Claudia Villalonga

According to our database, Claudia Villalonga authored at least 40 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Oresti Banos, Zhoe Comas-Gonzalez, Javier Medina, Aurora Polo Rodríguez, David Gil, Jesús Peral, Sandra Amador, Claudia Villalonga

Int. J. Medical Informatics, 2024

2023

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

David Eneko Ruiz de Gauna, Luis Enrique Sánchez, Almudena Ruiz-Iniesta, Claudia Villalonga, Manuel A. Serrano

J. King Saud Univ. Comput. Inf. Sci., December, 2023

Ambient intelligence for self-care and self-management.

Ramón Hervás, Oresti Baños, Claudia Villalonga

J. Ambient Intell. Humaniz. Comput., 2023

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

Ciro Rodriguez-Leon, Oresti Banos, Oscar Fernandez Mora, Alex Martinez Bedmar, Fernando Rufo Jimenez, Claudia Villalonga

Proceedings of the Advances in Computational Intelligence, 2023

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

Oresti Banos, David Gil, Javier Medina, Adrian Sanchez, Claudia Villalonga

Proceedings of the Advances in Computational Intelligence, 2023

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

Sandra Amador, José Perona, Claudia Villalonga, Jorge Azorin, Oresti Banos, David Gil

Proceedings of the Advances in Computational Intelligence, 2023

2021

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

Oresti Banos, Alberto Calatroni, Miguel Damas, Héctor Pomares, Daniel Roggen, Ignacio Rojas, Claudia Villalonga

Neural Process. Lett., 2021

Facial Expression Interpretation in ASD Using Deep Learning.

Pablo Salgado, Oresti Banos, Claudia Villalonga

Proceedings of the Advances in Computational Intelligence, 2021

Deep Learning for Diabetic Retinopathy Prediction.

Ciro Rodriguez-Leon, William Arevalo, Oresti Banos, Claudia Villalonga

Proceedings of the Advances in Computational Intelligence, 2021

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

Luis de-la-Fuente-Valentín, Elena Verdú, Natalia Padilla Zea, Claudia Villalonga, Xiomara Patricia Blanco-Valencia, Silvia Margarita Baldiris Navarro

Proceedings of the Higher Education Learning Methodologies and Technologies Online, 2021

2019

MobileCogniTracker - A mobile experience sampling tool for tracking cognitive behaviour.

Jan Wohlfahrt-Laymann, Hermie Hermens, Claudia Villalonga, Miriam M. R. Vollenbroek-Hutten, Oresti Banos

J. Ambient Intell. Humaniz. Comput., 2019

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

Oresti Banos, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga

Proceedings of the Advances in Computational Intelligence, 2019

2018

Human Behaviour Analysis through Smartphones.

Kostas Konsolakis, Hermie Hermens, Claudia Villalonga, Miriam M. R. Vollenbroek-Hutten, Oresti Banos

Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018

Enabling remote assessment of cognitive behaviour through mobile experience sampling.

Jan Wohlfahrt-Laymann, Hermie Hermens, Claudia Villalonga, Miriam M. R. Vollenbroek-Hutten, Oresti Banos

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

2017

mlCAF: Multi-Level Cross-Domain Semantic Context Fusioning for Behavior Identification.

Muhammad Asif Razzaq, Claudia Villalonga, Sungyoung Lee, Usman Akhtar, Maqbool Ali, Eun-Soo Kim, Asad Masood Khattak, Hyonwoo Seung, Tae Ho Hur, Jae Hun Bang, Dohyeong Kim, Wajahat Ali Khan

Sensors, 2017

MIMU-Wear: Ontology-based sensor selection for real-world wearable activity recognition.

Claudia Villalonga, Héctor Pomares, Ignacio Rojas, Oresti Banos

Neurocomputing, 2017

Automatic Mapping of Motivational Text Messages into Ontological Entities for Smart Coaching Applications.

Claudia Villalonga, Harm op den Akker, Hermie Hermens, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Oresti Banos

Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017

Ontological modeling of motivational messages for physical activity coaching.

Claudia Villalonga, Harm op den Akker, Hermie Hermens, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Oresti Banos

Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017

2016

Ontology-Based High-Level Context Inference for Human Behavior Identification.

Claudia Villalonga, Muhammad Asif Razzaq, Wajahat Ali Khan, Héctor Pomares, Ignacio Rojas, Sungyoung Lee, Oresti Baños

Sensors, 2016

Human Behavior Analysis by Means of Multimodal Context Mining.

Oresti Baños, Claudia Villalonga, Jae Hun Bang, Tae Ho Hur, Dong Uk Kang, Sang Beom Park, Thien Huynh-The, Le-Ba Vui, Muhammad Bilal Amin, Muhammad Asif Razzaq, Wajahat Ali Khan, Choong Seon Hong, Sungyoung Lee

Sensors, 2016

Analysis of the Innovation Outputs in mHealth for Patient Monitoring.

Claudia Villalonga, Héctor Pomares, Oresti Baños

Proceedings of the 15th International Conference on Ubiquitous Computing and 8th Communications and International Symposium on Cyberspace Safety and Security, 2016

2015

mDurance: A Novel Mobile Health System to Support Trunk Endurance Assessment.

Oresti Banos, José Antonio Moral-Muñoz, Ignacio Diaz Reyes, Manuel Arroyo Morales, Miguel Damas, Enrique Herrera-Viedma, Choong Seon Hong, Sungyong Lee, Héctor Pomares, Ignacio Rojas, Claudia Villalonga

Sensors, 2015

Multi-sensor Fusion Based on Asymmetric Decision Weighting for Robust Activity Recognition.

Oresti Baños, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga

Neural Process. Lett., 2015

An Ontology for Dynamic Sensor Selection in Wearable Activity Recognition.

Claudia Villalonga, Oresti Baños, Héctor Pomares, Ignacio Rojas Ruiz

Proceedings of the Bioinformatics and Biomedical Engineering, 2015

Ontological Sensor Selection for Wearable Activity Recognition.

Claudia Villalonga, Oresti Banos, Héctor Pomares, Ignacio Rojas Ruiz

Proceedings of the Advances in Computational Intelligence, 2015

Multiwindow Fusion for Wearable Activity Recognition.

Oresti Baños, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas Ruiz, Claudia Villalonga, Choong Seon Hong, Sungyoung Lee

Proceedings of the Advances in Computational Intelligence, 2015

High-Level Context Inference for Human Behavior Identification.

Claudia Villalonga, Oresti Banos, Wajahat Ali Khan, Taqdir Ali, Muhammad Asif Razzaq, Sungyoung Lee, Héctor Pomares, Ignacio Rojas

Proceedings of the Ambient Assisted Living. ICT-Based Solutions in Real Life Situations, 2015

On the Development of a Real-Time Multi-sensor Activity Recognition System.

Oresti Banos, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga, Sungyoung Lee

Proceedings of the Ambient Assisted Living. ICT-Based Solutions in Real Life Situations, 2015

Facilitating trunk endurance assessment by means of mobile health technologies.

Oresti Baños, Jae Hun Bang, Dong Uk Kang, Choong Seon Hong, Sungyoung Lee, José Antonio Moral-Muñoz, Miguel Damas, Ignacio Diaz Reyes, Héctor Pomares, Ignacio Rojas, Claudia Villalonga, Manuel Arroyo Morales

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Mining human behavior for health promotion.

Oresti Baños, Jae Hun Bang, Tae Ho Hur, Muhammad Hameed Siddiqi, Huynh-The Thien, Le-Ba Vui, Wajahat Ali Khan, Taqdir Ali, Claudia Villalonga, Sungyoung Lee

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

mHealthDroid: A Novel Framework for Agile Development of Mobile Health Applications.

Oresti Baños, Rafael García, Juan Antonio Holgado Terriza, Miguel Damas, Héctor Pomares, Ignacio Rojas Ruiz, Alejandro Saez, Claudia Villalonga

Proceedings of the Ambient Assisted Living and Daily Activities, 2014

2011

Dynamic Formation of Business Networks: A Framework for 'Quality of Information'-Based Discovery of Resources.

Markus Eurich, Claudia Villalonga, Roman Boutellier

Int. J. Appl. Logist., 2011

2010

Modeling of sensor data and context for the Real World Internet.

Claudia Villalonga, Martin Bauer, Vincent A. Huang, Jesús Bernat, Payam M. Barnaghi

Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010

The SENSEI Real World Internet Architecture.

Vlasios Tsiatsis, Alexander Gluhak, Tim Bauge, Frederic Montagut, Jesús Bernat, Martin Bauer, Claudia Villalonga, Payam M. Barnaghi, Srdjan Krco

Proceedings of the Towards the Future Internet - Emerging Trends from European Research, 2010

A Resource Model for the Real World Internet.

Claudia Villalonga, Martin Bauer, Fernando López Aguilar, Vincent A. Huang, Martin Strohbach

Proceedings of the Smart Sensing and Context - 5th European Conference, 2010

Identifying Important Action Primitives for High Level Activity Recognition.

Atif Manzoor, Claudia Villalonga, Alberto Calatroni, Hong Linh Truong, Daniel Roggen, Schahram Dustdar, Gerhard Tröster

Proceedings of the Smart Sensing and Context - 5th European Conference, 2010

2009

Bringing Quality of Context into Wearable Human Activity Recognition Systems.

Claudia Villalonga, Daniel Roggen, Clemens Lombriser, Piero Zappi, Gerhard Tröster

Proceedings of the Quality of Context, First International Workshop, 2009

Context Cells: Towards Lifelong Learning in Activity Recognition Systems.

Alberto Calatroni, Claudia Villalonga, Daniel Roggen, Gerhard Tröster

Proceedings of the Smart Sensing and Context, 4th European Conference, 2009

2007

Context sessions: a novel approach for scalable context management in NGN networks.

Martin Strohbach, Martin Bauer, Ernö Kovacs, Claudia Villalonga, Nils Richter

Proceedings of the Workshop on Middleware for Next-Generation Converged Networks and Applications, 2007

Mobile Ontology: Towards a Standardized Semantic Model for the Mobile Domain.

Claudia Villalonga, Martin Strohbach, Niels Snoeck, Michael Sutterer, Mariano Belaunde, Ernö Kovacs, Anna V. Zhdanova, Laurent-Walter Goix, Olaf Droegehorn

Proceedings of the Service-Oriented Computing, 2007