Yuliana Martínez

According to our database, Yuliana Martínez authored at least 16 papers between 2011 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

A Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP.

Stefano Beretta, Mauro Castelli, Luis Muñoz, Leonardo Trujillo, Yuliana Martínez, Ales Popovic, Luciano Milanesi, Ivan Merelli

Complex., 2018

2017

A comparison of fitness-case sampling methods for genetic programming.

Yuliana Martínez, Enrique Naredo, Leonardo Trujillo, Pierrick Legrand, Uriel López

J. Exp. Theor. Artif. Intell., 2017

RANSAC-GP: Dealing with Outliers in Symbolic Regression with Genetic Programming.

Uriel López, Leonardo Trujillo, Yuliana Martínez, Pierrick Legrand, Enrique Naredo, Sara Silva

Proceedings of the Genetic Programming - 20th European Conference, 2017

2016

Prediction Performance and Problem Difficulty in Genetic Programming. (Predicción de rendimiento y dificultad de problemas en programación genetica).

Yuliana Martínez

PhD thesis, 2016

Prediction of expected performance for a genetic programming classifier.

Yuliana Martínez, Leonardo Trujillo, Pierrick Legrand, Edgar Galván López

Genet. Program. Evolvable Mach., 2016

A Machine Learning Approach for the Integration of miRNA-Target Predictions.

Stefano Beretta, Mauro Castelli, Yuliana Martínez, Luis Muñoz, Sara Silva, Leonardo Trujillo, Luciano Milanesi, Ivan Merelli

Proceedings of the 24th Euromicro International Conference on Parallel, 2016

2014

NEAT, There's No Bloat.

Leonardo Trujillo, Luis Muñoz, Enrique Naredo, Yuliana Martínez

Proceedings of the Genetic Programming - 17th European Conference, 2014

2013

Identification of epilepsy stages from ECoG using genetic programming classifiers.

Arturo Sotelo, Enrique Guijarro, Leonardo Trujillo, Luis N. Coria, Yuliana Martínez

Comput. Biol. Medicine, 2013

A behavior-based analysis of modal problems.

Leonardo Trujillo, Lee Spector, Enrique Naredo, Yuliana Martínez

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Searching for Novel Classifiers.

Enrique Naredo, Leonardo Trujillo, Yuliana Martínez

Proceedings of the Genetic Programming - 16th European Conference, 2013

Searching for novel regression functions.

Yuliana Martínez, Enrique Naredo, Leonardo Trujillo, Edgar Galván López

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

A comparative study of an evolvability indicator and a predictor of expected performance for genetic programming.

Leonardo Trujillo, Yuliana Martínez, Edgar Galván López, Pierrick Legrand

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Analysis and Classification of Epilepsy Stages with Genetic Programming.

Arturo Sotelo, Enrique Guijarro, Leonardo Trujillo, Luis N. Coria, Yuliana Martínez

Proceedings of the EVOLVE, 2012

2011

How many neurons?: a genetic programming answer.

Leonardo Trujillo, Yuliana Martínez, Patricia Melin

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Predicting problem difficulty for genetic programming applied to data classification.

Leonardo Trujillo, Yuliana Martínez, Edgar Galván López, Pierrick Legrand

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Estimating Classifier Performance with Genetic Programming.

Leonardo Trujillo, Yuliana Martínez, Patricia Melin

Proceedings of the Genetic Programming - 14th European Conference, 2011