Claudia Villalonga

42 papers Journal 13Unranked 29

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Assessing Bias in the Evaluation of Blood Glucose Prediction Models. IWANN (1) Ciro Rodriguez-Leon, Maria Dolores Aviles, Oresti Banos, Pablo Lopez-Ibarra, Manuel Munoz-Torres, Miguel Quesada-Charneco, Claudia Villalonga
2024	J	`jnl`	Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review. CoRR Oresti Banos, Zhoe Comas-Gonzalez, Javier Medina, Aurora Polo Rodríguez, David Gil, Jesús Peral, Sandra Amador, Claudia Villalonga
2024	J	`jnl`	Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review. Int. J. Medical Informatics Oresti Banos, Zhoe Comas-Gonzalez, Javier Medina, Aurora Polo Rodríguez, David Gil, Jesús Peral, Sandra Amador, Claudia Villalonga
2023	—	`conf`	A Deep Transfer Learning Approach to Support Opportunistic Wearable Activity Recognition. IWANN (1) Oresti Banos, David Gil, Javier Medina, Adrian Sanchez, Claudia Villalonga
2023	J	`jnl`	Ambient intelligence for self-care and self-management. J. Ambient Intell. Humaniz. Comput. Ramón Hervás, Oresti Baños, Claudia Villalonga
2023	—	`conf`	Deep Learning Approaches Applied to MRI and PET Image Classification of Kidney Tumours: A Systematic Review. IWANN (2) Sandra Amador, José Perona, Claudia Villalonga, Jorge Azorin, Oresti Banos, David Gil
2023	—	`conf`	Prediction of Blood Glucose Levels in Patients with Type 1 Diabetes via LSTM Neural Networks. IWANN (1) Ciro Rodriguez-Leon, Oresti Banos, Oscar Fernandez Mora, Alex Martinez Bedmar, Fernando Rufo Jimenez, Claudia Villalonga
2023	J	`jnl`	Towards an integrated swarm intelligence framework for urban mobility:A systematic review and proposed theoretical model. J. King Saud Univ. Comput. Inf. Sci. David Eneko Ruiz de Gauna, Luis Enrique Sánchez, Almudena Ruiz-Iniesta, Claudia Villalonga, Manuel A. Serrano
2021	—	`conf`	Deep Learning for Diabetic Retinopathy Prediction. IWANN (1) Ciro Rodriguez-Leon, William Arevalo, Oresti Banos, Claudia Villalonga
2021	—	`conf`	Facial Expression Interpretation in ASD Using Deep Learning. IWANN (1) Pablo Salgado, Oresti Banos, Claudia Villalonga
2021	J	`jnl`	Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning. Neural Process. Lett. Oresti Banos, Alberto Calatroni, Miguel Damas, Héctor Pomares, Daniel Roggen, Ignacio Rojas, Claudia Villalonga
2021	—	`conf`	Semiautomatic Grading of Short Texts for Open Answers in Higher Education. HELMeTO Luis de-la-Fuente-Valentín, Elena Verdú, Natalia Padilla Zea, Claudia Villalonga, Xiomara Patricia Blanco-Valencia, Silvia Margarita Baldiris Navarro
2019	—	`conf`	Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized Data Subwindows. IWANN (1) Oresti Banos, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga
2019	J	`jnl`	MobileCogniTracker - A mobile experience sampling tool for tracking cognitive behaviour. J. Ambient Intell. Humaniz. Comput. Jan Wohlfahrt-Laymann, Hermie Hermens, Claudia Villalonga, Miriam M. R. Vollenbroek-Hutten, Oresti Banos
2018	—	`conf`	Enabling remote assessment of cognitive behaviour through mobile experience sampling. PerCom Workshops Jan Wohlfahrt-Laymann, Hermie Hermens, Claudia Villalonga, Miriam M. R. Vollenbroek-Hutten, Oresti Banos
2018	—	`conf`	Human Behaviour Analysis through Smartphones. UCAmI Kostas Konsolakis, Hermie Hermens, Claudia Villalonga, Miriam M. R. Vollenbroek-Hutten, Oresti Banos
2017	—	`conf`	Automatic Mapping of Motivational Text Messages into Ontological Entities for Smart Coaching Applications. UCAmI Claudia Villalonga, Harm op den Akker, Hermie Hermens, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Oresti Banos
2017	J	`jnl`	MIMU-Wear: Ontology-based sensor selection for real-world wearable activity recognition. Neurocomputing Claudia Villalonga, Héctor Pomares, Ignacio Rojas, Oresti Banos
2017	—	`conf`	Ontological modeling of motivational messages for physical activity coaching. PervasiveHealth Claudia Villalonga, Harm op den Akker, Hermie Hermens, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Oresti Banos
2017	J	`jnl`	mlCAF: Multi-Level Cross-Domain Semantic Context Fusioning for Behavior Identification. Sensors 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
2016	—	`conf`	Analysis of the Innovation Outputs in mHealth for Patient Monitoring. IUCC-CSS Claudia Villalonga, Héctor Pomares, Oresti Baños
2016	J	`jnl`	Human Behavior Analysis by Means of Multimodal Context Mining. Sensors 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
2016	J	`jnl`	Ontology-Based High-Level Context Inference for Human Behavior Identification. Sensors Claudia Villalonga, Muhammad Asif Razzaq, Wajahat Ali Khan, Héctor Pomares, Ignacio Rojas, Sungyoung Lee, Oresti Baños
2015	—	`conf`	An Ontology for Dynamic Sensor Selection in Wearable Activity Recognition. IWBBIO (2) Claudia Villalonga, Oresti Baños, Héctor Pomares, Ignacio Rojas Ruiz
2015	—	`conf`	Facilitating trunk endurance assessment by means of mobile health technologies. UbiComp/ISWC Adjunct 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
2015	—	`conf`	High-Level Context Inference for Human Behavior Identification. IWAAL Claudia Villalonga, Oresti Banos, Wajahat Ali Khan, Taqdir Ali, Muhammad Asif Razzaq, Sungyoung Lee, Héctor Pomares, Ignacio Rojas
2015	—	`conf`	Mining human behavior for health promotion. EMBC 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
2015	J	`jnl`	Multi-sensor Fusion Based on Asymmetric Decision Weighting for Robust Activity Recognition. Neural Process. Lett. Oresti Baños, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga
2015	—	`conf`	Multiwindow Fusion for Wearable Activity Recognition. IWANN (2) Oresti Baños, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas Ruiz, Claudia Villalonga, Choong Seon Hong, Sungyoung Lee
2015	—	`conf`	On the Development of a Real-Time Multi-sensor Activity Recognition System. IWAAL Oresti Banos, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga, Sungyoung Lee
2015	—	`conf`	Ontological Sensor Selection for Wearable Activity Recognition. IWANN (2) Claudia Villalonga, Oresti Banos, Héctor Pomares, Ignacio Rojas Ruiz
2015	J	`jnl`	mDurance: A Novel Mobile Health System to Support Trunk Endurance Assessment. Sensors 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
2014	—	`conf`	mHealthDroid: A Novel Framework for Agile Development of Mobile Health Applications. IWAAL Oresti Baños, Rafael García, Juan Antonio Holgado Terriza, Miguel Damas, Héctor Pomares, Ignacio Rojas Ruiz, Alejandro Saez, Claudia Villalonga
2011	J	`jnl`	Dynamic Formation of Business Networks: A Framework for 'Quality of Information'-Based Discovery of Resources. Int. J. Appl. Logist. Markus Eurich, Claudia Villalonga, Roman Boutellier
2010	—	`conf`	A Resource Model for the Real World Internet. EuroSSC Claudia Villalonga, Martin Bauer, Fernando López Aguilar, Vincent A. Huang, Martin Strohbach
2010	—	`conf`	Identifying Important Action Primitives for High Level Activity Recognition. EuroSSC Atif Manzoor, Claudia Villalonga, Alberto Calatroni, Hong Linh Truong, Daniel Roggen, Schahram Dustdar, Gerhard Tröster
2010	—	`conf`	Modeling of sensor data and context for the Real World Internet. PerCom Workshops Claudia Villalonga, Martin Bauer, Vincent A. Huang, Jesús Bernat, Payam M. Barnaghi
2010	—	`conf`	The SENSEI Real World Internet Architecture. Future Internet Assembly Vlasios Tsiatsis, Alexander Gluhak, Tim Bauge, Frederic Montagut, Jesús Bernat, Martin Bauer, Claudia Villalonga, Payam M. Barnaghi, Srdjan Krco
2009	—	`conf`	Bringing Quality of Context into Wearable Human Activity Recognition Systems. QuaCon Claudia Villalonga, Daniel Roggen, Clemens Lombriser, Piero Zappi, Gerhard Tröster
2009	—	`conf`	Context Cells: Towards Lifelong Learning in Activity Recognition Systems. EuroSSC Alberto Calatroni, Claudia Villalonga, Daniel Roggen, Gerhard Tröster
2007	—	`conf`	Context sessions: a novel approach for scalable context management in NGN networks. MNCNA Martin Strohbach, Martin Bauer, Ernö Kovacs, Claudia Villalonga, Nils Richter
2007	—	`conf`	Mobile Ontology: Towards a Standardized Semantic Model for the Mobile Domain. ICSOC Workshops Claudia Villalonga, Martin Strohbach, Niels Snoeck, Michael Sutterer, Mariano Belaunde, Ernö Kovacs, Anna V. Zhdanova, Laurent-Walter Goix, Olaf Droegehorn