Martha Mendoza

According to our database1, Martha Mendoza authored at least 31 papers between 2005 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2020
A Multi-Objective Approach for the Calibration of Microscopic Traffic Flow Simulation Models.
IEEE Access, 2020

2019
Wrapper for Building Classification Models Using Covering Arrays.
IEEE Access, 2019

2018
A multiobjective bilevel approach based on global-best harmony search for defining optimal routes and frequencies for bus rapid transit systems.
Appl. Soft Comput., 2018

Covering Arrays to Support the Process of Feature Selection in the Random Forest Classifier.
Proceedings of the Machine Learning, Optimization, and Data Science, 2018

Optimization of Neural Network Training with ELM Based on the Iterative Hybridization of Differential Evolution with Local Search and Restarts.
Proceedings of the Machine Learning, Optimization, and Data Science, 2018

A Proposal to Estimate the Variable Importance Measures in Predictive Models Using Results from a Wrapper.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2018

Framework for the Training of Deep Neural Networks in TensorFlow Using Metaheuristics.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Feature Selection Using Sampling with Replacement, Covering Arrays and Rule-Induction Techniques to Aid Polarity Detection in Twitter Sentiment Analysis.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2018, 2018

2017
A Comparative Study of Harmony Search Algorithms for Improving the Training Process of Extreme Learning Machines.
Proceedings of the Advances in Soft Computing, 2017

Vegetation Index Based on Genetic Programming for Bare Ground Detection in the Amazon.
Proceedings of the Advances in Computational Intelligence, 2017

Automatic Generation of Multi-document Summaries Based on the Global-Best Harmony Search Metaheuristic and the LexRank Graph-Based Algorithm.
Proceedings of the Advances in Computational Intelligence, 2017

2016
Algorithm for Clustering of Web Search Results from a Hyper-heuristic Approach.
Proceedings of the Advances in Soft Computing, 2016

Calibration of Microscopic Traffic Flow Simulation Models Using a Memetic Algorithm with Solis and Wets Local Search Chaining (MA-SW-Chains).
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2016, 2016

Multi-objective Memetic Algorithm Based on NSGA-II and Simulated Annealing for Calibrating CORSIM Micro-Simulation Models of Vehicular Traffic Flow.
Proceedings of the Advances in Artificial Intelligence, 2016

A Binary Fisherman Search Procedure for the 0/1 Knapsack Problem.
Proceedings of the Advances in Artificial Intelligence, 2016

2015
Multidimensional analysis model for a document warehouse that includes textual measures.
Decis. Support Syst., 2015

Extractive Single-Document Summarization Based on Global-Best Harmony Search and a Greedy Local Optimizer.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

2014
Clustering of web search results based on the cuckoo search algorithm and Balanced Bayesian Information Criterion.
Inf. Sci., 2014

Extractive single-document summarization based on genetic operators and guided local search.
Expert Syst. Appl., 2014

Feature Selection Based on Sampling and C4.5 Algorithm to Improve the Quality of Text Classification Using Naïve Bayes.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

A New Memetic Algorithm for Multi-document Summarization Based on CHC Algorithm and Greedy Search.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

2013
TopicSearch - Personalized Web Clustering Engine Using Semantic Query Expansion, Memetic Algorithms and Intelligent Agents.
Polytech. Open Libr. Int. Bull. Inf. Technol. Sci., 2013

A hybrid system of pedagogical pattern recommendations based on singular value decomposition and variable data attributes.
Inf. Process. Manag., 2013

Clustering of web search results based on an Iterative Fuzzy C-means Algorithm and Bayesian Information Criterion.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

2012
Fitness Function Obtained from a Genetic Programming Approach for Web Document Clustering Using Evolutionary Algorithms.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

2011
A hyper-heuristic approach to design and tuning heuristic methods for web document clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Web document clustering based on a new niching Memetic Algorithm, Term-Document Matrix and Bayesian Information Criterion.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Web document clustering based on Global-Best Harmony Search, K-means, Frequent Term Sets and Bayesian Information Criterion.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2007
Learning Management System Based on SCORM, Agents and Mining.
Proceedings of the Web Information Systems Engineering, 2007

2006
A Distributed Content Repositories Model and a Decisions Support System for Learning Objects in Latin-America.
Rev. Colomb. de Computación, 2006

2005
Other Way of Making Business: A Virtual e-Commerce Community / CVN Platform.
Proceedings of the Computer Supported Activity Coordination, 2005


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