Co-author Network
Co-researcher Network
sample of publications
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articles
- A mathematical optimization approach to shape-constrained generalized additive models. EXPERT SYSTEMS WITH APPLICATIONS. 255:124654. 2024
- On constrained smoothing and out-of-range prediction using P-splines: A conic optimization approach. APPLIED MATHEMATICS AND COMPUTATION. 2023
- From snapshots to manifolds - a tale of shear flows. JOURNAL OF FLUID MECHANICS. 955:A34-1-A34-24. 2023
- On mathematical optimization for clustering categories in contingency tables. Advances in Data Analysis and Classification. 17:407-429. 2022
- On sparse ensemble methods: an application to short-term predictions of the evolution of COVID-19. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 295:648-663. 2021
- Use of the p-values as a size-dependent function to address practical differences when analyzing large datasets. Scientific Reports. 11:1-13. 2021
- Unsupervised modelling of a transitional boundary layer. JOURNAL OF FLUID MECHANICS. 929:A3-1-A3-25. 2021
- Cophenetic-based fuzzy clustering of time series by linear dependency. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 137:114-136. 2021
- Enhancing Interpretability in Factor Analysis by Means of Mathematical Optimization. MULTIVARIATE BEHAVIORAL RESEARCH. 55:748-762. 2019
- Visualization of complex dynamic datasets by means of mathematical optimization. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 86:125-136. 2019
- Locating service facilities with concave variable cost. Journal of Supply Chain and Operations Management. 17:96-110. 2019
- On Building Online Visualization Maps for News Data Streams by Means of Mathematical Optimization. Big Data. 6. 2018
- Visualizing data as objects by DC (difference of convex) optimization. MATHEMATICAL PROGRAMMING. 169:119-140. 2018
- On Mathematical Optimization for the visualization of frequencies and adjacencies as rectangular maps. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 265:290-302. 2018
- Visualizing proportions and dissimilarities by Space-filling maps: A Large Neighborhood Search Approach. COMPUTERS & OPERATIONS RESEARCH. 78:369-380. 2017
- rs-Sparse Principal Component Analysis: A Mixed Integer Nonlinear Programming Approach with VNS. COMPUTERS & OPERATIONS RESEARCH. 52:349-354. 2014
- Biobjective Sparse Principal Component Analysis. JOURNAL OF MULTIVARIATE ANALYSIS. 132:151-159. 2014
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book chapters
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conference contributions
- An effective framework for multivariate shape-constrained regression using P-splines. 22-22. 2023
- Biological age imputation by data depth. 89. 2022
- Constrained smoothing and out-of-range prediction using P¿splines: an application to COVID-19 evolution. 12-16. 2022
- On aggregation of groups and categories in contingency tables. 60. 2019
- Enhancing interpretability in factor analysis by means of mathematical optimization 2018
- MINLP to visualize dynamic proximities and frequencies 2018
- Visualizing dynamic data: A Mathematical optimization approach 2017