Esther-Lydia Silva-Ramírez

An Application Sample of Machine Learning Tools, Such as SVM and ANN, for Data Editing and Imputation

Esther-Lydia Silva-Ramírez, Manuel López-Coello, Rafael Pino-Mejías, 2018 .

Clustering Multivariate Empiric Characteristic Functions for Multi-Class SVM Classification

Esther-Lydia Silva-Ramírez, Rafael Pino-Mejías, María-Dolores Cubiles-de-la-Vega, 2012 .

Evaluating the Performance of the Multilayer Perceptron as a Data Editing Tool

Esther-Lydia Silva-Ramírez, Manuel López-Coello, Rafael Pino-Mejías, 2009, IWANN.

IMPROVEMENT OF THE EVALUATION RESULTS IN A PROGRAMMING SUBJECT WITH A HIGH NUMBER OF STUDENTS

Esther-Lydia Silva-Ramírez, Juan-Francisco Cabrera-Sánchez, 2020 .

Bagging Classification Models with Reduced Bootstrap

Esther-Lydia Silva-Ramírez, Manuel López-Coello, Rafael Pino-Mejías, 2004, SSPR/SPR.

Non-Linear Modelling Time Series from ARIMA Fitting

Esther-Lydia Silva-Ramírez, Manuel López-Coello, Rafael Pino-Mejías, 2005, International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC'06).

Missing value imputation on missing completely at random data using multilayer perceptrons

Esther-Lydia Silva-Ramírez, Manuel López-Coello, Rafael Pino-Mejías, 2011, Neural Networks.

Vary: An IDE for Designing Algorithms and Measuring Quality

Juan Manuel Dodero, Iván Ruiz-Rube, Esther-Lydia Silva-Ramírez, 2018, ISD.

Single imputation with multilayer perceptron and multiple imputation combining multilayer perceptron and k-nearest neighbours for monotone patterns

Esther-Lydia Silva-Ramírez, Manuel López-Coello, Rafael Pino-Mejías, 2015, Appl. Soft Comput..

Correction to: Co-active neuro-fuzzy inference system model as single imputation approach for non-monotone pattern of missing data

Esther-Lydia Silva-Ramírez, Juan-Francisco Cabrera-Sánchez, E. Silva-Ramírez, 2021, Neural Computing and Applications.