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ORCIDMario Muñoz Organero
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- affiliation: Carlos III University of Madrid, Madrid, Spain
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2020 – today
- 2024
[j52]Mario Muñoz Organero
, Víctor Corcoba Magaña:
A Deep Graph Neural Network Approach for Assessing Origin Destination Traffic Flow Estimates Based on COVID-19 Data. IEEE Access 12: 119003-119014 (2024)- [j51]Rashmi Dutta Baruah, Mario Muñoz Organero:
Explicit Context Integrated Recurrent Neural Network for applications in smart environments. Expert Syst. Appl. 255: 124752 (2024) - [j50]Alberto Jiménez-Macías, Pedro J. Muñoz-Merino, Margarita Ortiz-Rojas, Mario Muñoz Organero, Carlos Delgado Kloos:
Content Modeling in Smart Learning Environments: A systematic literature review. J. Univers. Comput. Sci. 30(3): 333-362 (2024) - [c37]Rashmi Dutta Baruah, Mario Muñoz Organero:
A brief Review on the Role of Context in Explainable AI. EAIS 2024: 1-6 - [c36]Carlos Delgado Kloos, Carlos Alario-Hoyos, Iria Estévez-Ayres, Patricia Callejo-Pinardo, Miguel Ángel Hombrados-Herrera, Pedro J. Muñoz-Merino, Pedro Manuel Moreno-Marcos, Mario Muñoz Organero, María-Blanca Ibáñez:
How can Generative AI Support Education? EDUCON 2024: 1-7 - [i3]Boni García, Carlos Delgado Kloos, Carlos Alario-Hoyos, Mario Muñoz Organero:
Selenium-Jupiter: A JUnit 5 extension for Selenium WebDriver. CoRR abs/2402.01480 (2024) - 2023
- [c35]Rashmi Dutta Baruah, Mario Muñoz Organero:
Exploiting Context and Attention Using Recurrent Neural Network for Sensor Time Series Prediction. AALTD@ECML/PKDD 2023: 243-259 - [c34]Aymar Cublier Martínez, Mario Muñoz Organero, David Moriña, Diana Gomez-Barroso, David E. Singh:
COVID-19 incidence estimates and forecast by metaprediction for the Comunidad de Madrid *. BIBM 2023: 3362-3369 - [i2]Rashmi Dutta Baruah, Mario Muñoz Organero:
Explicit Context Integrated Recurrent Neural Network for Sensor Data Applications. CoRR abs/2301.05031 (2023) - 2022
- [j49]Boni García, Carlos Delgado Kloos, Carlos Alario-Hoyos, Mario Muñoz Organero:
Selenium-Jupiter: A JUnit 5 extension for Selenium WebDriver. J. Syst. Softw. 189: 111298 (2022) - [j48]Mario Muñoz Organero, Paula Queipo-Álvarez:
Deep Spatiotemporal Model for COVID-19 Forecasting. Sensors 22(9): 3519 (2022) - 2021
- [j47]Boni García, Mario Muñoz Organero, Carlos Alario-Hoyos, Carlos Delgado Kloos:
Automated driver management for selenium WebDriver. Empir. Softw. Eng. 26(5): 107 (2021) - [j46]Miguel R. Luaces, Jesús A. Fisteus, Luis Sánchez Fernández, Mario Muñoz Organero, Jesús Balado, Lucía Díaz-Vilariño, Henrique Lorenzo:
Accessible Routes Integrating Data from Multiple Sources. ISPRS Int. J. Geo Inf. 10(1): 7 (2021) - [j45]Mario Muñoz Organero, Paula Queipo-Álvarez, Boni García:
Learning Carbohydrate Digestion and Insulin Absorption Curves Using Blood Glucose Level Prediction and Deep Learning Models. Sensors 21(14): 4926 (2021) - [j44]Laura Martínez-Delgado, Mario Muñoz Organero, Paula Queipo-Álvarez:
Using Absorption Models for Insulin and Carbohydrates and Deep Leaning to Improve Glucose Level Predictions. Sensors 21(16): 5273 (2021) - [j43]Luz Santamaria-Granados, Juan Francisco Mendoza-Moreno, Ángela Chantre Astaiza, Mario Muñoz Organero, Gustavo Ramírez-González:
Tourist Experiences Recommender System Based on Emotion Recognition with Wearable Data. Sensors 21(23): 7854 (2021) - [c33]Carlos Delgado Kloos, Carlos Alario-Hoyos, Carmen Fernández-Panadero, Pedro J. Muñoz-Merino, Iria Estévez-Ayres, Mario Muñoz Organero, María-Blanca Ibáñez, Pedro Manuel Moreno-Marcos, Boni García:
Towards a Cloud-Based University Accelerated By the Pandemic. EDUCON 2021: 1642-1649 - 2020
- [j42]Mario Muñoz Organero:
Deep Physiological Model for Blood Glucose Prediction in T1DM Patients. Sensors 20(14): 3896 (2020) - [j41]Angel Peinado-Contreras, Mario Muñoz Organero:
Gait-Based Identification Using Deep Recurrent Neural Networks and Acceleration Patterns. Sensors 20(23): 6900 (2020) - [j40]Iván Bernabé Sánchez, Daniel Díaz Sánchez, Mario Muñoz Organero:
Specification and Unattended Deployment of Home Networks at the Edge of the Network. IEEE Trans. Consumer Electron. 66(4): 279-288 (2020)
2010 – 2019
- 2019
- [j39]Luz Santamaria-Granados, Mario Muñoz Organero, Gustavo Ramírez-González, Enas W. Abdulhay, Arunkumar N.:
Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS). IEEE Access 7: 57-67 (2019) - [j38]Mario Muñoz Organero:
Outlier Detection in Wearable Sensor Data for Human Activity Recognition (HAR) Based on DRNNs. IEEE Access 7: 74422-74436 (2019) - [j37]Mario Muñoz Organero, Lauren Powell, Ben Heller, Val Harpin, Jack Parker:
Using Recurrent Neural Networks to Compare Movement Patterns in ADHD and Normally Developing Children Based on Acceleration Signals from the Wrist and Ankle. Sensors 19(13): 2935 (2019) - 2018
- [j36]Mario Muñoz Organero, Lauren Powell, Ben Heller, Val Harpin, Jack Parker:
Automatic Extraction and Detection of Characteristic Movement Patterns in Children with ADHD Based on a Convolutional Neural Network (CNN) and Acceleration Images. Sensors 18(11): 3924 (2018) - [j35]Pedro J. Muñoz Merino, Carlos Alario-Hoyos, Mario Muñoz Organero, Carlos Delgado Kloos, Manuel Fernández Molina:
The Effect of Different Features for Educational Computer-Based Competition Environments. IEEE Trans. Learn. Technol. 11(4): 468-477 (2018) - [j34]Mario Muñoz Organero, Ramona Ruiz-Blazquez, Luis Sánchez Fernández:
Automatic detection of traffic lights, street crossings and urban roundabouts combining outlier detection and deep learning classification techniques based on GPS traces while driving. Comput. Environ. Urban Syst. 68: 1-8 (2018) - 2017
- [j33]Víctor Corcoba Magaña, Mario Muñoz Organero, Xabiel G. Pañeda:
Prediction of motorcyclist stress using a heartrate strap, the vehicle telemetry and road information. J. Ambient Intell. Smart Environ. 9(5): 579-593 (2017) - [j32]Mario Muñoz Organero, Ramona Ruiz-Blazquez:
Time-Elastic Generative Model for Acceleration Time Series in Human Activity Recognition. Sensors 17(2): 319 (2017) - [j31]Mario Muñoz Organero, Ramona Ruiz-Blazquez:
Detecting Steps Walking at very Low Speeds Combining Outlier Detection, Transition Matrices and Autoencoders from Acceleration Patterns. Sensors 17(10): 2274 (2017) - [j30]Mario Muñoz Organero, Víctor Corcoba Magaña:
Predicting Upcoming Values of Stress While Driving. IEEE Trans. Intell. Transp. Syst. 18(7): 1802-1811 (2017) - [j29]Víctor Corcoba Magaña, Mario Muñoz Organero:
Toward Safer Highways: Predicting Driver Stress in Varying Conditions on Habitual Routes. IEEE Veh. Technol. Mag. 12(4): 69-76 (2017) - [c32]Mario Muñoz Organero, Richard J. Davies, Sue J. Mawson:
Assessing Gait Impairments Based on Auto-Encoded Patterns of Mahalanobis Distances from Consecutive Steps. AAATE Conf. 2017: 733-740 - [c31]Omar Álvarez-Xochihua, Pedro J. Muñoz Merino, Mario Muñoz Organero, Carlos Delgado Kloos, José Ángel González-Fraga:
Comparing Usability, User Experience and Learning Motivation Characteristics of Two Educational Computer Games. ICEIS (3) 2017: 143-150 - [i1]Jesús Arias-Fisteus, Luis Sánchez Fernández, Víctor Corcoba Magaña, Mario Muñoz Organero, Jorge Yago Fernández Rodríguez, Juan Antonio Álvarez-García:
A Scalable Data Streaming Infrastructure for Smart Cities. CoRR abs/1703.02755 (2017) - 2016
- [j28]Mario Muñoz Organero, Claudia Brito-Pacheco:
Improving Accuracy and Simplifying Training in Fingerprinting-Based Indoor Location Algorithms at Room Level. Mob. Inf. Syst. 2016: 2682869:1-2682869:16 (2016) - [j27]Víctor Corcoba Magaña, Mario Muñoz Organero:
WATI: Warning of Traffic Incidents for Fuel Saving. Mob. Inf. Syst. 2016: 3091516:1-3091516:16 (2016) - [j26]Francisco Orlando Martinez Pabón, Juan Camilo Ospina-Quintero, Gustavo Ramírez-González, Mario Muñoz Organero:
Recommending Ads from Trustworthy Relationships in Pervasive Environments. Mob. Inf. Syst. 2016: 8593173:1-8593173:18 (2016) - [j25]Mario Muñoz Organero, Ahmad Lotfi:
Human Movement Recognition Based on the Stochastic Characterisation of Acceleration Data. Sensors 16(9): 1464 (2016) - [j24]Mario Muñoz Organero, Jack Parker, Lauren Powell, Susan Mawson:
Assessing Walking Strategies Using Insole Pressure Sensors for Stroke Survivors. Sensors 16(10): 1631 (2016) - [j23]Cesar Morillas Barrio, Mario Muñoz Organero, Joaquín Sánchez-Soriano:
Can Gamification Improve the Benefits of Student Response Systems in Learning? An Experimental Study. IEEE Trans. Emerg. Top. Comput. 4(3): 429-438 (2016) - [j22]Víctor Corcoba Magaña, Mario Muñoz Organero:
Artemisa: A Personal Driving Assistant for Fuel Saving. IEEE Trans. Mob. Comput. 15(10): 2437-2451 (2016) - [c30]Víctor Corcoba Magaña, Mario Muñoz Organero, Juan Antonio Álvarez-García, Jorge Yago Fernández Rodríguez:
Estimation of the Optimum Speed to Minimize the Driver Stress Based on the Previous Behavior. ISAmI 2016: 31-39 - 2015
- [j21]Pedro J. Muñoz Merino, Carlos Delgado Kloos, Mario Muñoz Organero, Abelardo Pardo:
A software engineering model for the development of adaptation rules and its application in a hinting adaptive e-learning system. Comput. Sci. Inf. Syst. 12(1): 203-231 (2015) - [j20]Carlos Delgado Kloos, Pedro J. Muñoz Merino, Mario Muñoz Organero:
Extending Google Course Builder With Real-World Projects in a Master's Course. Rev. Iberoam. de Tecnol. del Aprendiz. 10(1): 3-10 (2015) - [j19]Víctor Corcoba Magaña, Mario Muñoz Organero:
GAFU: Using a Gamification Tool to Save Fuel. IEEE Intell. Transp. Syst. Mag. 7(2): 58-70 (2015) - [j18]Víctor Corcoba Magaña, Mario Muñoz Organero:
Discovering Regions Where Users Drive Inefficiently on Regular Journeys. IEEE Trans. Intell. Transp. Syst. 16(1): 221-234 (2015) - [c29]Víctor Corcoba Magaña, Mario Muñoz Organero:
Reducing stress on habitual journeys. ICCE-Berlin 2015: 153-157 - [c28]Víctor Corcoba Magaña, Mario Muñoz Organero:
Reducing Stress and Fuel Consumption Providing Road Information. ISAmI 2015: 23-31 - 2014
- [j17]Pedro J. Muñoz Merino, Manuel Fernández Molina, Mario Muñoz Organero, Carlos Delgado Kloos:
Motivation and Emotions in Competition Systems for Education: An Empirical Study. IEEE Trans. Educ. 57(3): 182-187 (2014) - [j16]Carlos Alario-Hoyos, Mar Pérez-Sanagustín, Carlos Delgado Kloos, Hugo A. Parada G., Mario Muñoz Organero:
Delving into Participants' Profiles and Use of Social Tools in MOOCs. IEEE Trans. Learn. Technol. 7(3): 260-266 (2014) - [c27]Carlos Delgado Kloos, Pedro J. Muñoz Merino, Mario Muñoz Organero, Carlos Alario-Hoyos, Mar Pérez-Sanagustín, Hugo A. Parada G., José A. Ruipérez-Valiente, Juan Luis Sanz:
Experiences of running MOOCs and SPOCs at UC3M. EDUCON 2014: 884-891 - [c26]Víctor Corcoba Magaña, Mario Muñoz Organero:
LESY-ECO: Learning system for eco-driving based on the imitation. ICCVE 2014: 351-356 - [c25]Víctor Corcoba Magaña, Mario Muñoz Organero:
The Impact of Using Gamification on the Eco-driving Learning. ISAmI 2014: 45-52 - [c24]Francisco Orlando Martinez Pabón, Juan Camilo Ospina-Quintero, Víctor Garzón-Marín, Ángela Chantre Astaiza, Mario Muñoz Organero, Gustavo Ramírez-González:
Enriching Public displays Ads Recommendations using an Individual: Group cooperation model. PerDis 2014: 186-187 - 2013
- [j15]Venelin Jivkov, Philip Philipoff, Anastas Ivanov, Mario Muñoz Organero, Galerida Raikova, Mikhail M. Tatur, Philip Michaylov:
Spectral properties of quadruple symmetric real functions. Appl. Math. Comput. 221: 344-350 (2013) - [j14]Mario Muñoz Organero, Víctor Corcoba Magaña:
Validating the Impact on Reducing Fuel Consumption by Using an EcoDriving Assistant Based on Traffic Sign Detection and Optimal Deceleration Patterns. IEEE Trans. Intell. Transp. Syst. 14(2): 1023-1028 (2013) - [c23]Carlos Alario-Hoyos, Mar Pérez-Sanagustín, Carlos Delgado Kloos, Hugo A. Parada G., Mario Muñoz Organero, Antonio Rodríguez-de-las-Heras:
Analysing the Impact of Built-In and External Social Tools in a MOOC on Educational Technologies. EC-TEL 2013: 5-18 - [c22]Víctor Corcoba Magaña, Mario Muñoz Organero:
GAFU: A game to save fuel using social networks. ICCVE 2013: 151-157 - [c21]Víctor Corcoba Magaña, Mario Muñoz Organero:
AndroWI: Collaborative System for Fuel Saving Using Android Mobile Devices. ISAmI 2013: 49-55 - [c20]Iván Bernabé Sánchez, Daniel Díaz Sánchez, Mario Muñoz Organero:
Optimizing OSGi Services on Gateways. ISAmI 2013: 155-162 - 2012
- [j13]Pedro J. Muñoz Merino, Manuel Fernández Molina, Mario Muñoz Organero, Carlos Delgado Kloos:
An adaptive and innovative question-driven competition-based intelligent tutoring system for learning. Expert Syst. Appl. 39(8): 6932-6948 (2012) - [j12]Mar Pérez-Sanagustín, Gustavo Ramírez-González, Davinia Hernández Leo, Mario Muñoz Organero, Patricia Santos, Josep Blat, Carlos Delgado Kloos:
Discovering the campus together: A mobile and computer-based learning experience. J. Netw. Comput. Appl. 35(1): 176-188 (2012) - [j11]Mario Muñoz Organero, Pedro J. Muñoz Merino, Carlos Delgado Kloos:
Using bluetooth to implement a pervasive indoor positioning system with minimal requirements at the application level. Mob. Inf. Syst. 8(1): 73-82 (2012) - [j10]Mario Muñoz Organero, Pedro J. Muñoz Merino, Carlos Delgado Kloos:
Sending Learning Pills to Mobile Devices in Class to Enhance Student Performance and Motivation in Network Services Configuration Courses. IEEE Trans. Educ. 55(1): 83-87 (2012) - [c19]Carlos Delgado Kloos, Raquel M. Crespo García, M. Carmen Fernández Panadero, María-Blanca Ibáñez-Espiga, Mario Muñoz Organero, Abelardo Pardo:
M-learning will disrupt educational practices. EDUCON 2012: 1-6 - [c18]Gustavo Ramírez-González, Catalina Córdoba-Paladinez, Omar Sotelo-Torres, Camilo Palacios, Mario Muñoz Organero, Carlos Delgado Kloos:
Pervasive Learning Activities for the LMS .LRN through Android Mobile Devices with NFC Support. ICALT 2012: 672-673 - [c17]Víctor Corcoba Magaña, Mario Muñoz Organero:
GATSF: Genetic algorithm to save fuel. ICCE-Berlin 2012: 94-98 - [c16]Iván Bernabé Sánchez, Daniel Díaz Sánchez, Mario Muñoz Organero:
Flex-box: A flexible software architecture for IPTV set-top boxes. ICCE-Berlin 2012: 121-125 - [c15]Iván Bernabé Sánchez, Daniel Díaz Sánchez, Mario Muñoz Organero:
Optimizing resources on gateways using OSGi. ICCE 2012: 526-527 - 2011
- [j9]Pedro J. Muñoz Merino, Carlos Delgado Kloos, Mario Muñoz Organero:
Enhancement of Student Learning Through the Use of a Hinting Computer e-Learning System and Comparison With Human Teachers. IEEE Trans. Educ. 54(1): 164-167 (2011) - [j8]Mario Muñoz Organero, Pedro J. Muñoz Merino, Carlos Delgado Kloos:
Adapting the Speed of Reproduction of Audio Content and Using Text Reinforcement for Maximizing the Learning Outcome though Mobile Phones. IEEE Trans. Learn. Technol. 4(3): 233-238 (2011) - [c14]Mario Muñoz Organero, Gustavo A. Ramírez González, Pedro J. Muñoz Merino, Carlos Delgado Kloos:
Framework for Contextualized Learning Ecosystems. EC-TEL 2011: 260-270 - [c13]Pedro J. Muñoz Merino, Abelardo Pardo, Mario Muñoz Organero, Carlos Delgado Kloos:
Towards the Prediction of User Actions on Exercises with Hints Based on Survey Results. EC-TEL 2011: 525-530 - [c12]Manuel Fernández Molina, Pedro J. Muñoz Merino, Mario Muñoz Organero, Carlos Delgado Kloos:
Educational Justifications for the Design of the ISCARE Computer Based Competition Assessment Tool. ICWL 2011: 289-294 - 2010
- [j7]Mario Muñoz Organero, Pedro J. Muñoz Merino, Carlos Delgado Kloos:
Personalized Service-Oriented E-Learning Environments. IEEE Internet Comput. 14(2): 62-67 (2010) - [j6]Mario Muñoz Organero, Gustavo A. Ramírez González, Pedro J. Muñoz Merino, Carlos Delgado Kloos:
A Collaborative Recommender System Based on Space-Time Similarities. IEEE Pervasive Comput. 9(3): 81-87 (2010) - [j5]Mario Muñoz Organero, Pedro J. Muñoz Merino, Carlos Delgado Kloos:
Student Behavior and Interaction Patterns With an LMS as Motivation Predictors in E-Learning Settings. IEEE Trans. Educ. 53(3): 463-470 (2010) - [j4]Mario Muñoz Organero, Gustavo A. Ramírez González, Pedro J. Muñoz Merino, Carlos Delgado Kloos:
Analyzing Convergence in e-Learning Resource Filtering Based on ACO Techniques: A Case Study With Telecommunication Engineering Students. IEEE Trans. Educ. 53(4): 542-546 (2010) - [c11]Pedro J. Muñoz Merino, Abelardo Pardo, Carlos Delgado Kloos, Mario Muñoz Organero, Martin Wolpers, Katja Niemann, Martin Friedrich:
CAM in the semantic web world. I-SEMANTICS 2010 - [c10]Pedro J. Muñoz Merino, Carlos Delgado Kloos, Martin Wolpers, Martin Friedrich, Mario Muñoz Organero:
An Approach for the Personalization of Exercises Based on Contextualized Attention Metadata and Semantic Web technologies. ICALT 2010: 89-91 - [c9]Mario Muñoz Organero, Gustavo Ramírez-González, Pedro J. Muñoz Merino, Carlos Delgado Kloos:
Evaluating the Effectiveness and Motivational Impact of Replacing a Human Instructor by Mobile Devices for Teaching Network Services Configuration to Telecommunication Engineering Students. ICALT 2010: 284-288 - [c8]Pedro J. Muñoz Merino, Carlos Delgado Kloos, Mario Muñoz Organero:
Behavior Effect of Hint Selection Penalties and Availability in an Intelligent Tutoring System. Intelligent Tutoring Systems (2) 2010: 384-386
2000 – 2009
- 2009
- [c7]Sergio Gutiérrez Santos, Mario Muñoz Organero, Abelardo Pardo, Carlos Delgado Kloos:
Context-Aware Combination of Adapted User Profiles for Interchange of Knowledge between Peers. EC-TEL 2009: 782-787 - 2008
- [c6]Gustavo Ramírez-González, Mario Muñoz Organero, Carlos Delgado Kloos:
Early Infrastructure of an Internet of Things in Spaces for Learning. ICALT 2008: 381-383 - [c5]Gustavo Ramírez-González, Mario Muñoz Organero, Carlos Delgado Kloos:
Exploring Touching Learning Environments. Learning to Live in the Knowledge Society 2008: 93-96 - [c4]Gustavo Ramírez-González, Mario Muñoz Organero, Carlos Delgado Kloos, Ángela Chantre Astaiza:
Exploring NFC interactive panel. MobiQuitous 2008 - 2007
- [j3]Mario Muñoz Organero, Carlos Delgado Kloos:
Pervasive learning management system components and services for a pervasive m-learning architecture. Int. J. Mob. Learn. Organisation 1(3): 275-287 (2007) - 2006
- [j2]Mario Muñoz Organero, Carlos Delgado Kloos:
Desarrollo de un sistema ARS para enseñanza on-line. Rev. Iberoam. de Tecnol. del Aprendiz. 1(1): 11-18 (2006) - [c3]Pedro J. Muñoz Merino, Alberto García-Martínez, Mario Muñoz Organero, Carlos Delgado Kloos:
Enabling Practical IPsec Authentication for the Internet. OTM Workshops (1) 2006: 392-403 - 2005
- [c2]Celeste Campo, Mario Muñoz Organero, Jose Carlos Perea, Andrés Marín López, Carlos García-Rubio:
PDP and GSDL: A New Service Discovery Middleware to Support Spontaneous Interactions in Pervasive Systems. PerCom Workshops 2005: 178-182 - 2004
- [j1]Mario Muñoz Organero, Carlos García-Rubio:
A new model for service and application convergence in B3G/4G networks. IEEE Wirel. Commun. 11(5): 6-12 (2004) - 2003
- [c1]Mario Muñoz Organero:
Service Capabilities Model for Next Generation Ad Hoc Networks. ICWI 2003: 781-784
Coauthor Index
Pedro J. Muñoz Merino
aka: Pedro J. Muñoz-Merino
aka: Pedro J. Muñoz-Merino
Gustavo Ramírez-González 0001
aka: Gustavo A. Ramírez González
aka: Gustavo A. Ramírez González
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