Management System Based on SCORM, Agents and Mining. WISE Carlos Alberto Cobos Lozada, Miguel Niño, Martha Mendoza, Ramón Fabregat, Luís Gómez
2006	J	`jnl`	A Distributed Content Repositories Model and a Decisions Support System for Learning Objects in Latin-America. Rev. Colomb. de Computación Carlos Alberto Cobos Lozada, Erwin Meza, Martha Mendoza, Jorge Moreno, Norman Muñoz
2005	—	`conf`	Other Way of Making Business: A Virtual e-Commerce Community / CVN Platform. Computer Supported Activity Coordination Roberto Naranjo, Jorge Moreno, Luz Marina Sierra, Martha Mendoza