rs-Sparse principal component analysis: A mixed integer nonlinear programming approach with VNS. - Emilio Carrizosa; Vanesa Guerrero (Comput. Oper. Res., 2014)

Biobjective sparse principal component analysis. - Emilio Carrizosa; Vanesa Guerrero (J. Multivar. Anal., 2014)

Visualizing proportions and dissimilarities by Space-filling maps: A Large Neighborhood Search approach. - Emilio Carrizosa; Vanesa Guerrero; Dolores Romero Morales (Comput. Oper. Res., 2017)

On Building Online Visualization Maps for News Data Streams by Means of Mathematical Optimization. - Emilio Carrizosa; Vanesa Guerrero; Daniel Hardt; Dolores Romero Morales (Big Data, 2018)

On Mathematical Optimization for the visualization of frequencies and adjacencies as rectangular maps. - Emilio Carrizosa; Vanesa Guerrero; Dolores Romero Morales (Eur. J. Oper. Res., 2018)

Visualizing data as objects by DC (difference of convex) optimization. - Emilio Carrizosa; Vanesa Guerrero; Dolores Romero Morales (Math. Program., 2018)

On sparse ensemble methods: An application to short-term predictions of the evolution of COVID-19. - Sandra Benítez-Peña; Emilio Carrizosa; Vanesa Guerrero; María-Dolores Jiménez-Gamero; Belén Martín-Barragán; Cristina Molero-Río; Pepa Ramírez-Cobo; Dolores Romero Morales; M. Remedios Sillero-Denamiel (Eur. J. Oper. Res., 2021)

Cophenetic-based fuzzy clustering of time series by linear dependency. - Andrés M. Alonso; Pierpaolo D'Urso; Carolina Gamboa; Vanesa Guerrero (Int. J. Approx. Reason., 2021)

On constrained smoothing and out-of-range prediction using P-splines: A conic optimization approach. - Manuel Navarro-García; Vanesa Guerrero; María Durbán (Appl. Math. Comput., 2023)

On mathematical optimization for clustering categories in contingency tables. - Emilio Carrizosa; Vanesa Guerrero; Dolores Romero Morales (Adv. Data Anal. Classif., 2023)

A mathematical optimization approach to shape-constrained generalized additive models. - Manuel Navarro-García; Vanesa Guerrero; María Durbán (Expert Syst. Appl., 2024)

Feature and functional form selection in additive models via mixed-integer optimization. - Manuel Navarro-García; Vanesa Guerrero; María Durbán; Arturo del Cerro (Comput. Oper. Res., 2025)