Miguel García-Torres

According to our database1, Miguel García-Torres authored at least 23 papers between 2003 and 2019.

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

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
A multivariate approach to the symmetrical uncertainty measure: Application to feature selection problem.
Inf. Sci., 2019

Entropy and Contrast Enhancement of Infrared Thermal Images Using the Multiscale Top-Hat Transform.
Entropy, 2019

Predictive Models for the Medical Diagnosis of Dengue: A Case Study in Paraguay.
Comp. Math. Methods in Medicine, 2019

Analysis of Student Achievement Scores: A Machine Learning Approach.
Proceedings of the International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019), 2019

Analysis of Teacher Training in Mathematics in Paraguay's Elementary Education System Using Machine Learning Techniques.
Proceedings of the International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019), 2019

Map-Elites Algorithm for Features Selection Problem.
Proceedings of the 13th Alberto Mendelzon International Workshop on Foundations of Data Management, 2019

2018
Soft Computing for Analysis of Biomedical Data.
Comp. Math. Methods in Medicine, 2018

Analysis of Relevance and Redundance on Topoisomerase 2b (TOP2B) Binding Sites: A Feature Selection Approach.
Proceedings of the Applications of Evolutionary Computation, 2018

2017
Understanding a Version of Multivariate Symmetric Uncertainty to assist in Feature Selection.
CoRR, 2017

Bioinformatics from a Big Data Perspective: Meeting the Challenge.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

2016
High-dimensional feature selection via feature grouping: A Variable Neighborhood Search approach.
Inf. Sci., 2016

Feature Selection Using Approximate Multivariate Markov Blankets.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

2013
Comparison of metaheuristic strategies for peakbin selection in proteomic mass spectrometry data.
Inf. Sci., 2013

2012
Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches.
Expert Syst. Appl., 2012

2011
Peakbin Selection in Mass Spectrometry Data Using a Consensus Approach with Estimation of Distribution Algorithms.
IEEE/ACM Trans. Comput. Biology Bioinform., 2011

A Two-Phase Heuristic Construction of Feature Sets for Classification.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

2010
Feature Selection Applied to Data from the Sloan Digital Sky Survey.
Proceedings of the Trends in Applied Intelligent Systems, 2010

2009
Metaheuristics in Data Mining.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

2007
Ranking Attributes Using Learning of Preferences by Means of SVM.
Proceedings of the Current Topics in Artificial Intelligence, 2007

2006
Solving feature subset selection problem by a Parallel Scatter Search.
European Journal of Operational Research, 2006

2005
Data Mining with Scatter Search.
Proceedings of the Computer Aided Systems Theory, 2005

2004
Solving Feature Subset Selection Problem by a Hybrid Metaheuristic.
Proceedings of the Hybrid Metaheuristics, First International Workshop, 2004

2003
Scatter Search for the Feature Selection Problem.
Proceedings of the Current Topics in Artificial Intelligence, 2003


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