Yuliana Martínez

18 papers A 1B 5C 1Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Graph-based analysis of problem space and genetic programming classifier performance using optimal transport dataset distance.
Appl. Soft Comput.
Joel Nation, Daniel Fajardo-Delgado, Yuliana Martínez, Arnoldo Díaz-Ramírez, Leonardo Trujillo
2018 J jnl
A Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP.
Complex.
Stefano Beretta, Mauro Castelli, Luis Muñoz, Leonardo Trujillo, Yuliana Martínez, Ales Popovic, Luciano Milanesi, Ivan Merelli
2017 J jnl
A comparison of fitness-case sampling methods for genetic programming.
J. Exp. Theor. Artif. Intell.
Yuliana Martínez, Enrique Naredo, Leonardo Trujillo, Pierrick Legrand, Uriel López
2017 B conf
RANSAC-GP: Dealing with Outliers in Symbolic Regression with Genetic Programming.
EuroGP
Uriel López, Leonardo Trujillo, Yuliana Martínez, Pierrick Legrand, Enrique Naredo, Sara Silva
2016 C conf
A Machine Learning Approach for the Integration of miRNA-Target Predictions.
PDP
Stefano Beretta, Mauro Castelli, Yuliana Martínez, Luis Muñoz, Sara Silva, Leonardo Trujillo, Luciano Milanesi, Ivan Merelli
2016 — —
Prediction Performance and Problem Difficulty in Genetic Programming. (Predicción de rendimiento y dificultad de problemas en programación genetica).
Yuliana Martínez
2016 J jnl
Prediction of expected performance for a genetic programming classifier.
Genet. Program. Evolvable Mach.
Yuliana Martínez, Leonardo Trujillo, Pierrick Legrand, Edgar Galván López
2014 B conf
NEAT, There's No Bloat.
EuroGP
Leonardo Trujillo, Luis Muñoz, Enrique Naredo, Yuliana Martínez
2013 — conf
A behavior-based analysis of modal problems.
GECCO (Companion)
Leonardo Trujillo, Lee Spector, Enrique Naredo, Yuliana Martínez
2013 J jnl
Identification of epilepsy stages from ECoG using genetic programming classifiers.
Comput. Biol. Medicine
Arturo Sotelo, Enrique Guijarro, Leonardo Trujillo, Luis N. Coria, Yuliana Martínez
2013 B conf
Searching for Novel Classifiers.
EuroGP
Enrique Naredo, Leonardo Trujillo, Yuliana Martínez
2013 B conf
Searching for novel regression functions.
IEEE Congress on Evolutionary Computation
Yuliana Martínez, Enrique Naredo, Leonardo Trujillo, Edgar Galván López
2012 — conf
A comparative study of an evolvability indicator and a predictor of expected performance for genetic programming.
GECCO (Companion)
Leonardo Trujillo, Yuliana Martínez, Edgar Galván López, Pierrick Legrand
2012 J jnl
A comparison of predictive measures of problem difficulty for classification with Genetic Programming.
Res. Comput. Sci.
Edgar Galván López, Leonardo Trujillo, Pierrick Legrand, Yuliana Martínez
2012 — conf
Analysis and Classification of Epilepsy Stages with Genetic Programming.
EVOLVE
Arturo Sotelo, Enrique Guijarro, Leonardo Trujillo, Luis N. Coria, Yuliana Martínez
2011 B conf
Estimating Classifier Performance with Genetic Programming.
EuroGP
Leonardo Trujillo, Yuliana Martínez, Patricia Melin
2011 — conf
How many neurons?: a genetic programming answer.
GECCO (Companion)
Leonardo Trujillo, Yuliana Martínez, Patricia Melin
2011 A conf
Predicting problem difficulty for genetic programming applied to data classification.
GECCO
Leonardo Trujillo, Yuliana Martínez, Edgar Galván López, Pierrick Legrand