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Vanesa Guerrero
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Year
Use of the p-values as a size-dependent function to address practical differences when analyzing large datasets
E Gómez-de-Mariscal, V Guerrero, A Sneider, H Jayatilaka, JM Phillip, ...
Scientific Reports 11 (20942), 2021
432021
Visualizing data as objects by DC (difference of convex) optimization
E Carrizosa, V Guerrero, D Romero Morales
Mathematical Programming 169, 119-140, 2018
332018
On sparse ensemble methods: An application to short-term predictions of the evolution of COVID-19
S Benítez-Peña, E Carrizosa, V Guerrero, MD Jiménez-Gamero, ...
European Journal of Operational Research 295 (2), 648-663, 2021
242021
Visualizing proportions and dissimilarities by space-filling maps: a large neighborhood search approach
E Carrizosa, V Guerrero, DR Morales
Computers & Operations Research 78, 369-380, 2017
202017
rs-Sparse principal component analysis: A mixed integer nonlinear programming approach with VNS
E Carrizosa, V Guerrero
Computers & operations research 52, 349-354, 2014
202014
Enhancing interpretability in Factor Analysis by means of Mathematical Optimization
E Carrizosa, V Guerrero, DR Morales, A Satorra
Multivariate Behavioral Research, 2019
142019
Visualization of complex dynamic datasets by means of mathematical optimization
E Carrizosa, V Guerrero, D Romero Morales
Omega 86, 125-136, 2019
132019
Biobjective sparse principal component analysis
E Carrizosa, V Guerrero
Journal of Multivariate Analysis 132, 151-159, 2014
132014
From snapshots to manifolds–a tale of shear flows
E Farzamnik, A Ianiro, S Discetti, N Deng, K Oberleithner, BR Noack, ...
Journal of Fluid Mechanics 955, A34, 2023
122023
Unsupervised modelling of a transitional boundary layer
F Foroozan, V Guerrero, A Ianiro, S Discetti
Journal of Fluid Mechanics 929, A3, 2021
102021
On Mathematical Optimization for the visualization of frequencies and adjacencies as Rectangular Maps
E Carrizosa, V Guerrero, D Romero Morales
European Journal of Operational Research 265 (1), 290-302, 2018
102018
On building online visualization maps for news data streams by means of mathematical optimization
E Carrizosa, V Guerrero, D Hardt, D Romero Morales
Big Data 6 (2), 139-158, 2018
62018
On mathematical optimization for clustering categories in contingency tables
E Carrizosa, V Guerrero, D Romero Morales
Advances in Data Analysis and Classification 17 (2), 407-429, 2023
52023
On constrained smoothing and out-of-range prediction using P-splines: a conic optimization approach
M Navarro-García, V Guerrero, M Durban
Applied Mathematics and Computation 441, 127679, 2023
52023
Cophenetic-based fuzzy clustering of time series by linear dependency
AM Alonso, P D'Urso, C Gamboa, V Guerrero
International Journal of Approximate Reasoning 137, 114-136, 2021
52021
Short-term predictions of the evolution of COVID-19 in andalusia. an ensemble method
S Benıtez-Pena, E Carrizosa, V Guerrero, M Dolores
Preprint, 2020
52020
Short term predictions of the evolution of COVID-19 in Andalusia
S Benıtez-Pena, E Carrizosa, V Guerrero, M Dolores
An ensemble method, 2020
52020
Biological Age Imputation by Data Depth: A Proposal and Some Preliminary Results
S Cabras, I Cascos, B D’Auria, M Durbán, V Guerrero, M Ochoa
International Conference on Soft Methods in Probability and Statistics, 57-64, 2022
22022
Locating service facilities with concave variable costs
R Aboolian, E Carrizosa, V Guerrero, J Wang
12019
Actuation manifold from snapshot data
L Marra, GYC Maceda, A Meilán-Vila, V Guerrero, S Rashwan, BR Noack, ...
arXiv preprint arXiv:2403.03653, 2024
2024
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