Vanesa Guerrero

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 9

Top Topics

Continuous Data Streams

Nonlinear Programming

Sparse Principal Component Analysis

Fuzzy Clustering

Top Venues

Comput. Oper. Res.

Eur. J. Oper. Res.

Int. J. Approx. Reason.

Appl. Math. Comput.

Publications

Manuel Navarro-García, Vanesa Guerrero, María Durbán
A mathematical optimization approach to shape-constrained generalized additive models. Expert Syst. Appl. 255 (2024)
Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales
On mathematical optimization for clustering categories in contingency tables. Adv. Data Anal. Classif. 17 (2) (2023)
Manuel Navarro-García, Vanesa Guerrero, María Durbán
On constrained smoothing and out-of-range prediction using P-splines: A conic optimization approach. Appl. Math. Comput. 441 (2023)
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
On sparse ensemble methods: An application to short-term predictions of the evolution of COVID-19. Eur. J. Oper. Res. 295 (2) (2021)
Andrés M. Alonso, Pierpaolo D'Urso, Carolina Gamboa, Vanesa Guerrero
Cophenetic-based fuzzy clustering of time series by linear dependency. Int. J. Approx. Reason. 137 (2021)
Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales
Visualizing data as objects by DC (difference of convex) optimization. Math. Program. 169 (1) (2018)
Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales
On Mathematical Optimization for the visualization of frequencies and adjacencies as rectangular maps. Eur. J. Oper. Res. 265 (1) (2018)
Emilio Carrizosa, Vanesa Guerrero, Daniel Hardt, Dolores Romero Morales
On Building Online Visualization Maps for News Data Streams by Means of Mathematical Optimization. Big Data 6 (2) (2018)
Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales
Visualizing proportions and dissimilarities by Space-filling maps: A Large Neighborhood Search approach. Comput. Oper. Res. 78 (2017)
Emilio Carrizosa, Vanesa Guerrero
Biobjective sparse principal component analysis. J. Multivar. Anal. 132 (2014)
Emilio Carrizosa, Vanesa Guerrero
rs-Sparse principal component analysis: A mixed integer nonlinear programming approach with VNS. Comput. Oper. Res. 52 (2014)