List of works - Mario Muñoz Organero

A Survey of the Selenium Ecosystem

scientific article published on 30 June 2020

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

scientific article published in June 2023

A software engineering model for the development of adaptation rules and its application in a hinting adaptive e-learning system

scientific article published in 2015

Accessible Routes Integrating Data from Multiple Sources

scientific article published on 26 December 2020

Active Labeling Correction of Mealtimes and the Appearance of Types of Carbohydrates in Type 1 Diabetes Information Records

scientific article published on 24 September 2023

Adapting the Speed of Reproduction of Audio Content and Using Text Reinforcement for Maximizing the Learning Outcome though Mobile Phones

scientific article published in July 2011

Algorithm for the Comparison of Human Periodic Movements Using Wearable Devices

scientific article published in 2021

An adaptive and innovative question-driven competition-based intelligent tutoring system for learning

scientific article published in June 2012

Analysing the Impact of Built-In and External Social Tools in a MOOC on Educational Technologies

Artemisa: A Personal Driving Assistant for Fuel Saving

scientific article published in October 2016

Artemisa: An eco-driving assistant for Android Os

scientific article published in September 2011

Assessing Walking Strategies Using Insole Pressure Sensors for Stroke Survivors.

scientific article

Automated driver management for Selenium WebDriver

scientific article published on 23 July 2021

Automatic Extraction and Detection of Characteristic Movement Patterns in Children with ADHD Based on a Convolutional Neural Network (CNN) and Acceleration Images

scholarly article by Mario Muñoz-Organero et al published 14 November 2018 in Sensors

Automatic detection of traffic lights, street crossings and urban roundabouts combining outlier detection and deep learning classification techniques based on GPS traces while driving

scientific article published in March 2018

Can Gamification Improve the Benefits of Student Response Systems in Learning? An Experimental Study

scientific article published in July 2016

Comparing Usability, User Experience and Learning Motivation Characteristics of Two Educational Computer Games

scientific article published in 2017

Content Modeling in Smart Learning Environments: A systematic literature review

scientific article published on 28 March 2024

Deep Physiological Model for Blood Glucose Prediction in T1DM Patients

scientific article published on 13 July 2020

Deep Spatiotemporal Model for COVID-19 Forecasting

scientific article published on 5 May 2022

Delving into Participants’ Profiles and Use of Social Tools in MOOCs

Design of a Speed Assistant to Minimize the Driver Stress

scientific article published on 6 September 2017

Detecting Different Road Infrastructural Elements Based on the Stochastic Characterization of Speed Patterns

Detecting Steps Walking at very Low Speeds Combining Outlier Detection, Transition Matrices and Autoencoders from Acceleration Patterns.

scientific article published on 5 October 2017

Discovering Regions Where Users Drive Inefficiently on Regular Journeys

scientific article published in February 2015

Discovering the campus together: A mobile and computer-based learning experience

scientific article published in January 2012

Editorial for the Special Issue “Personal Health and Wellbeing Intelligent Systems Based on Wearable and Mobile Technologies”

scientific article published in March 2018

Educational Justifications for the Design of the ISCARE Computer Based Competition Assessment Tool

scientific article published in 2011

Enhancement of Student Learning Through the Use of a Hinting Computer e-Learning System and Comparison With Human Teachers

scientific article published in February 2011

Enriching Public displays Ads Recommendations using an Individual

scientific article published on 3 June 2014

Estimation of the Optimum Speed to Minimize the Driver Stress Based on the Previous Behavior

scientific article published in 2016

Evaluation of outlier detection algorithms for traffic congestion assessment in smart city traffic data from vehicle sensors

scientific article published in 2018

Experiences of running MOOCs and SPOCs at UC3M

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

scientific article published in 2023

Extending Google Course Builder With Real-World Projects in a Master’s Course

scientific article published in February 2015

Flex-box: A flexible software architecture for IPTV set-top boxes

scientific article published in September 2012

Framework for Contextualized Learning Ecosystems

scientific article published in 2011

GAFU: Using a Gamification Tool to Save Fuel

scientific article published in 2015

GAMIFYING THE CLASSROOM: AN EXAMPLE WITH THE TV-GAME “WHO WANTS TO BE A MILLIONAIRE?”

scientific article published in March 2016

Gait-Based Identification Using Deep Recurrent Neural Networks and Acceleration Patterns

scientific article published on 03 December 2020

Human Movement Recognition Based on the Stochastic Characterisation of Acceleration Data

scientific article

Identification of Walking Strategies of People With Osteoarthritis of the Knee Using Insole Pressure Sensors

scientific article published on 15 June 2017

Improving Accuracy and Simplifying Training in Fingerprinting-Based Indoor Location Algorithms at Room Level

scholarly article by Mario Muñoz-Organero & Claudia Brito-Pacheco published 2016 in Mobile Information Systems

Learning Carbohydrate Digestion and Insulin Absorption Curves Using Blood Glucose Level Prediction and Deep Learning Models

scientific article published on 20 July 2021

M-learning will disrupt educational practices

scientific article published in April 2012

Motivation and Emotions in Competition Systems for Education: An Empirical Study

scientific article published in August 2014

Motivation and Emotions in Competition Systems for Education: An Empirical Study

Optimizing OSGi Services on Gateways

scientific article published in 2013

Optimizing resources on gateways using OSGi

scientific article published in January 2012

Outlier Detection in Wearable Sensor Data for Human Activity Recognition (HAR) Based on DRNNs

scientific article published in 2019

Pervasive Learning Activities for the LMS .LRN through Android Mobile Devices with NFC Support

scientific article published in July 2012

Predicting Upcoming Values of Stress While Driving

scientific article published in July 2017

Prediction of motorcyclist stress using a heartrate strap, the vehicle telemetry and road information

scientific article published on 11 August 2017

Recognizing Human Activity in Free-Living Using Multiple Body-Worn Accelerometers

scientific article published on 15 August 2017

Recommending Ads from Trustworthy Relationships in Pervasive Environments

Reducing Stress and Fuel Consumption Providing Road Information

scientific article published in 2015

Reducing stress and fuel consumption providing road information

scientific article published on 15 December 2014

Reducing stress on habitual journeys

scientific article published in September 2015

Selenium-Jupiter: A JUnit 5 extension for Selenium WebDriver

scientific article published in July 2022

Sending Learning Pills to Mobile Devices in Class to Enhance Student Performance and Motivation in Network Services Configuration Courses

scientific article published in February 2012

Sensor Optimization in Smart Insoles for Post-Stroke Gait Asymmetries Using Total Variation and L 1 Distances

scientific article published on 15 May 2017

Space-Distributed Traffic-Enhanced LSTM-Based Machine Learning Model for COVID-19 Incidence Forecasting

scientific article published in 2022

Specification and Unattended Deployment of Home Networks at the Edge of the Network

scientific article published in November 2020

The Effect of Different Features for Educational Computer-Based Competition Environments

scientific article published in October 2018

The Impact of Using Gamification on the Eco-driving Learning

scientific article published in 2014

Time-Elastic Generative Model for Acceleration Time Series in Human Activity Recognition.

scientific article published on 8 February 2017

Tourist Experiences Recommender System Based on Emotion Recognition with Wearable Data

scientific article published on 25 November 2021

Toward Safer Highways: Predicting Driver Stress in Varying Conditions on Habitual Routes

scientific article published in December 2017

Using Absorption Models for Insulin and Carbohydrates and Deep Leaning to Improve Glucose Level Predictions

scientific article published on 4 August 2021

Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS)

scientific article published in 2019

Using Multivariate Outliers from Smartphone Sensor Data to Detect Physical Barriers While Walking in Urban Areas

scientific article published on 26 October 2020

Using Recurrent Neural Networks to Compare Movement Patterns in ADHD and Normally Developing Children Based on Acceleration Signals from the Wrist and Ankle

scientific article published on 03 July 2019

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

scientific article published on 14 September 2023

Validating the Impact on Reducing Fuel Consumption by Using an EcoDriving Assistant Based on Traffic Sign Detection and Optimal Deceleration Patterns

scientific article published in June 2013

List of works by Mario Muñoz Organero

A Survey of the Selenium Ecosystem

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

A software engineering model for the development of adaptation rules and its application in a hinting adaptive e-learning system

Accessible Routes Integrating Data from Multiple Sources

Active Labeling Correction of Mealtimes and the Appearance of Types of Carbohydrates in Type 1 Diabetes Information Records

Adapting the Speed of Reproduction of Audio Content and Using Text Reinforcement for Maximizing the Learning Outcome though Mobile Phones

Algorithm for the Comparison of Human Periodic Movements Using Wearable Devices

An adaptive and innovative question-driven competition-based intelligent tutoring system for learning

Analysing the Impact of Built-In and External Social Tools in a MOOC on Educational Technologies

Artemisa: A Personal Driving Assistant for Fuel Saving

Artemisa: A Personal Driving Assistant for Fuel Saving

Artemisa: An eco-driving assistant for Android Os

Assessing Walking Strategies Using Insole Pressure Sensors for Stroke Survivors.

Automated driver management for Selenium WebDriver

Automatic Extraction and Detection of Characteristic Movement Patterns in Children with ADHD Based on a Convolutional Neural Network (CNN) and Acceleration Images

Automatic detection of traffic lights, street crossings and urban roundabouts combining outlier detection and deep learning classification techniques based on GPS traces while driving

Can Gamification Improve the Benefits of Student Response Systems in Learning? An Experimental Study

Comparing Usability, User Experience and Learning Motivation Characteristics of Two Educational Computer Games

Content Modeling in Smart Learning Environments: A systematic literature review

Deep Physiological Model for Blood Glucose Prediction in T1DM Patients

Deep Spatiotemporal Model for COVID-19 Forecasting

Delving into Participants’ Profiles and Use of Social Tools in MOOCs

Design of a Speed Assistant to Minimize the Driver Stress

Detecting Different Road Infrastructural Elements Based on the Stochastic Characterization of Speed Patterns

Detecting Steps Walking at very Low Speeds Combining Outlier Detection, Transition Matrices and Autoencoders from Acceleration Patterns.

Discovering Regions Where Users Drive Inefficiently on Regular Journeys

Discovering Regions Where Users Drive Inefficiently on Regular Journeys

Discovering the campus together: A mobile and computer-based learning experience

Editorial for the Special Issue “Personal Health and Wellbeing Intelligent Systems Based on Wearable and Mobile Technologies”

Educational Justifications for the Design of the ISCARE Computer Based Competition Assessment Tool

Enhancement of Student Learning Through the Use of a Hinting Computer e-Learning System and Comparison With Human Teachers

Enriching Public displays Ads Recommendations using an Individual

Estimation of the Optimum Speed to Minimize the Driver Stress Based on the Previous Behavior

Evaluation of outlier detection algorithms for traffic congestion assessment in smart city traffic data from vehicle sensors

Experiences of running MOOCs and SPOCs at UC3M

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

Extending Google Course Builder With Real-World Projects in a Master’s Course

Flex-box: A flexible software architecture for IPTV set-top boxes

Framework for Contextualized Learning Ecosystems

GAFU: Using a Gamification Tool to Save Fuel

GAFU: Using a Gamification Tool to Save Fuel

GAMIFYING THE CLASSROOM: AN EXAMPLE WITH THE TV-GAME “WHO WANTS TO BE A MILLIONAIRE?”

Gait-Based Identification Using Deep Recurrent Neural Networks and Acceleration Patterns

Human Movement Recognition Based on the Stochastic Characterisation of Acceleration Data

Identification of Walking Strategies of People With Osteoarthritis of the Knee Using Insole Pressure Sensors

Improving Accuracy and Simplifying Training in Fingerprinting-Based Indoor Location Algorithms at Room Level

Learning Carbohydrate Digestion and Insulin Absorption Curves Using Blood Glucose Level Prediction and Deep Learning Models

M-learning will disrupt educational practices

Motivation and Emotions in Competition Systems for Education: An Empirical Study

Motivation and Emotions in Competition Systems for Education: An Empirical Study

Optimizing OSGi Services on Gateways

Optimizing resources on gateways using OSGi

Outlier Detection in Wearable Sensor Data for Human Activity Recognition (HAR) Based on DRNNs

Outlier Detection in Wearable Sensor Data for Human Activity Recognition (HAR) Based on DRNNs

Pervasive Learning Activities for the LMS .LRN through Android Mobile Devices with NFC Support

Predicting Upcoming Values of Stress While Driving

Predicting Upcoming Values of Stress While Driving

Prediction of motorcyclist stress using a heartrate strap, the vehicle telemetry and road information

Recognizing Human Activity in Free-Living Using Multiple Body-Worn Accelerometers

Recognizing Human Activity in Free-Living Using Multiple Body-Worn Accelerometers

Recommending Ads from Trustworthy Relationships in Pervasive Environments

Reducing Stress and Fuel Consumption Providing Road Information

Reducing stress and fuel consumption providing road information

Reducing stress on habitual journeys

Reducing stress on habitual journeys

Selenium-Jupiter: A JUnit 5 extension for Selenium WebDriver

Sending Learning Pills to Mobile Devices in Class to Enhance Student Performance and Motivation in Network Services Configuration Courses

Sensor Optimization in Smart Insoles for Post-Stroke Gait Asymmetries Using Total Variation and L 1 Distances

Space-Distributed Traffic-Enhanced LSTM-Based Machine Learning Model for COVID-19 Incidence Forecasting

Specification and Unattended Deployment of Home Networks at the Edge of the Network

Specification and Unattended Deployment of Home Networks at the Edge of the Network

The Effect of Different Features for Educational Computer-Based Competition Environments

The Impact of Using Gamification on the Eco-driving Learning

Time-Elastic Generative Model for Acceleration Time Series in Human Activity Recognition.

Tourist Experiences Recommender System Based on Emotion Recognition with Wearable Data

Toward Safer Highways: Predicting Driver Stress in Varying Conditions on Habitual Routes

Using Absorption Models for Insulin and Carbohydrates and Deep Leaning to Improve Glucose Level Predictions

Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS)

Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS)