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Listar por autor "Moreno-Ger, Pablo"
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A New Model for Brain Tumor Detection Using Ensemble Transfer Learning and Quantum Variational Classifier
Amin, Javeria; Anjum, Muhammad Almas; Sharif, Muhammad; Jabeen, Saima; Kadry, Seifedine; Moreno-Ger, Pablo (Computational Intelligence and Neuroscience, 2022)A brain tumor is an abnormal enlargement of cells if not properly diagnosed. Early detection of a brain tumor is critical for clinical practice and survival rates. Brain tumors arise in a variety of shapes, sizes, and ... -
Agile development of multiplatform educational video games using a Domain-Specific Language
González García, Cristian; Núñez-Valdez, Edward Rolando; Moreno-Ger, Pablo; González-Crespo, Rubén; Pelayo García-Bustelo, B. Cristina; Cueva Lovelle, Juan Manuel (Universal Access in the Information Society, 25/07/2019)Educational video games are becoming an increasingly popular alternative in the academic field. However, video game development is a very complex task that requires programming skills and knowledge of multiple technologies, ... -
Application of Competitive Activities to Improve Students' Participation
Francisco, Virginia; Moreno-Ger, Pablo; Hervás, Raquel (IEEE Transactions on Learning Technologies, 2022)Making students become intrinsically motivated to participate in daily class activities is an open challenge that has been addressed in different ways. In this article, we evaluate the impact of an educational innovation ... -
Challenges of online higher education in the face of the sustainability objectives of the united nations: Carbon footprint, accessibility and social inclusion
Perales, Mikel ; Pedraza, Luis ; Moreno-Ger, Pablo ; Bocos, Elvira (Sustainability (Switzerland), 01/10/2019)This article analyses three of the Sustainable Development Goals (SDGs) gathered by the 2030 Agenda and adopted by the United Nations, and how online educational models may help to reach these goals. Specifically, the three ... -
Cognitive Evaluation of Examinees by Dynamic Question Set Generation based on Bloom’s Taxonomy
Dutta, Anjan; Chatterjee, Punyasha; Dey, Nilanjan; Moreno-Ger, Pablo; Sen, Soumya (IETE Journal of Research, 2023)Educational data mining (EDM) is an emerging topic in recent years steered by data mining and machine learning techniques to enhance students’ overall learning experience and academic progress. In recent years EDM techniques ... -
Comparison of Clustering Algorithms for Learning Analytics with Educational Datasets
Martínez Navarro, Álvaro; Moreno-Ger, Pablo (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2018)Learning Analytics is becoming a key tool for the analysis and improvement of digital education processes, and its potential benefit grows with the size of the student cohorts generating data. In the context of Open ... -
Design Thinking para la superación de la brecha digital en educación
Salgado Castro, Carlos Javier; Baena, Luis Rodríguez; Moreno-Ger, Pablo (Iberian Conference on Information Systems and Technologies, CISTI, 2022)La era digital supone nuevas oportunidades para acercar la educación a comunidades tradicionalmente excluidas de los sistemas educativos, sin embargo, mientras no se supere la brecha digital, los ciudadanos experimentarán ... -
Explainable prediction of chronic renal disease in the Colombian population using neural networks and case-based reasoning
Vásquez-Morales, Gabriel R.; Martínez-Monterrubio, Sergio M.; Moreno-Ger, Pablo ; Recio-García, Juan A. (IEEE Access, 2019)This paper presents a neural network-based classifier to predict whether a person is at risk of developing chronic kidney disease (CKD). The model is trained with the demographic data and medical care information of two ... -
Hierarchical Clustering to Identify Emotional Human Behavior in Online Classes: The Teacher’s Point of View
Arias, Susana; Moreno-Ger, Pablo ; Verdú, Elena (Lecture notes in networks and systems, 2020)Teacher and student emotions are a fundamental basis in the development of the teaching-learning process. In this paper, we aim to verify whether it is possible for the emotions that are registered on a teacher’s face to ... -
El impacto del diseño de actividades en el plagio de Internet en educación superior
Gómez-Espinosa, María ; Francisco, Virginia; Moreno-Ger, Pablo (Comunicar, 07/2016)El objetivo de este trabajo es comprender mejor la naturaleza del plagio en la Educación Superior. Analizamos una serie de actividades en un curso on-line de nivel universitario, con el objetivo de encontrar qué tareas ... -
Introduction: Intelligent Learning Assessment in Serious Games
Berta, Riccardo; Moreno-Ger, Pablo (Editorial Material, 03/2018)There is a consensus that Serious Games (SGs) have a potential as a tool for education, and the conversation is no longer about whether it makes sense to use SGs in education, but how to exploit their potential to become ... -
Jugar correctamente: validación empírica de la escala Gamertype para el aprendizaje basado en juegos en la educación superior
Prieto Andreu, Joel Manuel; Moreno-Ger, Pablo (Revista Española de Pedagogía, 2024)El interés creciente por la aplicación de diseños gamificados en la educación superior se ve cuestionado por un nivel de aceptación desigual de los alumnos. Cada jugador siente atracción por el juego por distintos motivos ... -
Machine Learning and Student Activity to Predict Academic Grades in Online Settings in Latam
Moreno-Ger, Pablo ; Burgos, Daniel (Springer Science and Business Media Deutschland GmbH, 2021)In the past few years, interest in applying intelligent data-mining techniques to educational datasets has increased rapidly, with goals ranging from identifying students who need further support to being able to infer or ... -
Mining Pre-Grade Academic and Demographic Data to Predict University Dropout
Martínez Navarro, Álvaro; Verdú, Elena ; Moreno-Ger, Pablo (Springer Science and Business Media Deutschland GmbH, 2021)Digital transformation is enabling institutions to enhance their processes by using data and technology. In education, digital transformation allows improving the learning experience as well as the institution processes. ... -
New Digital Tools to Teach Soft Skills and Sustainability for the Labor Market: Gamification as a Tool for Competency Acquisition in Realistic Contexts
López, Aída; McGowan, Nadia; Burgos, Daniel; Moreno-Ger, Pablo (Lecture Notes in Computer Science, 2023)This article describes the Compete! educational game, developed within the European Erasmus + framework, which aims to teach soft skills to higher education students to increase their employability. A participatory learning ... -
Rapid modeling of human-defined AI behavior patterns in games
Posada Trobo, Ismael; García Díaz, Vicente; Pascual Espada, Jordán; González-Crespo, Rubén ; Moreno-Ger, Pablo (Journal of Ambient Intelligence and Humanized Computing, 07/2019)The creation of computer and videogames is a challenging and multidisciplinary endeavor, requiring different approaches to integrate different disciplines while keeping relatively low development costs. In this context, ... -
ResNet18 Supported Inspection of Tuberculosis in Chest Radiographs With Integrated Deep, LBP, and DWT Features
Rajinikanth, Venkatesan; Kadry, Seifedine; Moreno-Ger, Pablo (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)The lung is a vital organ in human physiology and disease in lung causes various health issues. The acute disease in lung is a medical emergency and hence several methods are developed and implemented to detect the lung ... -
Securing IoT-based Smart Healthcare Systems by using Advanced Lightweight Privacy-Preserving Authentication Scheme
Das, Sangjukta; Namasudra, Suyel; Deb, Suman; Moreno-Ger, Pablo; González-Crespo, Rubén (IEEE Internet of Things Journal, 2023)In the healthcare network, the Internet of Things (IoT) devices are connected to the network for enabling remote monitoring of patients' health. IoT Device (IoTD) security, however, is a serious concern because typical ... -
Smart green ocean underwater IoT network by ICA-based acoustic blind MIMO OFDM transceiver With analysis of acoustic channel sparsity and blind estimation efficinecy in data rate and energy consumption
Khosravy, Mahdi; Gupta, Neeraj; Dey, Nilanjan; Moreno-Ger, Pablo (Earth science informatics, 2021)Multi-Input Multi-Output (MIMO) telecommunication systems with Orthogonal Frequency Division Modulation (OFDM) scheme support high rate data exchange which can be efficiently applied to the fast-growing networks of Internet ... -
The Case for Serious Games Analytics
Moreno-Ger, Pablo ; Burgos, Daniel (Radical Solutions and Learning Analytics. Lecture Notes in Educational Technology, 2020)Learning analytics have become a solidly established line of research, leveraging the large amounts of data that students generate while interacting with online materials such as those stored in a learning management system ...