Co-author Network
Co-researcher Network
sample of publications
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articles
- Smart Contracts as a Tool to Support the Challenges of Buying and Selling Coffee Futures Contracts in Colombia. Agriculture-Basel. 14. 2024
- Content Modeling in Smart Learning Environments: A systematic literature review. JOURNAL OF UNIVERSAL COMPUTER SCIENCE. 333-362. 2024
- Active Labeling Correction of Mealtimes and the Appearance of Types of Carbohydrates in Type 1 Diabetes Information Records. Mathematics. 11:1-11. 2023
- Using Traffic Sensors in Smart Cities to Enhance a Spatio-Temporal Deep Learning Model for COVID-19 Forecasting. Mathematics. 11:1-23. 2023
- 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. Heliyon. 9:1-15. 2023
- Space-Distributed Traffic-Enhanced LSTM-Based Machine Learning Model for COVID-19 Incidence Forecasting. Computational Intelligence and Neuroscience (discontinued). 2022:1-12. 2022
- Selenium-Jupiter: A JUnit 5 extension for Selenium WebDriver. JOURNAL OF SYSTEMS AND SOFTWARE. 189:111298-111310. 2022
- Deep Spatiotemporal Model for COVID-19 Forecasting. SENSORS. 22:3519-3535. 2022
- Algorithm for the comparison of human periodic movements using wearable devices. Journal of Healthcare Engineering. 2021:1-18. 2021
- Tourist experiences recommender system based on emotion recognition with wearable data. SENSORS. 21:7854. 2021
- Automated Driver Management for Selenium WebDriver. EMPIRICAL SOFTWARE ENGINEERING. 26:107. 2021
- Using absorption models for insulin and carbohydrates and deep leaning to improve glucose level predictions. SENSORS. 21:5273. 2021
- Learning carbohydrate digestion and insulin absorption curves using blood glucose level prediction and deep learning models. SENSORS. 21:4926. 2021
- Accessible routes integrating data from multiple sources. ISPRS International Journal of Geo-Information. 10:1-24. 2021
- Gait-based identification using deep recurrent neural networks and acceleration patterns. SENSORS. 20:1-18. 2020
- Specification and unattended deployment of home networks at the edge of the network. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS. 66:279-288. 2020
- Using multivariate outliers from smartphone sensor data to detect physical barriers while walking in urban areas. Technologies. 8:1-13. 2020
- Deep physiological model for blood glucose prediction in T1DM patients. SENSORS. 20:1-17. 2020
- A survey of the selenium ecosystem. Electronics. 9:1-29. 2020
- Tecnología educativa en el grupo GAST-UC3M: Un septenio más tarde. Revista Iberoamericana de Informática Educativa. 128-141. 2019
- Using recurrent neural networks to compare movement patterns in ADHD and normally developing children based on acceleration signals from the wrist and ankle. SENSORS. 19:1-17. 2019
- Outlier Detection in Wearable Sensor Data for Human Activity Recognition (HAR) Based on DRNNs. IEEE Access. 7:74422-74436. 2019
- Human Activity Recognition Based on Single Sensor Square HV Acceleration Images and Convolutional Neural Networks. IEEE SENSORS JOURNAL. 19:1487-1498. 2019
- Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS). IEEE Access. 7:57-67. 2019
- Automatic Extraction and Detection of Characteristic Movement Patterns in Children with ADHD Based on a Convolutional Neural Network (CNN) and Acceleration Images. SENSORS. 18. 2018
- The effect of different features for educational computer-based competition environments. IEEE Transactions on Learning Technologies. 11:468-477. 2018
- Evaluation of outliers detection algorithms for traffic congestion assessment in smart city traffic data from vehicle sensors. International Journal of Heavy Vehicle Systems. 25:308-321. 2018
- Automatic detection of traffic lights, street crossings and urban roundabouts combining outlier detection and deep learning classification techniques based on GPS traces while driving. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS. 68. 2018
- Editorial for the Special Issue "Personal Health and Wellbeing Intelligent Systems Based on Wearable and Mobile Technologies". Technologies. 6. 2018
- Toward safer highways: predicting driver stress in varying conditions on habitual routes. IEEE Vehicular Technology Magazine. 12:69-76. 2017
- Detecting steps walking at very low speeds combining outlier detection, transition matrices and autoencoders from acceleration patterns. SENSORS. 17. 2017
- Recognizing Human Activity in Free-Living Using Multiple Body-Worn Accelerometers. IEEE SENSORS JOURNAL. 17:5290-5297. 2017
- Prediction of motorcyclist stress using a heartrate strap, the vehicle telemetry and road information. Journal of Ambient Intelligence and Smart Environments. 9:579-593. 2017
- Detecting different road infrastructural elements based on the stochastic characterization of speed patterns. JOURNAL OF ADVANCED TRANSPORTATION. 2017
- Predicting upcoming values of stress while driving. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. 18:1802-1811. 2017
- Sensor optimization in smart insoles for post-stroke gait asymmetries using total variation and L1 distances. IEEE SENSORS JOURNAL. 17:3142-3151. 2017
- Identification of walking strategies of people with osteoarthritis of the knee using insole pressure sensors. IEEE SENSORS JOURNAL. 17:3909-3920. 2017
- Time-elastic generative model for acceleration time series in human activity recognition. SENSORS. 17. 2017
- Design of a speed assistant to minimize the driver stress. Advances in Distributed Computing and Artificial Intelligence Journal. 6:45-56. 2017
- Artemisa: a personal driving assistant for fuel saving. IEEE TRANSACTIONS ON MOBILE COMPUTING. 15:2437-2451. 2016
- Assessing walking strategies using insole pressure sensors for stroke survivors. SENSORS. 16:1-18. 2016
- Human movement recognition based on the stochastic characterisation of acceleration data. SENSORS. 16:1-16. 2016
- Can gamification improve the benefits of student response systems in learning? An experimental study. IEEE Transactions on Emerging Topics in Computing. 4:429-438. 2016
- Improving accuracy and simplifying training in fingerprinting-based indoor location algorithms at room level. Mobile Information Systems (discontinued). 2016 (2682869):1-16. 2016
- Recommending ads from trustworthy relationships in pervasive environments. Mobile Information Systems (discontinued). 2016:1-18. 2016
- WATI: Warning of Traffic Incidents for fuel saving. Mobile Information Systems (discontinued). 2016 (3091516):1-16. 2016
- GAFU: using a gamification tool to save fuel. IEEE Intelligent Transportation Systems Magazine. 7:58-70. 2015
- Discovering regions where users drive inefficiently on regular journeys. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. 16:221-234. 2015
- Extending Google course builder with real-world projects in a master's course. Revista Iberoamericana de Tecnologias del Aprendizaje. 10:3-10. 2015
- A software engineering model for the development of adaptation rules and its application in a hinting adaptive e-learning system. Computer Science and Information Systems. 12:203-231. 2015
- Algoritmo para el cálculo de la velocidad media óptima en una ruta (ASGA) = ASGA: algorithm to obtain the optimal average speed on a route. Revista Iberoamericana de Automatica e Informatica Industrial. 11:435-443. 2014
- Motivation and emotions in competition systems for education: An empirical study. IEEE TRANSACTIONS ON EDUCATION. 57:182-187. 2014
- Delving into participants' profiles and use of social tools in MOOCs. IEEE Transactions on Learning Technologies. 7:260-266. 2014
- Reducing stress and fuel consumption providing road information. Advances in Distributed Computing and Artificial Intelligence Journal. 4:35-47. 2014
- Extendiendo Google Course Builder mediante Proyectos Realistas en un curso de master. VAEP-RITA. 2:11-18. 2014
- Spectral properties of quadruple symmetric real functions. APPLIED MATHEMATICS AND COMPUTATION. 221:344-350. 2013
- Validating the Impact on Reducing Fuel Consumption by Using an EcoDriving Assistant Based on Traffic Sign Detection and Optimal Deceleration Patterns. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. 14:1023-1028. 2013
- Magiclearning: a serious game for learning based in a magic world. International Journal of Innovative Computing, Information and Control. 8:7781-7791. 2012
- An adaptive and innovative question-driven competition-based intelligent tutoring system for learning. EXPERT SYSTEMS WITH APPLICATIONS. 39:6932-6948. 2012
- Sending Learning Pills to Mobile Devices in Class to Enhance Student Performance and Motivation in Network Services Configuration Courses. IEEE TRANSACTIONS ON EDUCATION. 55:83-87. 2012
- Discovering the Campus Together: a mobile and computer-based learning experience. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. 35:176-188. 2012
- Gradient, UC3M. Revista Iberoamericana de Informática Educativa. 75-84. 2012
- Using bluetooth to implement a pervasive indoor positioning system with minimal requirements at the application level. Mobile Information Systems (discontinued). 8:73-82. 2012
- Editorial. International Journal of Innovation and Learning. 9. 2011
- Adapting the Speed of Reproduction of Audio Content and Using Text Reinforcement for Maximizing the Learning Outcome though Mobile Phones. IEEE Transactions on Learning Technologies. 4:233-238. 2011
- Touching the knowledge : Contextualized Pervasive learning Ecosystems. IEEE PERVASIVE COMPUTING. 10:52-53. 2011
- Analysis of the Latest Trends in Mobile Commerce using the NFC Technology. Cyber journals. 2011
- Using NFC Technology for Fast-Tracking Large-Size Multi-Touch Screens. Cyber journals. 65-70. 2011
- Deciding on different hinting techniques in assessments for intelligent tutoring systems. International Journal of Innovative Computing, Information and Control. 7:841-858. 2011
- Enhancement of Student Learning Through the Use of a Hinting Computer e-Learning System and Comparison with Human Teachers. IEEE TRANSACTIONS ON EDUCATION. 54:164-167. 2011
- Editorial. International journal of information and operations management education. 3. 2010
- Analyzing Convergence in e-Learning Resource Filtering Based on ACO Techniques: A Case Study With Telecommunication Engineering Students. IEEE TRANSACTIONS ON EDUCATION. 53:542-546. 2010
- Student Behavior and Interaction Patterns with an LMS as Motivation Predictors in E-Learning Settings. IEEE TRANSACTIONS ON EDUCATION. 53:463-470. 2010
- A Collaborative Recommender System Based on Space-Time Similarities. IEEE PERVASIVE COMPUTING. 9:81-87. 2010
- XML Secure Documents for a Secure e-Commerce Architecture. Global journal of enterprise information system. 2. 2010
- Personalized Service-Oriented E-Learning Environments. IEEE INTERNET COMPUTING. 14:62-67. 2010
- Editorial. International journal of intercultural information management . 2. 2010
- Editorial. International Journal of Learning and Change. 4. 2010
- Introduction. International journal of information and operations management education. 3. 2010
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book chapters
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conference contributions
- Imbricando marcadores de rendimiento obtenidos de actividades Wooclap en la toma de decisiones para el apoyo a los estudiantes 2022
- Towards a Cloud-Based University Accelerated by the Pandemic. 1642-1649. 2021
- Assessing gait impairments based on auto-encoded patterns of mahalanobis distances from consecutive steps. 733-740. 2017
- Assessing gait impairments based on average errors from auto-encoded patterns of Mahalanobis distances from series of consecutive steps while walking. 733-740. 2017
- Challenges in using sensors to track users health and wellbeing on a daily basis 2017
- Comparing usability, user experience and learning motivation characteristics of two educational computer games. 143-150. 2017
- A driving assistant to help people with mild cognitive ipairment or early stages of dementia. 347-353. 2016
- A scalable data streaming infrastructure for smart cities. 1-4. 2016
- Creación de un sistema de respuesta de estudiante para mejorar la coordinación de la docencia presencial en asignaturas divididas en grupos. 301-312. 2016
- Estimating the stress for drivers and passengers using deep learning. 1-6. 2016
- Estimation of the optimum speed to minimize the driver stress based on the previous behavior. 31-39. 2016
- Gamifying the classroom: an example with the TV-game "who wants to be a millionaire?". 224-234. 2016
- eMadrid project: ubiquitous learning, adaptation, adaptability and accessibility. 1-4. 2016
- Infraestructuras para gestión de información. 60-61. 2015
- Plataforma para gestión de información de ciudadanos de una SmartCity. 50-53. 2015
- Reducing stress and fuel consumption providing road information. 23-31. 2015
- Reducing stress on habitual journeys. 153-157. 2015
- SmartDriver: an assistant for reducing stress and improve the fuel consumption. 45-52. 2015
- Eco-driving assistants: the way to learn how to reduce fuel consumption. 305-310. 2014
- Eco-driving: energy saving based on driver behavior. 49-54. 2014
- Experiences of running MOOCs and SPOCs at UC3M. 884-891. 2014
- LESY-ECO: Learning system for eco-driving based on the imitation. 351-356. 2014
- The impact of using gamification on the eco-driving learning. 45-52. 2014
- Algorithm for reducing the number and intensity of vehicle accelerations based on a speed adjustment mechanism 2013
- Analysing the impact of built-in and external social tools in a MOOC on educational technologies. 5-18. 2013
- AndroWI: Collaborative System for Fuel Saving Using Android Mobile Devices. 49-55. 2013
- Arquitectura IPTV para STB Basada en Capas de Control Jerárquicas 2013
- GAFU: A game to save fuel using social networks. 151-157. 2013
- Optimizing OSGi Services on Gateways. 155-162. 2013
- M-learning will disrupt educational practices. 1-6. 2012
- Artemisa: an eco-driving assistant for Android Os. 211-215. 2011
- Educational Justifications for the Design of the ISCARE Computer Based Competition Assessment Tool. 289-294. 2011
- Framework for Contextualized Learning Ecosystems. 260-270. 2011
- Towards Parallel Educational Worlds. 1171-1176. 2011
- Towards the Prediction of User Actions on Exercises with Hints Based on Survey Results. 525-530. 2011
- An Approach for the Personalization of Exercises based on Contextualized Attention Metadata and Semantic Web Technologies. 89-91. 2010
- Behavior Effect of Hint Selection Penalties and Availability in an Intelligent Tutoring System. 384-386. 2010
- Evaluating the Effectiveness and Motivational Impact of Replacing a Human Instructor by Mobile Devices for Teaching Network Services Configuration to Telecommunication Engineering Students. 284-288. 2010
- Some Research Questions and Results of UC3M in the eMadrid Excellence Network. 1101-1110. 2010
- Design and Data Analysis of Exercises with Hints. 15-20. 2008
- Early Infrastructure of an Internet of Things in Spaces for Learning. 381-383. 2008
- Exploring NFC For Supporting Mobility In Learning Scenarios 2008
- Exploring Touching Learning Enviroments 2008
- IOT early possibilities in learning scenarios 2008
- Internet de Objetos en Escenarios de Aprendizaje 2008
- Ponencia en E-Activity and Leading Technologies 2008 2008