The data shown for the Universidad Carlos III de Madrid are partial, as they are intended to answer 2 questions:

  • Who is researching a specific topic?
  • What is an expert, group or particular department researching?

The search results will adhere to the following limits: active Researchers at Carlos III University of Madrid, Projects since 2006 and Publications, Theses, Patents and Software since 2008.

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Author profile at the institutional portal

Guerrero Lozano, Vanesa vaguerre@est-econ.uc3m.es

Estadística / Universidad Carlos III de Madrid

Publications

Open Access

Feature and functional form selection in additive models via mixed-integer optimization

  • Navarro García, Manuel
  • Guerrero Lozano, Vanesa
  • Durban Reguera, Maria Luz
  • Del Cerro Vergara, Arturo

COMPUTERS & OPERATIONS RESEARCH (p. 106945) - 4/2025

https://doi.org/10.1016/j.cor.2024.106945 View at source

  • EISSN 1873-765X
  • ISSN 0305-0548
Open Access

A mathematical optimization approach to shape-constrained generalized additive models

  • Navarro García, Manuel
  • Guerrero Lozano, Vanesa
  • Durban Reguera, Maria Luz

EXPERT SYSTEMS WITH APPLICATIONS (p. 124654-1-124654-16) - 12/2024

https://doi.org/10.1016/j.eswa.2024.124654 View at source

  • EISSN 1873-6793
  • ISSN 0957-4174
Open Access

Actuation manifold from snapshots data

  • Marra, Luigi
  • Cornejo Maceda, Guy Yoslan
  • Meilan Vila, Andrea
  • Guerrero Lozano, Vanesa
  • Rashwan Korny, Salma
  • Noack, Bernd R.
  • Discetti, Stefano
  • Ianiro, Andrea
... View more Collapse

JOURNAL OF FLUID MECHANICS (p. 1-15) - 10/2024

https://doi.org/10.1017/jfm.2024.593 View at source

  • EISSN 1469-7645
  • ISSN 0022-1120
Open Access

On constrained smoothing and out-of-range prediction using P-splines: A conic optimization approach

  • Navarro García, Manuel
  • Guerrero Lozano, Vanesa
  • Durban Reguera, Maria Luz

APPLIED MATHEMATICS AND COMPUTATION - 3/2023

https://doi.org/10.1016/j.amc.2022.127679 View at source

  • EISSN 1873-5649
  • ISSN 0096-3003
Open Access

From snapshots to manifolds - a tale of shear flows

  • Farzamnik, E.
  • Ianiro, Andrea
  • Discetti, Stefano
  • Deng, N.
  • Oberleithner, K.
  • Noack, B. R.
  • Guerrero Lozano, Vanesa
... View more Collapse

JOURNAL OF FLUID MECHANICS (p. A34-1-A34-24) - 1/2023

https://doi.org/10.1017/jfm.2022.1039 View at source

  • EISSN 1469-7645
  • ISSN 0022-1120
Open Access

On mathematical optimization for clustering categories in contingency tables

  • Carrizosa, Emilio
  • Guerrero Lozano, Vanesa
  • Romero Morales, Dolores

Advances in Data Analysis and Classification (p. 1-23) - 6/2022

https://doi.org/10.1007/s11634-022-00508-4 View at source

  • EISSN 1862-5355
  • ISSN 1862-5347
Open Access

On sparse ensemble methods: an application to short-term predictions of the evolution of COVID-19

  • Benitez Peña, Sandra
  • Carrizosa, Emilio
  • Guerrero Lozano, Vanesa
  • Jimenez Gamero, M. Dolores
  • Martin Barragan, Belen
  • Molero Rio, Cristina
  • Ramirez-cobo, Pepa
  • Romero Morales, Dolores
  • Sillero Denamiel, M. Remedios
... View more Collapse

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (p. 648-663) - 12/2021

https://doi.org/10.1016/j.ejor.2021.04.016 View at source

  • EISSN 1872-6860
  • ISSN 0377-2217
Open Access

Use of the p-values as a size-dependent function to address practical differences when analyzing large datasets

  • Gomez De Mariscal, Estibaliz
  • Guerrero Lozano, Vanesa
  • Sneider, Alexandra
  • Jayatilaka, Hasini
  • Phillip, Jude M.
  • Wirtz, Denis
  • Muñoz Barrutia, Maria Arrate
... View more Collapse

Scientific Reports (p. 1-13) - 10/2021

https://doi.org/10.1038/s41598-021-00199-5 View at source

  • ISSN 2045-2322
Open Access

Cophenetic-based fuzzy clustering of time series by linear dependency

  • Alonso Fernandez, Andres Modesto
  • D'urso, Pierpaolo
  • Gamboa Pinilla, Diana Carolina
  • Guerrero Lozano, Vanesa

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING (p. 114-136) - 10/2021

https://doi.org/10.1016/j.ijar.2021.07.006 View at source

  • EISSN 1873-4731
  • ISSN 0888-613X
Open Access

Unsupervised modelling of a transitional boundary layer

  • Foroozan, Firoozeh
  • Guerrero Lozano, Vanesa
  • Ianiro, Andrea
  • Discetti, Stefano

JOURNAL OF FLUID MECHANICS (p. A3-1-A3-25) - 10/2021

https://doi.org/10.1017/jfm.2021.829 View at source

  • EISSN 1469-7645
  • ISSN 0022-1120

This researcher has no books.

Biological Age Imputation by Data Depth. In: Building Bridges between Soft and Statistical Methodologies for Data Science

  • Cabras, Stefano
  • Cascos Fernandez, Ignacio
  • D Auria, Bernardo
  • Durban Reguera, Maria Luz
  • Guerrero Lozano, Vanesa
  • Ochoa, Maicol

Building Bridges between Soft and Statistical Methodologies for Data Science - 8/2023

Editor: SPRINGER

https://doi.org/10.1007/978-3-031-15509-3_8 View at source

  • ISBN 978-3-031-15509-3
Open Access

An effective framework for multivariate shape-constrained regression using P-splines

  • Navarro García, Manuel
  • Guerrero Lozano, Vanesa
  • Durban Reguera, Maria Luz

V International Workshop on Proximity Data, Multivariate Analysis and Classification (p. 22-22) - 2023

Editor: UNIVERSIDAD CARLOS III DE MADRID

  • ISBN 978-84-16829-90-3
Open Access

Constrained smoothing and out-of-range prediction using P¿splines: an application to COVID-19 evolution

  • Navarro García, Manuel
  • Guerrero Lozano, Vanesa
  • Durban Reguera, Maria Luz

XVIII Congreso de Biometría CEBMADRID (p. 12-16) - 2022

  • ISBN 978-84-16829-70-5
Open Access

Biological age imputation by data depth

  • Cabras, Stefano
  • Cascos Fernandez, Ignacio
  • D Auria, Bernardo
  • Durban Reguera, Maria Luz
  • Guerrero Lozano, Vanesa

XVIII Congreso de Biometría CEBMADRID (p. 89) - 2022

  • ISBN 978-84-16829-70-5

On aggregation of groups and categories in contingency tables

  • Carrizosa, E.
  • Guerrero Lozano, Vanesa
  • Romero Morales, D.

XXXVIII Congreso Nacional SEIO, XII Jornadas de Estadística Pública : Alcoy. 3-6 septiembre (p. 60) - 2019

Editor: UNIVERSIDAD POLITECNICA DE VALENCIA

  • ISBN 978-84-09-13580-6

MINLP to visualize dynamic proximities and frequencies

  • Guerrero Lozano, Vanesa
  • Carrizosa, Emilio
  • Romero Morales, Dolores

23rd International Symposium on Mathematical Programming (ISMP2018) - 2018

Visualizing dynamic data: A Mathematical optimization approach

  • Guerrero Lozano, Vanesa

1st Spanish Young Statisticians and Operational Researchers Meeting (SYSORM2017) - 2017

This researcher has no working papers.

This researcher has no technical reports.

CX24-00007 - Longevidad 360º: Análisis de áreas super longevas para un envejecimiento con propósito en España

  • Durban Reguera, Maria Luz
  • Cabras, Stefano
  • Guerrero Lozano, Vanesa

Period: 15-09-2025 - 15-09-2027

Type of funding: National

Funding entity: FUNDACION BANCARIA LA CAIXA

Desarrollo de modelos y algoritmos para la predicción de caídas de cartera

  • Durban Reguera, Maria Luz
  • Garcia-saavedra Garcia-rabadan, Francisco
  • Guerrero Lozano, Vanesa

Period: 30-04-2025 - 30-07-2025

Type of funding: Regional

Funding entity: MUTUALIDAD GENERAL DE LA ABOGACIA

FCT-23-19136 - Gymkana La Ciencia de los Datos

  • Meilan Vila, Andrea
  • Durban Reguera, Maria Luz
  • Campo Vazquez, Maria Celeste
  • Otero Gonzalez, Maria Pilar
  • Lillo Rodriguez, Rosa Elvira
  • Alonso Flores, Francisco Javier
  • Guerrero Lozano, Vanesa
  • Benitez Peña, Sandra
  • Pulido Bravo, Belen
  • Novo Diaz, Silvia
  • Gonzalez Barquero, Maria Del Pilar
  • Akkad Galeote, Susana
  • Tornero Fernandez, Sonia Maria
... View more Collapse

Period: 01-07-2024 - 30-06-2025

Type of funding: National

Funding entity: FUNDACION ESPAÑOLA DE CIENCIA Y TECNOLOGIA F.S.P.

CNS2023-144260 - Modelos Aditivos con Restricciones para la Optimización Global

  • Guerrero Lozano, Vanesa

Period: 01-04-2024 - 30-06-2026

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

PID2022-137243OB-I00 - Modelización Estadística Avanzada para Sistemas Complejos en Salud, Industria y Sociedad -ASMOCS

  • Durban Reguera, Maria Luz
  • Lillo Rodriguez, Rosa Elvira
  • Ucar Marques, Iñaki
  • Aguilera Morillo, Maria Del Carmen
  • Guerrero Lozano, Vanesa
  • Mendez Civieta, Alvaro
  • Benitez Peña, Sandra
  • Cebrian Ramos, Manuel
... View more Collapse

Period: 01-09-2023 - 31-08-2027

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

On spline surrogate models and reformulation techniques for Mixed Integer Nonlinear. Optimization

  • Guerrero Lozano, Vanesa
  • Durban Reguera, Maria Luz

Period: 01-09-2022 - 31-08-2024

Type of funding: International

Funding entity: FONDATION MATHEMATIQUE JACQUES HADAMARD (FMJH)

IJC2020-045220-I - Ayuda adicional VANESA GUERRERO LOZANO dentro del Programa Juan de la Cierva Incorporación (2020)

  • Guerrero Lozano, Vanesa

Period: 01-07-2022 - 23-06-2024

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

PREDATOR-CM-UC3M - Prediction and control of turbulent flows with advanced statistical techniques (PREDATOR-CM-UC3M)

  • Discetti, Stefano
  • Meilan Vila, Andrea
  • Ianiro, Andrea
  • Guerrero Lozano, Vanesa
  • Marra, Luigi
  • Rodriguez Asensio, Alicia

Period: 01-01-2022 - 31-12-2023

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID

PDC2022-133359-I00 - TRANSMODEL - Transferencia de software en machine learning y modelización estadística con aplicaciones en salud, demografía, economía y fiabilidad

  • Durban Reguera, Maria Luz
  • Lillo Rodriguez, Rosa Elvira
  • Ucar Marques, Iñaki
  • Guerrero Lozano, Vanesa
  • Mendez Civieta, Alvaro
  • Cifuentes Quintero, Jenny Alexandra

Period: 01-12-2022 - 30-11-2024

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

IND2020/TIC-17526 - Machine Learning y ciencia de datos para pesca sostenible

  • Guerrero Lozano, Vanesa

Period: 13-01-2021 - 12-01-2024

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

Constrained smooth regression models: a mathematical optimization approach

  • Durban Reguera, Maria Luz
  • Navarro García, Manuel
  • Guerrero Lozano, Vanesa
  • Gómez-ullate Oteiza, David

Reading date: 12-12-2024

This researcher has no patents or software licenses.

Last data update: 11/10/25 3:34 PM