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

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

10.1016/j.asoc.2021.107689 View at source

• EISSN 1872-9681
• ISSN 1568-4946

• UC3M

Explaining Deep Learning-Based Driver Models

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

10.3390/app11083321 View at source

• EISSN 2076-3417
• ISSN 2076-3417

• UC3M

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

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

10.3390/app12031145 View at source

• EISSN 2076-3417
• ISSN 2076-3417

• UC3M

Mitigating Urban Congestion: A Cooperative Reservation Framework for Automated Vehicles

Applied Sciences Switzerland (p. 1-27) - 5/2025

https://doi.org/10.3390/app15105347 View at source

• UC3M

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

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

• UC3M

Evolving Gaussian on-line clustering in social network analysis

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

10.1016/j.eswa.2022.117881 View at source

• EISSN 1873-6793
• ISSN 0957-4174

• UC3M

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

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

10.3390/electronics10243113 View at source

• EISSN 2079-9292
• ISSN 2079-9292

• UC3M

Implementing a Gaze Tracking Algorithm for Improving Advanced Driver Assistance Systems

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

10.3390/electronics10121480 View at source

• EISSN 2079-9292
• ISSN 2079-9292

• UC3M

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

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

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

• EISSN 1868-6486
• ISSN 1868-6478

• UC3M

Organizing planning knowledge for automated vehicles and intelligent transportation systems

IET Intelligent Transport Systems (p. 1-18) - 10/2024

https://doi.org/10.1049/itr2.12583 View at source

• EISSN 1751-9578
• ISSN 1751-956X

• UC3M

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

2018

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

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

• UC3M

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

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

• UC3M

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

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

• UC3M

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

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

• UC3M

Handwritten Digit Recognition with Pattern Transformations and Neural Network Averaging

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

Editor: SPRINGER

• ISBN 978-3-642-40727-7

• UC3M

Fuzzy Alarm System based on Human-centered Approach

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

• UC3M

Multi-agent Simulation Scheme for Cooperative Connected Automated Mobility Based on ROS and Carla

8th International Conference on Intelligent Traffic and Transportation, ICITT 2024 - incorporating the 8th International Conference on Communication and Network Technology, ICCNT 2024 (p. 221-230) - 2024

Editor: IOS PRESS

https://doi.org/10.3233/atde241196 View at source

• ISBN 2352-751X

• UC3M

Behavioral based decision-making scheme for cooperative connected automated mobility

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

• UC3M

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

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

• UC3M

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

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

• UC3M

Measuring Diversity and Accuracy in ANN Ensembles

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

• UC3M

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

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

• UC3M

Generation and Evaluation of Medical Images Based on Diffusion Models

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

• UC3M

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

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

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

• UC3M

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

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

Type of funding: National

Funding entity: MINISTERIO DE ASUNTOS ECONOMICOS Y TRANSFORMACION DIGITAL

• UC3M

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

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

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID-UC3M

• UC3M

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

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.

• UC3M

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

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

Type of funding: National

Funding entity: MINISTERIO DE CIENCIA E INNOVACION

• UC3M

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

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

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID-UC3M

• UC3M

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

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

Funding entity: INSTITUTO DE SALUD CARLOS III

• UC3M

TED2021-130944B-C21 - SurgeryAI-Models:Incorporando herramientas digitales e IA en la cadena de valor de la cirugía. Modelos y herramientas

Period: 01-12-2022 - 30-11-2024

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

• UC3M

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

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

Type of funding: National

Funding entity: MINISTERIO DE CIENCIA E INNOVACION

• UC3M

UIA04-212 - ENERGY POVERTY INTELLIGENCE UNIT

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

Type of funding: International

Funding entity: EUROPEAN COMMISSION RESEARCH EXECUTIVE AGENCY

Amount of funding: 408807,84 Euros.

• iMarina
• UC3M
• UC3M
• UC3M

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

Reading date: 27-09-2012

• UC3M

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

Reading date: 19-12-2024

• UC3M