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

Sesmero Lorente, Maria Paz msesmero@inf.uc3m.es

Informática / Universidad Carlos III de Madrid

Publications

A New Artificial Neural Network Ensemble Based on Feature Selection and Class Recoding

  • Sesmero Lorente, Maria Paz
  • Alonso Weber, Juan Manuel
  • Gutierrez Sanchez, German
  • Ledezma Espino, Agapito Ismael
  • Sanchis De Miguel, Maria Araceli

NEURAL COMPUTING & APPLICATIONS - 10/2010

https://doi.org/10.1007/s00521-010-0458-5 View at source

  • EISSN 1433-3058
  • ISSN 0941-0643
Open Access

Combining additive input noise annealing and pattern transformations for improved handwritten character recognition

  • Alonso Weber, Juan Manuel
  • Sesmero Lorente, Maria Paz
  • Sanchis De Miguel, Maria Araceli

EXPERT SYSTEMS WITH APPLICATIONS (p. 8180-8188) - 12/2014

https://doi.org/10.1016/j.eswa.2014.07.016 View at source

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

Generating ensembles of heterogeneous classifiers using Stacked Generalization

  • Sesmero Lorente, Maria Paz
  • Ledezma Espino, Agapito Ismael
  • Sanchis De Miguel, Maria Araceli

Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery (p. 21-34) - 2/2015

https://doi.org/10.1002/widm.1143 View at source

  • EISSN 1942-4795
  • ISSN 1942-4787
Open Access

An ensemble approach of dual base learners for multi-class classification problems

  • Sesmero Lorente, Maria Paz
  • Alonso Weber, Juan Manuel
  • Gutierrez Sanchez, German
  • Ledezma Espino, Agapito Ismael
  • Sanchis De Miguel, Maria Araceli

Information Fusion (p. 122-136) - 7/2015

10.1016/j.inffus.2014.09.002 View at source

  • EISSN 1872-6305
  • ISSN 1566-2535
Open Access

CCE: An ensemble architecture based on coupled ANN for solving multiclass problems

  • Sesmero Lorente, Maria Paz
  • Alonso Weber, Juan Manuel
  • Sanchis De Miguel, Maria Araceli

Information Fusion (p. 132-152) - 6/2020

https://doi.org/10.1016/j.inffus.2019.12.015 View at source

  • EISSN 1872-6305
  • ISSN 1566-2535
Open Access

Lane following learning based on semantic segmentation with chroma key and image superposition

  • Corrochano Jimenez, Javier
  • Alonso Weber, Juan Manuel
  • Sesmero Lorente, Maria Paz
  • Sanchis Arellano, Alicia

Electronics (p. 3113-3137) - 12/2021

10.3390/electronics10243113 View at source

  • EISSN 2079-9292
Open Access

Explaining Deep Learning-Based Driver Models

  • Sesmero Lorente, Maria Paz
  • Magan Lopez, Elena
  • Álvarez Flórez, Laura
  • Ledezma Espino, Agapito Ismael
  • Iglesias Martinez, Jose Antonio
  • Sanchis De Miguel, Maria Araceli

Applied Sciences (p. 1-28) - 4/2021

10.3390/app11083321 View at source

  • ISSN 2076-3417
Open Access

Implementing a Gaze Tracking Algorithm for Improving Advanced Driver Assistance Systems

  • Ledezma Espino, Agapito Ismael
  • Zamora España, Victor Manuel
  • Sipele Siale, Botyu U Oscar
  • Sesmero Lorente, Maria Paz
  • Sanchis De Miguel, Maria Araceli

Electronics (p. 1-21) - 6/2021

10.3390/electronics10121480 View at source

  • EISSN 2079-9292
Open Access

Impact of the learners diversity and combination method on the generation of heterogeneous classifier ensembles

  • Sesmero Lorente, Maria Paz
  • Iglesias Martinez, Jose Antonio
  • Magan Lopez, Elena
  • Ledezma Espino, Agapito Ismael
  • Sanchis De Miguel, Maria Araceli

APPLIED SOFT COMPUTING (p. 1-17) - 7/2021

10.1016/j.asoc.2021.107689 View at source

  • EISSN 1872-9681
  • ISSN 1568-4946

SYnthetic Samples GENerator (SYSGEN): an approach to increase the size of incidence samples in coffee leaf rust modelling

  • Girón, Edwar Javier
  • Corrales Múñoz, David Camilo
  • Sesmero Lorente, Maria Paz
  • Iglesias Martinez, Jose Antonio
  • Corrales, Juan Carlos

Evolving Systems (p. 1-12) - 8/2021

10.1007/s12530-021-09395-0 View at source

  • EISSN 1868-6486
  • ISSN 1868-6478

Advances in Physical Agents Proceedings of the 19th International Workshop of Physical Agents (WAF 2018), November 22-23, 2018, Madrid, Spain

  • Fuentetaja Pizan, Raquel
  • Garcia Olaya, Angel
  • Sesmero Lorente, Maria Paz
  • Iglesias Martinez, Jose Antonio
  • Ledezma Espino, Agapito Ismael

2018

https://doi.org/10.1007/978-3-319-99885-5 View at source

  • ISBN 978-3-319-99885-5
  • ISSN 2194-5357

Ensemble of ANN for Traffic Sign Recognition [Chapter 85]. In: Encyclopedia of Artificial Intelligence

  • Sesmero Lorente, Maria Paz
  • Alonso Weber, Juan Manuel
  • Gutierrez Sanchez, German
  • Ledezma Espino, Agapito Ismael
  • Sanchis De Miguel, Maria Araceli

Encyclopedia of Artificial Intelligence (p. 554-560) - 1/2009

Editor: IGI GLOBAL

10.4018/978-1-59904-849-9.ch085 View at source

  • ISBN 978-1-59904-849-9

Input Transformation and Output Combination for Improved Handwritten Digit Recognition. In: Artificial Neural Networks : Methods and Applications in Bio-/Neuroinformatics

  • Alonso Weber, Juan Manuel
  • Sesmero Lorente, Maria Paz
  • Gutierrez Sanchez, German
  • Ledezma Espino, Agapito Ismael
  • Sanchis De Miguel, Maria Araceli

Artificial Neural Networks : Methods and Applications in Bio-/Neuroinformatics (p. 435-443) - 12/2015

Editor: SPRINGER

https://doi.org/10.1007/978-3-319-09903-3_21 View at source

  • ISBN 978-3-319-09902-6

Handwritten Digit Recognition with Pattern Transformations and Neural Network Averaging

  • Alonso Weber, Juan Manuel
  • Sesmero Lorente, Maria Paz
  • Gutierrez Sanchez, German
  • Ledezma Espino, Agapito Ismael
  • Sanchis De Miguel, Maria Araceli

23rd International Conference on Artificial Neural Networks - ICANN 2013 (p. 335-342) - 2013

Editor: SPRINGER

  • ISBN 978-3-642-40727-7

CCE: An Approach to Improve the Accuracy in Ensembles by Using Diverse Base Learners

  • Sesmero Lorente, Maria Paz
  • Alonso Weber, Juan Manuel
  • Gutierrez Sanchez, German
  • Sanchis De Miguel, Maria Araceli

9th International Conference, HAIS 2014 (p. 630-641) - 2014

Editor: SPRINGER

https://doi.org/10.1007/978-3-319-07617-1_55 View at source

  • ISBN 978-3-319-07616-4

Forecasting Time Series by an Ensemble of Artificial Neural Networks based on transforming the Time Series

  • Gutierrez Sanchez, German
  • Sesmero Lorente, Maria Paz
  • Sanchis De Miguel, Maria Araceli

SMC 2016 IEEE International Conference on Systems, Man, and Cybernetics (p. 1769-4774) - 2016

Editor: IEEE Computer Society.

https://doi.org/10.1109/smc.2016.7844984 View at source

  • ISBN 978-1-5090-1897-0

Time Series Forecasting applying Data Transformation and Neural Networks Ensemble

  • Gutierrez Sanchez, German
  • Sesmero Lorente, Maria Paz
  • Sanchis De Miguel, Maria Araceli

International work-conference on Time Series, itise 2017 (p. 820-828) - 2017

Editor: GODEL IMPRESIONES DIGITALES

  • ISBN 978-84-17293-01-7

Forecasting Univariate Time Series by<br/>Input Transformation and Selection of the Suitable Model

  • Gutierrez Sanchez, German
  • Sesmero Lorente, Maria Paz
  • Sanchis De Miguel, Maria Araceli

14th International Work-Conference on Artificial Neural Networks, IWANN 2017 (p. 210-221) - 2017

Editor: SPRINGER

https://doi.org/10.1007/978-3-319-59147-6_19 View at source

  • ISBN 978-3-319-59146-9

Measuring Diversity and Accuracy in ANN Ensembles

  • Sesmero Lorente, Maria Paz
  • Alonso Weber, Juan Manuel
  • Giuliani, Alessandro
  • Armano, Giuliano
  • Sanchis De Miguel, Maria Araceli

Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2018<br/> (p. 108-117) - 2018

Editor: SPRINGER

https://doi.org/10.1007/978-3-030-00374-6_11 View at source

  • ISBN 978-3-030-00373-9
Open Access

Mining Disease Courses across Organizations: A Methodology Based on Process Mining of Diagnosis Events Datasets

  • Toledo Heras, Maria Paula De
  • Joppien, Carolin
  • Sesmero Lorente, Maria Paz
  • Drews, Paul

Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS (p. 354-357) - 2019

Editor: IEEE Computer Society.

10.1109/embc.2019.8857149 View at source

  • ISBN 978-1-5386-1311-5

A Novel Evolving Ensemble Approach Based on Bootstrapping and Dynamic Selection of Diverse Learners

  • Iglesias Martinez, Jose Antonio
  • Sesmero Lorente, Maria Paz
  • Magan Lopez, Elena
  • Ledezma Espino, Agapito Ismael
  • Sanchis De Miguel, Maria Araceli

IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS 2020) (p. 1-8) - 2020

Editor: IEEE Computer Society.

10.1109/eais48028.2020.9122754 View at source

  • ISBN 978-1-7281-4384-2

Fuzzy Alarm System based on Human-centered Approach

  • Magan Lopez, Elena
  • Ledezma Espino, Agapito Ismael
  • Sesmero Lorente, Maria Paz
  • Sanchis De Miguel, Maria Araceli

6th International Conference on Vehicle Technology and Intelligent Transport Systems (p. 448-455) - 2020

Editor: SciTePress

10.5220/0009348704480455 View at source

  • ISBN 978-989-758-419-0

Sistema de detección de fatiga basado en deep learning y lógica difusa

  • Magan Lopez, Elena
  • Sesmero Lorente, Maria Paz
  • Sanchis De Miguel, Maria Araceli

XIX Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA 20/21 (p. 875-880) - 2021

Editor: caepia

  • ISBN 978-84-09-30514-8

This researcher has no working papers.

This researcher has no technical reports.

CCG06-UC3M/TIC-0766  - MCTIS- Multiples clasificadores en el tratamiento inteligente de señales de tráfico

  • Ledezma Espino, Agapito Ismael
  • Gutierrez Sanchez, German
  • Alonso Weber, Juan Manuel
  • Sanchis De Miguel, Maria Araceli
  • Iglesias Martinez, Jose Antonio
  • Sesmero Lorente, Maria Paz
  • Toledo Heras, Maria Paula De
  • Garcia Jimenez, Beatriz
... View more Collapse

Period: 01-01-2007 - 31-12-2007

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID-UC3M

TRA2007-67374-C02-02 - Sistema de detección de peatones, ciclistas y motoristas. - Fusión sensorial.

  • Ledezma Espino, Agapito Ismael
  • Gutierrez Sanchez, German
  • Alonso Weber, Juan Manuel
  • Benac Earle, Clara
  • Iglesias Martinez, Jose Antonio
  • Sesmero Lorente, Maria Paz
  • Toledo Heras, Maria Paula De
  • Peralta Donate, Juan
  • Arrabales Moreno, Raul
  • Garcia Jimenez, Beatriz
  • Muñoz Fuentes, Jorge
  • Ordoñez Morales, Francisco Javier
... View more Collapse

Period: 01-10-2007 - 30-09-2010

Type of funding: National

Funding entity: MINISTERIO DE EDUCACION Y CIENCIA SECRETARIA DE ESTADO DE EDUCACION Y UNIV.

PS09/02683 - TRAINUTRI: TRAINing and NUTRItion senior social platform

  • Toledo Heras, Maria Paula De
  • Gutierrez Sanchez, German
  • Alonso Weber, Juan Manuel
  • Sanchis De Miguel, Maria Araceli
  • Ledezma Espino, Agapito Ismael
  • Iglesias Martinez, Jose Antonio
  • Sesmero Lorente, Maria Paz
  • Peralta Donate, Juan
  • Arrabales Moreno, Raul
  • Garcia Jimenez, Beatriz
  • Muñoz Fuentes, Jorge
  • Ordoñez Morales, Francisco Javier
  • Duque Fernandez, Andres
... View more Collapse

Period: 01-01-2010 - 30-04-2013

Funding entity: INSTITUTO DE SALUD CARLOS III

CCG10-UC3M/DPI-5535 - Detección de Objetos Móviles en Entornos Dinámicos mediante la Fusión de Datos aplicando Conjunto de Clasificadores

  • Gutierrez Sanchez, German
  • Alonso Weber, Juan Manuel
  • Ledezma Espino, Agapito Ismael
  • Iglesias Martinez, Jose Antonio
  • Sesmero Lorente, Maria Paz
  • Toledo Heras, Maria Paula De
  • Peralta Donate, Juan
  • Arrabales Moreno, Raul
  • Garcia Jimenez, Beatriz
  • Muñoz Fuentes, Jorge
  • Ordoñez Morales, Francisco Javier
... View more Collapse

Period: 01-01-2011 - 31-12-2011

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID-UC3M

TRA2010-21371-C03-03 - Sistema inteligente de ayuda a la conduccion basado en agentes

  • Ledezma Espino, Agapito Ismael
  • Gutierrez Sanchez, German
  • Alonso Weber, Juan Manuel
  • Iglesias Martinez, Jose Antonio
  • Sesmero Lorente, Maria Paz
  • Toledo Heras, Maria Paula De
  • Peralta Donate, Juan
  • Garcia Jimenez, Beatriz
  • Muñoz Fuentes, Jorge
  • Ordoñez Morales, Francisco Javier
... View more Collapse

Period: 01-01-2011 - 31-12-2011

Type of funding: National

Funding entity: MINISTERIO DE CIENCIA E INNOVACION

TRA2011-29454-C03-03 - Sistema inteligente basado en agentes de soporte al conductor

  • Ledezma Espino, Agapito Ismael
  • Martin Ruano, Daniel
  • Gutierrez Sanchez, German
  • Iglesias Martinez, Jose Antonio
  • Sesmero Lorente, Maria Paz
  • Toledo Heras, Maria Paula De
  • Peralta Donate, Juan
  • Garcia Jimenez, Beatriz
  • Ordoñez Morales, Francisco Javier
... View more Collapse

Period: 01-01-2012 - 30-06-2015

Type of funding: National

Funding entity: MINISTERIO DE CIENCIA E INNOVACION

Modelo de ajustes de ventas

  • Ledezma Espino, Agapito Ismael
  • Sanchis De Miguel, Maria Araceli
  • Gertrudix Barrio, Manuel
  • Iglesias Martinez, Jose Antonio
  • Sesmero Lorente, Maria Paz
  • Baños Gonzalez, Miguel

Period: 25-07-2014 - 22-09-2014

Type of funding: Regional

Funding entity: MRM WORLDWIDE SPAIN S.A.

S2013/MIT-3024 - TOPUS. Topografía por emisión de positrones y ultrasonidos

  • Vaquero Lopez, Juan Jose
  • Sesmero Lorente, Maria Paz
  • Toledo Heras, Maria Paula De
  • Ordoñez Morales, Francisco Javier
  • Pascau Gonzalez Garzon, Javier
  • Casillas Macias, Noelia
  • Ortega Gil, Ana
  • Marcos Vidal, Asier
  • Chil Perez, Rigoberto
  • Gomez Garcia, Pablo
... View more Collapse

Period: 01-10-2014 - 31-12-2018

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

TRA2015-63708-R - Sistema de ayuda para una conducción urbana más segura

  • Escalera Hueso, Arturo De La
  • Ledezma Espino, Agapito Ismael
  • Gutierrez Sanchez, German
  • Alonso Weber, Juan Manuel
  • Iglesias Martinez, Jose Antonio
  • Sesmero Lorente, Maria Paz
  • Toledo Heras, Maria Paula De
  • Griol Barres, David
  • Martin Gomez, David
... View more Collapse

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

Type of funding: National

Funding entity: MINISTERIO DE ASUNTOS ECONOMICOS Y TRANSFORMACION DIGITAL

UIA04-212 - ENERGY POVERTY INTELLIGENCE UNIT

  • Martinez Crespo, Jorge
  • Garcia Ares, Ernesto
  • Chinchilla Sanchez, Monica
  • Sanchis De Miguel, Maria Araceli
  • Ruiz-rivas Hernando, Ulpiano
  • Venegas Bernal, Maria Carmen
  • Ledezma Espino, Agapito Ismael
  • Iglesias Martinez, Jose Antonio
  • Pardo Buendia, Mercedes
  • Sesmero Lorente, Maria Paz
  • Toledo Heras, Maria Paula De
  • Soria Verdugo, Antonio
  • Garcia Gutierrez, Luis Miguel
  • Hernandez Jimenez, Fernando
  • Rodriguez Sanchez, Maria De Los Reyes
  • Oses Bermejo, Jose Juan
  • Castaño De La Rosa, Raúl
  • Lopez Vargas, Ascensión
  • Sanchez Garcia, Daniel
... View more Collapse

Period: 01-09-2019 - 31-08-2023

Type of funding: International

Funding entity: EUROPEAN COMMISSION RESEARCH EXECUTIVE AGENCY

Amount of funding: 408807,84 Euros.

Diseño analisis y evaluacion de conjuntos de clasificadores basados en redes de neuronas

  • Sanchis De Miguel, Maria Araceli
  • Sesmero Lorente, Maria Paz
  • Gutierrez Sanchez, German

Reading date: 27-09-2012

This researcher has no patents or software licenses.

Last data update: 4/9/24 12:58 AM