Elizabeth León-Guzmán

According to our database1, Elizabeth León-Guzmán authored at least 48 papers between 2004 and 2020.

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Bibliography

2020
Named Entity Extraction with Finite State Transducers.
CoRR, 2020

2019
Multi-objective evolutionary algorithm for DNA codeword design.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018
High-Quality Disjoint and Overlapping Community Structure in Large-Scale Complex Networks.
CoRR, 2018

Dynamic Structural Similarity on Graphs.
CoRR, 2018

Self-adaptive Evolutionary Algorithm for DNA Codeword Design.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Fast Heuristic Algorithm for Multi-scale Hierarchical Community Detection.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Lexical Normalization of Spanish Tweets.
Proceedings of the 25th International Conference on World Wide Web, 2016

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

A Sentiment Analysis System of Spanish Tweets and Its Application in Colombia 2014 Presidential Election.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

2015
Warnings and Recommendation System for an E-Learning Platform.
Polytech. Open Libr. Int. Bull. Inf. Technol. Sci., 2015

A Model to Predict Low Academic Performance at a Specific Enrollment Using Data Mining.
Rev. Iberoam. de Tecnol. del Aprendiz., 2015

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

Genetic Clustering Algorithm for Extractive Text Summarization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 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

Detecting Social Spammers in Colombia 2014 Presidential Election.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

2014
The Parameter-less Randomized Gravitational Clustering algorithm with online clusters' structure characterization.
Prog. Artif. Intell., 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

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

Spherical Randomized Gravitational Clustering.
Proceedings of the 8th Alberto Mendelzon Workshop on Foundations of Data Management, 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

Unsupervised Tagging of Spanish Lyrics Dataset Using Clustering.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 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

Meta-classifier for Type 2 Diabetes Mellitus comorbidities in Colombia.
Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013

2012
A Genetic Niching Algorithm with Self-Adaptating Operator Rates for Document Clustering.
Proceedings of the Eighth Latin American Web Congress, 2012

A Recommendation-Based Web Usage Mining Model for a University Community.
Proceedings of the Eighth Latin American Web Congress, 2012

Online Cluster Prototype Generation for the Gravitational Clustering Algorithm.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

Minimum Cluster Size Estimation and Cluster Refinement for the Randomized Gravitational Clustering Algorithm.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 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

An approach to the risk analysis of diabetes mellitus type 2 in a health care provider entity of Colombia using business intelligence.
Proceedings of the Euro-American Conference on Telematics and Information Systems, 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
Fraud Detection Model Based on the Discovery Symbolic Classification Rules Extracted from a Neural Network.
Proceedings of the Advances in Soft Computing, 2010

Digital Web Library of a Website with Document Clustering.
Proceedings of the Advances in Artificial Intelligence, 2010

Scalable evolutionary clustering algorithm with Self Adaptive Genetic Operators.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A coevolutionary chromosome encoding scheme for high dimensional search spaces.
Proceedings of the IEEE Congress on Evolutionary Computation, 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

2009
Grisland: a parallel genetic algorithm for finding near optimal solutions to the traveling salesman problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

2008
GRISLAS: Un algoritmo genético paralelo que combina los modelos de grillas e islas para encontrar soluciones óptimas cercanas al problema del agente viajero.
Rev. Avances en Sistemas Informática, 2008

2007
INCRAIN: An Incremental Approach for the Gravitational Clustering.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

2006
A Fuzzy Set/Rule Distance for Evolving Fuzzy Anomaly Detectors.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Aggregation of Fuzzy Classifiers Using Coupled Map Lattices.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

ECSAGO: Evolutionary Clustering with Self Adaptive Genetic Operators.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2004
RAIN: data clustering using randomized interactions between data points.
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004

Improved Niching and Encoding Strategies for Clustering Noisy Data Sets.
Proceedings of the Genetic and Evolutionary Computation, 2004

Network Intrusion Detection Using Genetic Clustering.
Proceedings of the Genetic and Evolutionary Computation, 2004

Anomaly detection based on unsupervised niche clustering with application to network intrusion detection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004


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