Publicaciones (55) Publicaciones de CLAUDIA VILLALONGA PALLISER

2024

  1. Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review

    International Journal of Medical Informatics, Vol. 187

2023

  1. A Deep Transfer Learning Approach to Support Opportunistic Wearable Activity Recognition

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Ambient intelligence for self-care and self-management

    Journal of Ambient Intelligence and Humanized Computing

  3. Deep Learning Approaches Applied to MRI and PET Image Classification of Kidney Tumours: A Systematic Review

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Prediction of Blood Glucose Levels in Patients with Type 1 Diabetes via LSTM Neural Networks

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. T1DiabetesGranada: a longitudinal multi-modal dataset of type 1 diabetes mellitus

    Scientific Data

  6. Towards an integrated swarm intelligence framework for urban mobility:A systematic review and proposed theoretical model

    Journal of King Saud University - Computer and Information Sciences, Vol. 35, Núm. 10

2022

  1. Development of a digital factory using automation simulation tools

    15th International Conference of Technology, Learning and Teaching of Electronics, TAEE 2022 - Proceedings

  2. HIGEA: An Intelligent Conversational Agent to Detect Caregiver Burden

    International Journal of Environmental Research and Public Health, Vol. 19, Núm. 23

  3. Semiautomatic Grading of Short Texts for Open Answers in Higher Education

    Communications in Computer and Information Science

2021

  1. Deep Learning for Diabetic Retinopathy Prediction

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Facial Expression Interpretation in ASD Using Deep Learning

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Mobile and wearable technology for the monitoring of diabetes-related parameters: Systematic review

    JMIR mHealth and uHealth, Vol. 9, Núm. 6

  4. Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning

    Neural Processing Letters, Vol. 53, Núm. 5, pp. 3169-3197

  5. Ubiquitous technologies for emotion recognition

    Applied Sciences (Switzerland)

2020

  1. Análisis del uso de asistentes virtuales en el aula como recurso complementario en la práctica docente

    Enseñanza y aprendizaje de ingeniería de computadores: Revista de Experiencias Docentes en Ingeniería de Computadores, Núm. 10, pp. 61-66

  2. Estudio de la influencia del confinamiento debido a la COVID-19 en padres, alumnado y profesorado en ESO y FP

    Enseñanza y aprendizaje de ingeniería de computadores: Revista de Experiencias Docentes en Ingeniería de Computadores, Núm. 10, pp. 39-48

  3. Multi-agent systems in the field of urbane-mobility: A Systematic Review

    IEEE Latin America Transactions, Vol. 18, Núm. 12, pp. 2186-2195

2019

  1. Comparative analysis of supervised learning algorithms for the detection of falls

    RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, Vol. 2019, Núm. E22, pp. 269-281

  2. Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized Data Subwindows

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)