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

Biobjective Sparse Principal Component Analysis

  • Carrizosa, Emilio
  • Guerrero Lozano, Vanesa

JOURNAL OF MULTIVARIATE ANALYSIS (p. 151-159) - 11/2014

https://doi.org/10.1016/j.jmva.2014.07.010 View at source

  • EISSN 1095-7243
  • ISSN 0047-259X
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

  • ISSN 0888-613X

Enhancing Interpretability in Factor Analysis by Means of Mathematical Optimization

  • Guerrero Lozano, Vanesa
  • Carrizosa, E.
  • Guerrero Lozano, V.
  • Romero Morales, D.
  • Santorra Brucart, A.

MULTIVARIATE BEHAVIORAL RESEARCH (p. 748-762) - 10/2019

Editor: UNIVERSIDAD DE OVIEDO

https://doi.org/10.1080/00273171.2019.1677208 View at source

  • ISBN 978-84-16664-98-6
  • ISSN 0027-3171
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

Locating service facilities with concave variable cost

  • Aboolian, Robert
  • Carrizosa, Emilio
  • Guerrero Lozano, Vanesa
  • Wang, Jiamin

Journal of Supply Chain and Operations Management (p. 96-110) - 2/2019

  • ISSN 2167-7115

On Building Online Visualization Maps for News Data Streams by Means of Mathematical Optimization

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

Big Data - 6/2018

10.1089/big.2018.0017 View at source

  • ISSN 2167-6461

On Mathematical Optimization for the visualization of frequencies and adjacencies as rectangular maps

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

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (p. 290-302) - 2/2018

https://doi.org/10.1016/j.ejor.2017.07.023 View at source

  • EISSN 1872-6860
  • ISSN 0377-2217
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

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

  • 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

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

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
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

MINLP to visualize dynamic proximities and frequencies

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

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

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

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.

Análisis de la malla batch de Santander España mediante técnicas de Machine Learning No Supervisado para su optimización

  • Lillo Rodriguez, Rosa Elvira
  • Cuevas Rumin, Ruben
  • Arribas Gil, Ana
  • Griol Barres, David
  • Alves Portela Santos, Andre
  • Sguera, Carlo
  • Ucar Marques, Iñaki
  • Guerrero Lozano, Vanesa
  • Fernandez-oruña Fernandez-escalante, Cristina
  • Cifuentes Quintero, Jenny Alexandra
... View more Collapse

Period: 02-12-2019 - 02-08-2020

Type of funding: Regional

Funding entity: BANCO SANTANDER, SA

DTS21/00091 - Desarrollo de un sistema de diagnóstico y tratamiento del Trastorno por Déficit de Atención e Hiperactividad basado en la Ciencia de Datos

  • Delgado Gomez, David
  • Grane Chavez, Aurea
  • Albarran Lozano, Irene
  • Arribas Gil, Ana
  • Ruiz Mora, Carlos
  • Guerrero Lozano, Vanesa
  • Peñuelas Calvo, Inmaculada
  • Migoya Borja, Marta
  • Bayona Beriso, Sofia
  • Porras Segovia, Alejandro
... View more Collapse

Period: 01-12-2021 - 30-11-2023

Type of funding: National

Funding entity: INSTITUTO DE SALUD CARLOS III

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

PID2019-104901RB-I00 - Nuevas estrategias en regresión penalizada con aplicaciones en salud, demografía y economía

  • Durban Reguera, Maria Luz
  • Lillo Rodriguez, Rosa Elvira
  • Minguez Salido, Roman
  • Alves Portela Santos, Andre
  • Sguera, Carlo
  • Aguilera Morillo, Maria Del Carmen
  • Guerrero Lozano, Vanesa
  • Cifuentes Quintero, Jenny Alexandra
... View more Collapse

Period: 01-06-2020 - 31-05-2023

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)

PITUFLOW-CM-UC3M - Pattern Identification in Turbulence for Flow control

  • Ianiro, Andrea
  • Guerrero Lozano, Vanesa
  • Discetti, Stefano
  • Raiola, Marco
  • Castellanos Garcia De Blas, Rodrigo
  • Foroozan, Firoozeh
  • Farzamnik, Ehsan
  • Rashwan Korny, Salma
... View more Collapse

Period: 01-01-2020 - 31-03-2022

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

Predicción de edad biológica mediante algoritmos estadísticos y de inteligencia artificial

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

Period: 23-10-2020 - 23-10-2021

Type of funding: Regional

Funding entity: FUNDACION MUTUALIDAD ABOGACIA

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)

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 4/8/24 3:56 PM