The data shown for the Universidad Carlos III de Madrid are partial, as they are intended to answer 2 questions:
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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.
Sesmero Lorente, Maria Paz msesmero@inf.uc3m.es
Publications
- Articles 12
- Books 1
- Book chapters 2
- Conferences 11
- Working papers 0
- Technical reports 0
- Research projects 19
- Supervised theses 1
- Patent or software license 0
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
- ISSN 2076-3417
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
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
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
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
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
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
- ISSN 2079-9292
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
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
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
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
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
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
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
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
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
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
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
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
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
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
This researcher has no working papers.
This researcher has no technical reports.
PID2022-140554OB-C32 - Sistema para garantizar condiciones de mínimo riesgo ante fallos de vehículos autónomos: Percepcion para conciencia situacional y simulación del entorno. - SAFE4CAR
- Sanchis De Miguel, Maria Araceli
- Marin Plaza, Pablo
- Rodriguez Urbano, Francisco Jose
- Armingol Moreno, Jose Maria
- Alonso Weber, Juan Manuel
- Sesmero Lorente, Maria Paz
Period: 01-09-2023 - 31-08-2026
Type of funding: National
Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)
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
Period: 31-01-2023 - 30-11-2024
Type of funding: Regional
Funding entity: COMERCIAL HERNANDO MORENO, COHEMO S.L.
Licitación, Expediente CONTR/2021/0598 IDAE - Servicio de reclutamiento, configuración y monitorización de un panel de hogares vulnerables (Expediente CONTR/2021/0598)
- Ruiz-rivas Hernando, Ulpiano
- Garcia Ares, Ernesto
- Martinez Crespo, Jorge
- Chinchilla Sanchez, Monica
- Sanchis De Miguel, Maria Araceli
- Venegas Bernal, Maria Carmen
- Ledezma Espino, Agapito Ismael
- Iglesias Martinez, Jose Antonio
- Sesmero Lorente, Maria Paz
- Toledo Heras, Maria Paula De
- Garcia Gutierrez, Luis Miguel
- Hernandez Jimenez, Fernando
- Lopez Vargas, Ascensión
- Sanchez Garcia, Daniel
- Castillo Rico, Jesus
- Matarin Serrano, Jorge
Period: 10-06-2022 - 09-04-2026
Type of funding: Regional
Funding entity: UTE EAPN-ES-ACA-CSIC-UC3M
TED2021-130944B-C21 - SurgeryAI-Models:Incorporando herramientas digitales e IA en la cadena de valor de la cirugía. Modelos y herramientas
- Sesmero Lorente, Maria Paz
- Toledo Heras, Maria Paula De
- Sanchis De Miguel, Maria Araceli
- Ledezma Espino, Agapito Ismael
- Iglesias Martinez, Jose Antonio
Period: 01-12-2022 - 30-11-2024
Type of funding: National
Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)
PDC2021-121517-C31 - Sistema para la automatización de vehículos de transporte público y compartido destinados a entornos semi-estructurados: Análisis e interpretación del entorno
- Armingol Moreno, Jose Maria
- Sanchis De Miguel, Maria Araceli
- Rodriguez Urbano, Francisco Jose
- Sesmero Lorente, Maria Paz
Period: 01-12-2021 - 30-11-2023
Type of funding: National
Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)
PID2019-104793RB-C31 - Sistema de arbitraje distribuido para conducción cooperativa conectada y autónoma en entornos complejos
- Armingol Moreno, Jose Maria
- Sanchis De Miguel, Maria Araceli
- Rodriguez Urbano, Francisco Jose
- Sesmero Lorente, Maria Paz
- Garcia Fernandez, Fernando
- Griol Barres, David
Period: 01-06-2020 - 31-05-2023
Type of funding: National
Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)
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
Period: 01-01-2020 - 31-03-2022
Type of funding: Regional
Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION
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
Period: 01-02-2020 - 31-12-2022
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
UIA04-212 - ENERGY POVERTY INTELLIGENCE UNIT
- SANZ FERNANDEZ, ANA (Participante)
- HERNANDEZ AJA, AGUSTIN (Participante)
- SANCHEZ APARICIO, LUIS JAVIER (Participante)
- SANCHEZ-GUEVARA SANCHEZ, M. DEL CARMEN (Investigador principal (IP))
- ROMAN LOPEZ, MARIA EMILIA (Participante)
- BARBERO BARRERA, MARIA DEL MAR (Participante)
- GIMENEZ SUAREZ, MARTIN CRUZ (Participante)
- NÚÑEZ PEIRÓ, MIGUEL (Participante)
- NEILA GONZALEZ, FCO. JAVIER (Participante)
- BURGOS BAYO, RAQUEL (Participante)
- SAN NICOLAS VARGAS, PATRICIA ESTEFANIA (Participante)
- LUDUEÑA, CAMILA ANDREA (Participante)
- GAYOSO HEREDIA, MARTA (Participante)
- Arranz Arranz, Beatriz (Participante)
- GOMEZ MUÑOZ, GLORIA MARIA (Participante)
- GALVEZ HUERTA, Miguel Angel (Participante)
- González García, Isabel (Participante)
Period: 01-09-2019 - 31-08-2023
Type of funding: International
Funding entity: EUROPEAN COMMISSION RESEARCH EXECUTIVE AGENCY
Amount of funding: 408807,84 Euros.
This researcher has no patents or software licenses.
Research groups
Researcher profiles
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ORCID
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Web of Science ResearcherID
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Scopus Author ID