Luisa I. Martínez-Merino

A robust SVM-based approach with feature selection and outliers detection for classification problems

Marta Baldomero‐Naranjo, Luisa I. Martínez-Merino, Antonio M. Rodríguez‐Chía · Expert Systems with Applications · 2021 · 77 citations · Full text

Computing, Computer Science, Machine Learning +16

Mixed integer linear programming for feature selection in support vector machine

Martine Labbé, Luisa I. Martínez-Merino, Antonio M. Rodríguez‐Chía · Discrete Applied Mathematics · 2018 · 43 citations · Full text

Computing, Computer Science, Data Mining +14

Multi-period stochastic covering location problems: Modeling framework and solution approach

Luisa I. Martínez-Merino, Antonio M. Rodríguez‐Chía, Francisco Saldanha‐da‐Gama · European Journal of Operational Research · 2018 · 32 citations · Full text

Management, Industrial Engineering, Operations Management +12

Tightening big Ms in integer programming formulations for support vector machines with ramp loss

Marta Baldomero‐Naranjo, Luisa I. Martínez-Merino, Antonio M. Rodríguez‐Chía · European Journal of Operational Research · 2020 · 19 citations · Full text

Computing, Computer Science, Mathematics +11

Ordered Weighted Average Support Vector Regression

Luisa I. Martínez-Merino, Justo Puerto, Antonio M. Rodríguez‐Chía · Expert Systems with Applications · 2025 · 19 citations · Full text

Computing, Computer Science, Mathematics +15