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 Organero, Mario munozm@it.uc3m.es

Ingeniería Telemática / Universidad Carlos III de Madrid

Publications

Open Access

Collaborative multi-dataset learning through shared and private model components in healthcare environments

  • Muñoz Organero, Mario
  • Lorero Salor, Silvia

Machine Learning with Applications (p. 1-16) - 9/2026

https://doi.org/10.1016/j.mlwa.2026.100942 View at source

  • EISSN 2666-8270
Open Access

Test automation with Selenium: A survey

  • Garcia Gutierrez, Boni
  • Ricca, Filippo
  • Leotta, Maurizio
  • Muñoz Organero, Mario

INFORMATION AND SOFTWARE TECHNOLOGY (p. 108077) - 6/2026

https://doi.org/10.1016/j.infsof.2026.108077 View at source

  • EISSN 1873-6025
  • ISSN 0950-5849
Open Access

Recurrent neural network with contextual attention for prognostics

  • Dutta Baruah, Rashmi
  • Muñoz Organero, Mario

Evolving Systems (p. 1-19) - 9/2025

https://doi.org/10.1007/s12530-025-09744-3 View at source

  • EISSN 1868-6486
  • ISSN 1868-6478
Open Access

Exploring commuter stress dynamics through machine learning and double optimization

  • Ahmed, Ashar
  • Muñoz Organero, Mario
  • Aijaz, Bushra

Mehran University Research Journal of Engineering and Technology (p. 35-46) - 4/2025

https://doi.org/10.22581/muet1982.0062 View at source

  • EISSN 2413-7219
  • ISSN 0254-7821
Open Access

A Deep Graph Neural Network Approach for Assessing Origin Destination Traffic Flow Estimates Based on COVID-19 Data

  • Muñoz Organero, Mario
  • Corcoba Magaña, Victor

IEEE Access (p. 119003-119014) - 8/2024

https://doi.org/10.1109/access.2024.3446619 View at source

  • EISSN 2169-3536
Open Access

Smart Contracts as a Tool to Support the Challenges of Buying and Selling Coffee Futures Contracts in Colombia

  • Camilo Ordóñez, Cristian
  • Muñoz Organero, Mario
  • Ramirez Gonzalez, Gustavo
  • Corrales, Juan Carlos

Agriculture-Basel - 5/2024

https://doi.org/10.3390/agriculture14060845 View at source

  • ISSN 2077-0472
Open Access

Content Modeling in Smart Learning Environments: A systematic literature review

  • Jimenez Macias, Alberto Alejandro
  • Muñoz Merino, Pedro Jose
  • Ortiz Rojas, Margarita
  • Muñoz Organero, Mario
  • Delgado Kloos, Carlos

JOURNAL OF UNIVERSAL COMPUTER SCIENCE (p. 333-362) - 3/2024

https://doi.org/10.3897/jucs.106023 View at source

  • EISSN 0948-6968
  • ISSN 0948-695X
Open Access

Explicit Context Integrated Recurrent Neural Network for applications in smart environments

  • Dutta Baruah, Rashmi
  • Muñoz Organero, Mario

EXPERT SYSTEMS WITH APPLICATIONS - 12/2024

https://doi.org/10.1016/j.eswa.2024.124752 View at source

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

Using Traffic Sensors in Smart Cities to Enhance a Spatio-Temporal Deep Learning Model for COVID-19 Forecasting

  • Muñoz Organero, Mario

Mathematics (p. 1-23) - 9/2023

https://doi.org/10.3390/math11183904 View at source

  • ISSN 2227-7390
Open Access

A new RNN based machine learning model to forecast COVID-19 incidence, enhanced by the use of mobility data from the bike-sharing service in Madrid

  • Muñoz Organero, Mario
  • Callejo Pinardo, Patricia
  • Hombrados Herrera, Miguel Angel

Heliyon (p. 1-15) - 6/2023

https://doi.org/10.1016/j.heliyon.2023.e17625 View at source

This researcher has no books.

M-Learning: Personalized and Pervasive Education Anytime, Anywhere and for Everybody. In: Personalization of Interactive Multimedia Services: A Research and Development Perspective

  • Muñoz Organero, Mario
  • Yndurain Gil, Elena
  • Delgado Kloos, Carlos

Personalization of Interactive Multimedia Services: A Research and Development Perspective (p. 221-246) - 10/2008

Editor: NOVA PUBLISHERS

  • ISBN 978-1-60456-680-2
Open Access

How Challenges Become Opportunities: Micro-credentials and Artificial Intelligence

  • Delgado Kloos, Carlos
  • Alario Hoyos, Carlos
  • Kemcha, Rebiha
  • Moreno Marcos, Pedro Manuel
  • Estevez Ayres, Iria Manuela
  • Callejo Pinardo, Patricia
  • Muñoz Merino, Pedro Jose
  • Ibañez Espiga, Maria Blanca
  • Muñoz Organero, Mario
... View more Collapse

2025 IEEE Global Engineering Education Conference (EDUCON) (p. 1-10) - 2025

Editor: IEEE.THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.1109/educon62633.2025.11016509 View at source

  • ISBN 979-8-3315-3949-8
Open Access

How can Generative AI Support Education?

  • Delgado Kloos, Carlos
  • Alario Hoyos, Carlos
  • Estevez Ayres, Iria Manuela
  • Callejo Pinardo, Patricia
  • Hombrados Herrera, Miguel Angel
  • Muñoz Merino, Pedro Jose
  • Moreno Marcos, Pedro Manuel
  • Muñoz Organero, Mario
  • Ibañez Espiga, Maria Blanca
... View more Collapse

2024 IEEE Global Engineering Education Conference (EDUCON) (p. 1-7) - 2024

Editor: IEEE.THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.1109/educon60312.2024.10578716 View at source

  • ISBN 979-8-3503-9402-3
Open Access

A brief Review on the Role of Context in Explainable AI

  • Dutta Baruah, Rashmi
  • Muñoz Organero, Mario

International Conference on Evolving and Adaptive Intelligent Systems 2024, (EAIS. 2024) (p. 1-6) - 2024

Editor: IEEE INSTITUTE OF ELECTRICAL

https://doi.org/10.1109/eais58494.2024.10570037 View at source

  • ISBN 2473-4691

Integrating Explicit Contexts with Recurrent Neural Networks for Improving Prognostic Models

  • Dutta Baruah, Rashmi
  • Muñoz Organero, Mario

The international IEEE Aerospace Conference, 2023 (p. 1-8) - 2023

Editor: IEEE INSTITUTE OF ELECTRICAL

https://doi.org/10.1109/aero55745.2023.10115751 View at source

  • ISBN 978-1-6654-9033-7
Open Access

Exploiting Context and Attention Using Recurrent Neural Network for Sensor Time Series Prediction

  • Dutta Baruah, Rashmi
  • Muñoz Organero, Mario

8th Workshop on Advanced Analytics and Learning on Temporal Data (AALTD 2023) (p. 243-259) - 2023

Editor: SPRINGER NATURE LIMITED

https://doi.org/10.1007/978-3-031-49896-1_16 View at source

  • ISBN 978-3-031-49895-4
Open Access

Imbricando marcadores de rendimiento obtenidos de actividades Wooclap en la toma de decisiones para el apoyo a los estudiantes

  • Muñoz Organero, Mario

Jornada de Innovación Docente 2022 - 2022

Open Access

Towards a Cloud-Based University Accelerated by the Pandemic

  • Delgado Kloos, Carlos
  • Alario Hoyos, Carlos
  • Fernandez Panadero, Maria Carmen
  • Muñoz Merino, Pedro Jose
  • Estevez Ayres, Iria Manuela
  • Muñoz Organero, Mario
  • Ibañez Espiga, Maria Blanca
  • Moreno Marcos, Pedro Manuel
  • Garcia Gutierrez, Boni
... View more Collapse

2021 IEEE Global Engineering Education Conference (EDUCON) (p. 1642-1649) - 2021

Editor: TALLINN UNIVERSITY OF TECHNOLOGY

https://doi.org/10.1109/educon46332.2021.9453967 View at source

  • ISBN 978-1-7281-8478-4

Comparing usability, user experience and learning motivation characteristics of two educational computer games

  • Alvarez-xochihua, Omar
  • Muñoz Merino, Pedro Jose
  • Muñoz Organero, Mario
  • Delgado Kloos, Carlos
  • Gonzalez-fraga, Jose A.

19th International Conference on Enterprise Information Systems (ICEIS 2017) (p. 143-150) - 2017

https://doi.org/10.5220/0006338901430150 View at source

  • ISBN 978-989-758-249-3

Assessing gait impairments based on average errors from auto-encoded patterns of Mahalanobis distances from series of consecutive steps while walking

  • Muñoz Organero, Mario
  • Davies, Richard
  • Mawson, Sue

14th Conference of the Association for the Advancement of Assistive Technology in Europe (AAATE 2017) (p. 733-740) - 2017

Editor: IOS Press.

Open Access

Challenges in using sensors to track users health and wellbeing on a daily basis

  • Muñoz Organero, Mario

Technology for Independence Conference 2017 (T4I2017) - 2017

This researcher has no working papers.

This researcher has no technical reports.

Prestación de servicios en el marco del proyecto OLIV-IA

  • Muñoz Organero, Mario
  • Callejo Pinardo, Patricia
  • Hombrados Herrera, Miguel Angel

Period: 25-05-2026 - 24-05-2028

Type of funding: Regional

Funding entity: INSTITUTO PISTACIA VERA S.L

CONTRATO ENTRE LA EMPRESA GENETICAI Y LA UNIVERSIDAD CARLOS III DE MADRID PARA LA PRESTACIÓN DE SERVICIOS EN EL MARCO DEL PROYECTO AI4COCOMO

  • Muñoz Organero, Mario

Period: 03-02-2026 - 03-08-2027

Type of funding: Regional

Funding entity: GENETICAI INVESTIGACIÓN Y DESARROLLO SL

Automatización de la ingesta, traducción automática y preparación para el razonamiento de documentación escaneada

  • Muñoz Organero, Mario

Period: 13-04-2026 - 13-05-2026

Type of funding: Regional

Funding entity: KARTEX RISK, S.L.

MODELO DE ANÁLISIS DE RIESGOS GEOPOLÍTICOS EN LAS CADENAS DE SUMINISTRO BASADO EN IA PARA LA RESILIENCIA EMPRESARIAL

  • Muñoz Organero, Mario

Period: 22-05-2025 - 30-06-2025

Type of funding: Regional

Funding entity: CASSINI GEOPOLITICAL CONSULTING, S.L.

Inteligencia generativa para el soporte a la gestión de incidencias

  • Muñoz Organero, Mario

Period: 22-07-2024 - 22-07-2025

Type of funding: National

Funding entity: LOGICALIS SPAIN S.L.U.

Bringing AI to the Discovery of Historiographical Data to Overcome Traditional Barriers (BADDO-CM-UC3M)

  • Callejo Pinardo, Patricia
  • Alvar Ezquerra, Jaime
  • Muñoz Organero, Mario
  • Romero Recio, Maria Mirella
  • Suarez Hernandez, Ariana
  • Fernandez Cadenas, Nerea
  • Gomez Rey, Marina
... View more Collapse

Period: 01-07-2024 - 31-12-2026

Type of funding: Regional

Funding entity: CAM-CONSEJERIA DE CIENCIA, UNIVERSIDADES E INNOVAC

Técnicas de aprendizaje adversario para incrementar la transparencia en plataformas de gestión de aprendizaje

  • Muñoz Organero, Mario
  • Hombrados Herrera, Miguel Angel
  • Callejo Pinardo, Patricia

Period: 11-01-2024 - 12-07-2024

Type of funding: Regional

Funding entity: NEORIS ESPAÑA S.L.U.

PID2022-141045OB-C43 - generAtion of Reliable syntheTIc health data for Federated leArning in seCure daTa Spaces-UC3M. - ARTIFACTS-UC3M

  • Sanchez Fernandez, Luis
  • Muñoz Organero, Mario
  • Arias Fisteus, Jesus
  • Callejo Pinardo, Patricia
  • Garcia Gutierrez, Boni

Period: 01-09-2023 - 31-08-2026

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

Graph Neural Network for ingredient and recipe recommendations in food knowledge. graphs

  • Muñoz Organero, Mario
  • Callejo Pinardo, Patricia
  • Garcia Gutierrez, Boni
  • Hombrados Herrera, Miguel Angel

Period: 29-05-2023 - 29-06-2023

Type of funding: International

Funding entity: CALORICIOUS INC

Proyecto Intelidata

  • Sanchez Fernandez, Luis
  • Muñoz Organero, Mario
  • Arias Fisteus, Jesus
  • Callejo Pinardo, Patricia
  • Sanchez Avila, Mario
  • Hombrados Herrera, Miguel Angel

Period: 31-07-2023 - 31-12-2024

Type of funding: Regional

Funding entity: ASOCIACIÓN INSERTA INNOVACIÓN

Deep Learning applied to wearables signals for health self-management

  • Muñoz Organero, Mario
  • Queipo Alvarez, Paula

Reading date: 20-06-2025

Contribución<br/> al análisis de datos de sensores en el ámbito de ciudad inteligente

  • Ruiz Blazquez, Ramona
  • Sanchez Fernandez, Luis
  • Muñoz Organero, Mario

Reading date: 10-07-2018

Eco-driving : Ahorro de energía basado en el comportamiento del conductor

  • Corcoba Magaña, Victor
  • Muñoz Organero, Mario

Reading date: 13-06-2014

Evaluación de la Introducción de Internet de Objetos en Espacios de Aprendizaje

  • Muñoz Organero, Mario
  • Ramirez Gonzalez, Gustavo Adolfo

Reading date: 22-10-2010

Aplicación cliente-servidor de geo-localización en interiores basada en WiFi para dispositivos Android

  • Muñoz Organero, Mario
  • Brito Pacheco, Claudia
  • Calvo Gonzalez, Beatriz

12/12/2014

Date filed: 12-12-2014

Aplicación móvil para incentivar el reciclaje mediante puntos y promociones

  • Muñoz Organero, Mario
  • Brito Pacheco, Claudia
  • Calvo Gonzalez, Beatriz

12/12/2014

Date filed: 12-12-2014

Pasarela residencial para tele-asistencia sanitaria

  • Muñoz Organero, Mario
  • Brito Pacheco, Claudia
  • Calvo Gonzalez, Beatriz

12/12/2014

Date filed: 12-12-2014

Last data update: 8/14/26 6:50 AM