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

Muñoz Garcia, Alberto albmun@est-econ.uc3m.es

Estadística / Universidad Carlos III de Madrid

Publications

Level Sets Semimetrics for Probability Measures with Applications in Hypothesis Testing

  • Muñoz Garcia, Alberto
  • Martos Venturini, Gabriel Alejandro
  • Gonzalez, Javier

METHODOLOGY AND COMPUTING IN APPLIED PROBABILITY - 3/2023

https://doi.org/10.1007/s11009-023-09990-5 View at source

  • EISSN 1573-7713
  • ISSN 1387-5841
Open Access

Density kernel depth for outlier detection in functional data

  • Hernandez, Nicolas
  • Muñoz Garcia, Alberto
  • Martos Venturini, Gabriel Alejandro

International Journal of Data Science and Analytics (p. 481-488) - 10/2023

https://doi.org/10.1007/s41060-023-00420-w View at source

  • ISSN 2364-415X
Open Access

Different routes or methods of application for dimensionality reduction in multicenter studies databases

  • Boukichou Abdelkader, Nisa
  • Montero Alonso, Miguel Angel
  • Muñoz Garcia, Alberto

Mathematics (p. 1-14) - 3/2022

10.3390/math10050696 View at source

  • ISSN 2227-7390
Open Access

Combining Entropy Measures for Anomaly Detection

  • Muñoz Garcia, Alberto
  • Hernandez Banadik, Nicolas Jorge
  • Martinez Moguerza, Javier
  • Martos, Gabriel

Entropy (Entropy) - 1/9/2018

https://doi.org/10.3390/e20090698 View at source

  • ISSN 10994300

Asymmetric latent semantic indexing for gene expression experiments visualization

  • Gonzalez, Javier
  • Muñoz Garcia, Alberto
  • Martos Venturini, Gabriel Alejandro

Journal of Bioinformatics and Computational Biology - 8/2016

https://doi.org/10.1142/s0219720016500232 View at source

  • EISSN 1757-6334
  • ISSN 0219-7200

A new distance for data sets in a reproducing Kernel Hilbert Space Context

  • Muñoz Garcia, Alberto
  • Martos Venturini, Gabriel Alejandro
  • Gonzalez Hernandez, Javier

Lecture Notes in Computer Science (Lecture Notes in Computer Science) (p. 222-229) - 1/2014

https://doi.org/10.1007/978-3-642-41822-8_28 View at source

  • EISSN 1611-3349
  • ISSN 0302-9743

Generalizing the Mahalanobis distance via density kernels

  • Martos Venturini, Gabriel Alejandro
  • Muñoz Garcia, Alberto
  • Gonzalez, Javier

Intelligent Data Analysis (p. 19-31) - 1/2014

https://doi.org/10.3233/ida-140706 View at source

  • EISSN 1571-4128
  • ISSN 1088-467X

Functional analysis techniques to improve similarity matrices in discrimination problems

  • Gonzalez, Javier
  • Muñoz Garcia, Alberto

JOURNAL OF MULTIVARIATE ANALYSIS (p. 120-134) - 9/2013

https://doi.org/10.1016/j.jmva.2013.04.013 View at source

  • EISSN 1095-7243
  • ISSN 0047-259X

On the generalization of the mahalanobis distance

  • Muñoz Garcia, Alberto
  • Martos Venturini, Gabriel Alejandro
  • Gonzalez Hernandez, Javier

Lecture Notes in Computer Science (Lecture Notes in Computer Science) (p. 125-132) - 1/2013

https://doi.org/10.1007/978-3-642-41822-8_16 View at source

  • EISSN 1611-3349
  • ISSN 0302-9743

This researcher has no books.

This researcher has no book chapters.

Functional Learning of Kernels for Information Fusion Purposes

  • Muñoz Garcia, Alberto
  • Gonzalez Hernandez, Javier

13th Iberoamerican Congress on Pattern Recognition (CIARP 2008) - 2008

Functional data classification based on reproducing kernel regularization

  • Gonzalez Hernandez, Javier
  • Muñoz Garcia, Alberto

WNI 2008 - 2008

Representing Functional Data Using Support Vector Machines

  • Gonzalez Hernandez, Javier
  • Muñoz Garcia, Alberto

CIARP 2008: 13th Iberoamerican Congress on Pattern Recognition - 2008

Open Access

Entropy Measures for Stochastic Processes with Applications in Functional Anomaly Detection

  • Martos, Gabriel
  • Hernandez Banadik, Nicolas Jorge
  • Muñoz Garcia, Alberto
  • Martinez Moguerza, Javier

Entropy - 1/1/2018

https://doi.org/10.3390/e20010033 View at source

  • ISSN 10994300
Open Access

Kernel depth funcions for functional data

  • Hernandez Banadik, Nicolas Jorge
  • Muñoz Garcia, Alberto

2017

Representing Functional Data in Reproducing Kernel Hilbert Spaces with Applications to Clustering and Classification

  • Gonzalez Hernandez, Javier
  • Muñoz Garcia, Alberto

2010

Editor: UNIVERSIDAD CARLOS III DE MADRID

Locally Linear Approximation for Kernel Methods: The Railway Kernel

  • Gonzalez Hernandez, Javier
  • Muñoz Garcia, Alberto

Lecture Notes In Computer Science (p. 936-944) - 1/1/2008

Editor: UNIVERSIDAD CARLOS III DE MADRID

10.1007/11892755_97 View at source

  • ISSN 03029743

This researcher has no technical reports.

PID2019-109196GB-I00 - Aprendizaje Estadístico con Big Data para Problemas Complejos en Economía y Empresa

  • Romo Urroz, Juan
  • Muñoz Garcia, Alberto
  • Peña Sanchez De Rivera, Daniel
  • Prieto Fernandez, Francisco Javier
  • Romera Ayllon, Maria Rosario
  • Velilla Cerdan, Santiago
  • Niño Mora, Jose
  • Jimenez Recaredo, Raul Jose
  • Arribas Gil, Ana
... View more Collapse

Period: 01-06-2020 - 31-05-2024

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

Prestación de servicios para Mediterráneo Vida

  • Balbas De La Corte, Alejandro
  • Muñoz Garcia, Alberto
  • Escribano Saez, Alvaro
  • Garrido Manso, Jose
  • Carrasco Perea, Raquel
  • Arias Rodriguez, Juan David
  • Serrano Jimenez, Pedro Jose
  • Pena Izquierdo, Jorge
... View more Collapse

Period: 20-11-2017 - 19-02-2018

Type of funding: National

Funding entity: MEDITERRANEO VIDA, SOCIEDAD ANÓNIMA DE SEGUROS Y REASEGUROS

ECO2015-66593-P - "Big data" y datos complejos en Empresa y Finanzas

  • Peña Sanchez De Rivera, Daniel
  • Romo Urroz, Juan
  • Muñoz Garcia, Alberto
  • Garcia Sipols, Ana Elizabeth
  • Senra Diaz, Eva
  • Wiper, Michael Peter
  • Ausin Olivera, Maria Concepcion
  • Romera Ayllon, Maria Rosario
  • Galeano San Miguel, Pedro
  • Lillo Rodriguez, Rosa Elvira
  • Velilla Cerdan, Santiago
  • Niño Mora, Jose
  • Cascos Fernandez, Ignacio
  • Alonso Fernandez, Andres Modesto
  • Jimenez Recaredo, Raul Jose
  • Cabras, Stefano
  • Arribas Gil, Ana
  • Martin Apaolaza, Nirian
  • Aguilera Morillo, Maria Del Carmen
... View more Collapse

Period: 01-01-2016 - 31-12-2019

Type of funding: National

Funding entity: MINISTERIO DE ASUNTOS ECONOMICOS Y TRANSFORMACION DIGITAL

SEJ2007-64500 - Métodos estadísticos de decisión basados en conocimento.

  • Torrado Robles, Nuria (Investigador/a)

Period: 01-10-2007 - 31-03-2014

Type of funding: National

Funding entity: MINISTERIO DE EDUCACION Y CIENCIA DIR. GRAL. INVESTIGACION

UC3M-ECO-05-072 - Técnicas no paramétricas y de computación intensiva en estadística

  • Romo Urroz, Juan
  • Muñoz Garcia, Alberto
  • Peña Sanchez De Rivera, Daniel
  • Torrente Orihuela, Ester Aurora
  • Prieto Fernandez, Francisco Javier
  • Durban Reguera, Maria Luz
  • Wiper, Michael Peter
  • Ausin Olivera, Maria Concepcion
  • Romera Ayllon, Maria Rosario
  • Lillo Rodriguez, Rosa Elvira
  • Velilla Cerdan, Santiago
  • Lopez Pintado, Sara
  • Villagarcia Casla, Teresa
  • Baillo Moreno, Amparo
  • Lopez Lopez, Angel
  • Molina Peralta, Isabel
  • Diasparra Ramos, Maikol Alejandra
  • Ramirez Cobo, Josefa
  • Franco Pereira, Alba Maria
  • Casado De Lucas, David
  • Marin Diazaraque, Juan Miguel
  • Alonso Fernandez, Andres Modesto
  • Lee Hwang, Dae-jin
  • Rodriguez, Alejandro Federico
  • Giuliodori, Maria Andrea
  • Cabras, Stefano
  • Alva Chavez ., Kenedy Pedro
... View more Collapse

Period: 01-01-2006 - 31-12-2006

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID-UC3M

UC3M-ECO-05-061 - Modelización estadística y análisis de datos

  • Peña Sanchez De Rivera, Daniel
  • Muñoz Garcia, Alberto
  • Martin De Diego, Isaac
  • Sanchez Rodriguez-morcillo, Ismael
  • Romo Urroz, Juan
  • Redondas Marrero, Maria Dolores
  • Wiper, Michael Peter
  • Benito Bonito, Monica
  • Ausin Olivera, Maria Concepcion
  • Romera Ayllon, Maria Rosario
  • Galeano San Miguel, Pedro
  • Lillo Rodriguez, Rosa Elvira
  • Velilla Cerdan, Santiago
  • Villagarcia Casla, Teresa
  • Viladomat Comerma, Julia
  • Casas Lopez, Omar Jesus
  • Leton Molina, Emilio
  • Marin Diazaraque, Juan Miguel
  • Alonso Fernandez, Andres Modesto
  • Fried, Roland Hermann
  • Gzyl ., Henryk
  • Yohai, Victor Jaime
  • Zamar, Ruben Horacio
  • Tiao, George C.
  • Gonzalez Prieto, Ester
  • Silva Urrutia, Jose Eliud
  • Gonzalez Hernandez, Javier
... View more Collapse

Period: 01-01-2006 - 31-03-2007

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID-UC3M

FDA, RKHSS and information geometry methods for the analysis of time series and probablity distributions

  • Martos Venturini, Gabriel Alejandro
  • Muñoz Garcia, Alberto

Reading date: 29-06-2015

Reading institution: CAMPUS DE LEGANES

Representing Functional Data in Reproducing Kernel Hilbert Spaces with Applications to Clustering, Classification and Times Series Problems

  • Gonzalez Hernandez, Javier
  • Muñoz Garcia, Alberto

Reading date: 16-07-2010

Statistical learning methods for functional data with applications to prediction, classification and outlier detection

  • Hernandez Banadik, Nicolas Jorge
  • Muñoz Garcia, Alberto

Reading date: 18-07-2019

This researcher has no patents or software licenses.

Last data update: 8/28/24 2:36 PM