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

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

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

Driver Drowsiness Detection by Applying Deep Learning Techniques to Sequences of Images

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

Applied Sciences (p. 1145-1170) - 2/2022

10.3390/app12031145 View at source

  • EISSN 2076-3417
  • ISSN 2076-3417
Open Access

Evolving Gaussian on-line clustering in social network analysis

  • Skrjanc, Igor
  • Andonovski, Goran
  • Iglesias Martinez, Jose Antonio
  • Sesmero Lorente, Maria Paz
  • Sanchis De Miguel, Maria Araceli

EXPERT SYSTEMS WITH APPLICATIONS (p. 1-8) - 11/2022

10.1016/j.eswa.2022.117881 View at source

  • EISSN 1873-6793
  • ISSN 0957-4174
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

  • EISSN 2076-3417
  • ISSN 2076-3417
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

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
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
  • ISSN 2079-9292

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

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
Open Access

Behavioral based decision-making scheme for cooperative connected automated mobility

  • Yagüe Cuevas, David
  • Marin Plaza, Pablo
  • Sesmero Lorente, Maria Paz
  • Sanchis De Miguel, Maria Araceli

9th International Conference on Big Data Analytics, Data Mining and Computational Intelligence, BigDaCI 2024, the 10th International Conference on Connected Smart Cities, CSC 2024 and the 16th International Conference on e-Health, EH 2024, Part of the 18th Multi Conference on Computer Science and Information Systems 2024 - 2024

Editor: International Association of Technology, Education and Development (

  • ISBN 978-989870459-7

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

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

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

Generation and Evaluation of Medical Images Based on Diffusion Models

  • Iglesias Martinez, Jose Antonio
  • Monterrubio, José María
  • Sesmero Lorente, Maria Paz
  • Sanchis De Miguel, Maria Araceli

IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2024 - 2024

Editor: IEEE Computer Society.

10.1109/eais58494.2024 View at source

  • ISBN 979-8-3503-6623-5 / 2473-4691

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

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

This researcher has no working papers.

This researcher has no technical reports.

DESARROLLO Y VALIDACIÓN DE MODELOS AVANZADOS DE INTELIGENCIA ARTIFICIAL PARA LA DETECCIÓN DE VULNERABILIDAD ENERGÉTICA EN ENTORNOS URBANOS

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

Period: 16-10-2025 - 14-08-2026

Type of funding: Regional

Funding entity: EMPRESA MUNICIPAL DEL SUELO Y LA VIVIENDA DE GETAFE S.A.

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

Diseño y fabricación de un vehículo autónomo de exploración y reconocimiento - UGV RECO

  • Escalera Hueso, Arturo De La
  • Armingol Moreno, Jose Maria
  • Martin Gomez, David
  • Sanchis De Miguel, Maria Araceli
  • Ledezma Espino, Agapito Ismael
  • Iglesias Martinez, Jose Antonio
  • Sesmero Lorente, Maria Paz
... View more Collapse

Period: 31-01-2023 - 30-11-2024

Type of funding: Regional

Funding entity: COMERCIAL HERNANDO MORENO, COHEMO S.L.

TSI-100121-2024-73 - EITEL: Energía Inteligente para todos: un enfoque desde los gobiernos locales

  • Ledezma Espino, Agapito Ismael
  • Gonzalez-tablas Ferreres, Ana Isabel
  • Martinez Crespo, Jorge
  • Sanchis De Miguel, Maria Araceli
  • Ruiz-rivas Hernando, Ulpiano
  • Iglesias Martinez, Jose Antonio
  • Sesmero Lorente, Maria Paz
  • Pedraza Cordoba, Juanita Del Pilar
  • Garcia Gutierrez, Luis Miguel
  • Alvarez Rodriguez, Jose Maria
... View more Collapse

Period: 01-01-2025 - 30-06-2026

Type of funding: National

Funding entity: MINISTERIO PARA LA TRANSFORMACIÓN DIGITAL Y DE LA FUNCIÓN PÚBLICA

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.

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

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.

REACT-AMBULATE-CM-23464 - Nuevo paradigma de gestión de servicios de transportes de emergencia: ambulancias

  • Lopez Boada, Beatriz
  • Asis Roig, Agustin Eugenio
  • Natera Peral, Antonio
  • Berlanga De Jesus, Antonio
  • Escalera Hueso, Arturo De La
  • Amaris Duarte, Hortensia Elena
  • Carbo Rubiera, Javier Ignacio
  • Garcia Guzman, Javier
  • Garcia Herrero, Jesus
  • Molina Lopez, Jose Manuel
  • Armingol Moreno, Jose Maria
  • Wences Simon, Maria Isabel
  • Lopez Boada, Maria Jesus
  • Sanchis De Miguel, Maria Araceli
  • Nieto Sanchez, Maria Jesus
  • Fernandez Rodriguez, Zulima Magdalena
  • Patricio Guisado, Miguel Angel
  • Ledezma Espino, Agapito Ismael
  • Alonso Martinez, Monica
  • Grane Chavez, Aurea
  • Iglesias Martinez, Jose Antonio
  • Sesmero Lorente, Maria Paz
  • Toledo Heras, Maria Paula De
  • Albarran Lozano, Irene
  • Pedraza Cordoba, Juanita Del Pilar
  • Losada Maestre, Roberto
  • Garcia-pozuelo Ramos, Daniel
  • Sanchez Medero, Ruben
  • Martin Gomez, David
  • Viadero Monasterio, Fernando
  • Jimenez Salas, Manuel
  • Herrera Gil, Julio Denny
  • Yedro Nicolau, Santos
  • Mejias Viso, Cristian
  • Pescador Gonzalez, Alejandro
  • Dueñas Rello, Erik
... View more Collapse

Period: 01-02-2020 - 31-12-2022

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

PEAVAUTO-CM-UC3M - Percepción Avanzada para Vehículos Autónomos

  • Iglesias Martinez, Jose Antonio
  • Garcia Fernandez, Fernando
  • Escalera Hueso, Arturo De La
  • Armingol Moreno, Jose Maria
  • Sanchis De Miguel, Maria Araceli
  • Ledezma Espino, Agapito Ismael
  • Sesmero Lorente, Maria Paz
  • Martin Gomez, David
  • Sipele Siale, Botyu U Oscar
  • Cortes Lafuente, Irene
  • Barrera Del Pozo, Alejandro
  • Astudillo Olalla, Armando
  • Magan Lopez, Elena
... View more Collapse

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

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

Reconocimiento de imágenes basado en técnicas de aprendizaje profundo

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

Period: 31-05-2019 - 30-09-2019

Type of funding: Regional

Funding entity: SIX DIMENSIONS

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

Distributed Decision-Making Architecture for Cooperative Connected Automated Mobility in Complex Traffic Environments

  • Marin Plaza, Pablo
  • Yagüe Cuevas, David
  • Sesmero Lorente, Maria Paz

Reading date: 19-12-2024

This researcher has no patents or software licenses.

Last data update: 2/17/26 7:23 PM