Carlos Cobos

According to our database1, Carlos Cobos authored at least 56 papers between 2006 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
TrazasBP: A Framework for Business Process Models Discovery Based on Execution Cases.
Polytech. Open Libr. Int. Bull. Inf. Technol. Sci., 2018

Building a Nasa Yuwe Language Corpus and Tagging with a Metaheuristic Approach.
Computación y Sistemas, 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

Memetic Algorithm for Constructing Covering Arrays of Variable Strength Based on Global-Best Harmony Search and Simulated Annealing.
Proceedings of the Advances in Soft Computing, 2018

Finding Optimal Farming Practices to Increase Crop Yield Through Global-Best Harmony Search and Predictive Models, a Data-Driven Approach.
Proceedings of the Advances in Computational Intelligence, 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

Document Management System Based on a Private Blockchain for the Support of the Judicial Embargoes Process in Colombia.
Proceedings of the Advanced Information Systems Engineering Workshops, 2018

2017
Grouping of business processes models based on an incremental clustering algorithm using fuzzy similarity and multimodal search.
Expert Syst. Appl., 2017

Memetic Algorithm Based on Global-Best Harmony Search and Hill Climbing for Part of Speech Tagging.
Proceedings of the Mining Intelligence and Knowledge Exploration, 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

Comparative Analysis of MOGBHS with Other State-of-the-Art Algorithms for Multi-objective Optimization Problems.
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
Business Process Models Clustering Based on Multimodal Search, K-means, and Cumulative and No-Continuous N-Grams.
Polytech. Open Libr. Int. Bull. Inf. Technol. Sci., 2016

Improving business process retrieval using categorization and multimodal search.
Knowl. Based Syst., 2016

Tokenizer Adapted for Nasa Yuwe Language.
Computación y Sistemas, 2016

Transit Network Frequencies-Setting Problem Solved Using a New Multi-Objective Global-Best Harmony Search Algorithm and Discrete Event Simulation.
Proceedings of the Advances in Soft Computing, 2016

Clustering Business Process Models Based on Multimodal Search and Covering Arrays.
Proceedings of the Advances in Soft Computing, 2016

Indexing and Searching of Judicial Precedents Using Automatic Summarization.
Proceedings of the Advances in Computational Intelligence, 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

Multimodal Indexing and Search of Business Processes Based on Cumulative and Continuous N-Grams.
Proceedings of the E-Commerce and Web Technologies - 17th International Conference, 2016

Virtual community of practice to potentiate knowledge and skills for building mobile applications in computer science students.
Proceedings of the 8th Euro American Conference on Telematics and Information Systems, 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

An Impact Study of Business Process Models for Requirements Elicitation in XP.
Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

Building a Nasa Yuwe Language Test Collection.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

Dynamic Reconfiguration of Composite Convergent Services Supported by Multimodal Search.
Proceedings of the Business Information Systems - 18th International Conference, 2015

2014
MultiSearchBP: Entorno para búsqueda y agrupación de modelos de procesos de negocio.
Polytech. Open Libr. Int. Bull. Inf. Technol. Sci., 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

Collaborative Evaluation to Build Closed Repositories on Business Process Models.
Proceedings of the ICEIS 2014, 2014

Continuous Optimization Based on a Hybridization of Differential Evolution with K-means.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014

Business process indexing based on similarity of execution cases.
Proceedings of the 7th Euro American Conference on Telematics and Information Systems, 2014

Collaborative grouping of business process models.
Proceedings of the 7th Euro American Conference on Telematics and Information Systems, 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
Una revisión de la búsqueda armónica.
Rev. Avances en Sistemas Informática, 2011

GHS + LEM: Global-best Harmony Search using learnable evolution models.
Appl. Math. Comput., 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


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