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Claudia Villalonga

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2020 – today

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2024
[j12]
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Oresti Banos, Zhoe Comas-Gonzalez, Javier Medina, Aurora Polo Rodríguez, David Gil, Jesús Peral, Sandra Amador, Claudia Villalonga:
Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review. Int. J. Medical Informatics 187: 105469 (2024)
[i1]
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Oresti Banos, Zhoe Comas-Gonzalez, Javier Medina, Aurora Polo Rodríguez, David Gil, Jesús Peral, Sandra Amador, Claudia Villalonga:
Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review. CoRR abs/2407.04712 (2024)
2023
[j11]
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Ramón Hervás, Oresti Baños, Claudia Villalonga:
Ambient intelligence for self-care and self-management. J. Ambient Intell. Humaniz. Comput. 14(1): 1-3 (2023)
[j10]
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David Eneko Ruiz de Gauna, Luis Enrique Sánchez, Almudena Ruiz-Iniesta, Claudia Villalonga, Manuel A. Serrano:
Towards an integrated swarm intelligence framework for urban mobility:A systematic review and proposed theoretical model. J. King Saud Univ. Comput. Inf. Sci. 35(10): 101836 (2023)
[c28]
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Sandra Amador, José Perona, Claudia Villalonga, Jorge Azorin, Oresti Banos, David Gil:
Deep Learning Approaches Applied to MRI and PET Image Classification of Kidney Tumours: A Systematic Review. IWANN (2) 2023: 254-265
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Oresti Banos, David Gil, Javier Medina, Adrian Sanchez, Claudia Villalonga:
A Deep Transfer Learning Approach to Support Opportunistic Wearable Activity Recognition. IWANN (1) 2023: 473-482
[c26]
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Ciro Rodriguez-Leon, Oresti Banos, Oscar Fernandez Mora, Alex Martinez Bedmar, Fernando Rufo Jimenez, Claudia Villalonga:
Prediction of Blood Glucose Levels in Patients with Type 1 Diabetes via LSTM Neural Networks. IWANN (1) 2023: 563-573
2021
[j9]
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Oresti Banos, Alberto Calatroni, Miguel Damas, Héctor Pomares, Daniel Roggen, Ignacio Rojas, Claudia Villalonga:
Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning. Neural Process. Lett. 53(5): 3169-3197 (2021)
[c25]
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  - conf/helmeto/de-la-Fuente-Valentin21
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Luis de-la-Fuente-Valentín, Elena Verdú, Natalia Padilla Zea, Claudia Villalonga, Xiomara Patricia Blanco-Valencia, Silvia Margarita Baldiris Navarro:
Semiautomatic Grading of Short Texts for Open Answers in Higher Education. HELMeTO 2021: 49-62
[c24]
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Pablo Salgado, Oresti Banos, Claudia Villalonga:
Facial Expression Interpretation in ASD Using Deep Learning. IWANN (1) 2021: 322-333
[c23]
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Ciro Rodriguez-Leon, William Arevalo, Oresti Banos, Claudia Villalonga:
Deep Learning for Diabetic Retinopathy Prediction. IWANN (1) 2021: 537-546

2010 – 2019

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2019
[j8]
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  - journals/jaihc/Wohlfahrt-Laymann19
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Jan Wohlfahrt-Laymann, Hermie Hermens, Claudia Villalonga, Miriam M. R. Vollenbroek-Hutten, Oresti Banos:
MobileCogniTracker - A mobile experience sampling tool for tracking cognitive behaviour. J. Ambient Intell. Humaniz. Comput. 10(6): 2143-2160 (2019)
[c22]
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Oresti Banos, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga:
Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized Data Subwindows. IWANN (1) 2019: 360-367
2018
[c21]
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Jan Wohlfahrt-Laymann, Hermie Hermens, Claudia Villalonga, Miriam M. R. Vollenbroek-Hutten, Oresti Banos:
Enabling remote assessment of cognitive behaviour through mobile experience sampling. PerCom Workshops 2018: 794-799
[c20]
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Kostas Konsolakis, Hermie Hermens, Claudia Villalonga, Miriam M. R. Vollenbroek-Hutten, Oresti Banos:
Human Behaviour Analysis through Smartphones. UCAmI 2018: 1243
2017
[j7]
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Claudia Villalonga, Héctor Pomares, Ignacio Rojas, Oresti Banos:
MIMU-Wear: Ontology-based sensor selection for real-world wearable activity recognition. Neurocomputing 250: 76-100 (2017)
[j6]
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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:
mlCAF: Multi-Level Cross-Domain Semantic Context Fusioning for Behavior Identification. Sensors 17(10): 2433 (2017)
[c19]
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Claudia Villalonga, Harm op den Akker, Hermie Hermens, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Oresti Banos:
Ontological modeling of motivational messages for physical activity coaching. PervasiveHealth 2017: 355-364
[c18]
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Claudia Villalonga, Harm op den Akker, Hermie Hermens, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Oresti Banos:
Automatic Mapping of Motivational Text Messages into Ontological Entities for Smart Coaching Applications. UCAmI 2017: 340-351
2016
[j5]
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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:
Human Behavior Analysis by Means of Multimodal Context Mining. Sensors 16(8): 1264 (2016)
[j4]
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Claudia Villalonga, Muhammad Asif Razzaq, Wajahat Ali Khan, Héctor Pomares, Ignacio Rojas, Sungyoung Lee, Oresti Baños:
Ontology-Based High-Level Context Inference for Human Behavior Identification. Sensors 16(10): 1617 (2016)
[c17]
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Claudia Villalonga, Héctor Pomares, Oresti Baños:
Analysis of the Innovation Outputs in mHealth for Patient Monitoring. IUCC-CSS 2016: 124-131
2015
[j3]
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Oresti Baños, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga:
Multi-sensor Fusion Based on Asymmetric Decision Weighting for Robust Activity Recognition. Neural Process. Lett. 42(1): 5-26 (2015)
[j2]
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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:
mDurance: A Novel Mobile Health System to Support Trunk Endurance Assessment. Sensors 15(6): 13159-13183 (2015)
[c16]
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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:
Mining human behavior for health promotion. EMBC 2015: 5062-5065
[c15]
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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:
Facilitating trunk endurance assessment by means of mobile health technologies. UbiComp/ISWC Adjunct 2015: 149-152
[c14]
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Claudia Villalonga, Oresti Banos, Wajahat Ali Khan, Taqdir Ali, Muhammad Asif Razzaq, Sungyoung Lee, Héctor Pomares, Ignacio Rojas:
High-Level Context Inference for Human Behavior Identification. IWAAL 2015: 164-175
[c13]
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Oresti Banos, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga, Sungyoung Lee:
On the Development of a Real-Time Multi-sensor Activity Recognition System. IWAAL 2015: 176-182
[c12]
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Oresti Baños, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas Ruiz, Claudia Villalonga, Choong Seon Hong, Sungyoung Lee:
Multiwindow Fusion for Wearable Activity Recognition. IWANN (2) 2015: 290-297
[c11]
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Claudia Villalonga, Oresti Banos, Héctor Pomares, Ignacio Rojas Ruiz:
Ontological Sensor Selection for Wearable Activity Recognition. IWANN (2) 2015: 298-306
[c10]
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Claudia Villalonga, Oresti Baños, Héctor Pomares, Ignacio Rojas Ruiz:
An Ontology for Dynamic Sensor Selection in Wearable Activity Recognition. IWBBIO (2) 2015: 141-152
2014
[c9]
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Oresti Baños, Rafael García, Juan Antonio Holgado Terriza, Miguel Damas, Héctor Pomares, Ignacio Rojas Ruiz, Alejandro Saez, Claudia Villalonga:
mHealthDroid: A Novel Framework for Agile Development of Mobile Health Applications. IWAAL 2014: 91-98
2011
[j1]
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Markus Eurich, Claudia Villalonga, Roman Boutellier:
Dynamic Formation of Business Networks: A Framework for 'Quality of Information'-Based Discovery of Resources. Int. J. Appl. Logist. 2(4): 44-60 (2011)
2010
[c8]
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Atif Manzoor, Claudia Villalonga, Alberto Calatroni, Hong Linh Truong, Daniel Roggen, Schahram Dustdar, Gerhard Tröster:
Identifying Important Action Primitives for High Level Activity Recognition. EuroSSC 2010: 149-162
[c7]
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Claudia Villalonga, Martin Bauer, Fernando López Aguilar, Vincent A. Huang, Martin Strohbach:
A Resource Model for the Real World Internet. EuroSSC 2010: 163-176
[c6]
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Vlasios Tsiatsis, Alexander Gluhak, Tim Bauge, Frederic Montagut, Jesús Bernat, Martin Bauer, Claudia Villalonga, Payam M. Barnaghi, Srdjan Krco:
The SENSEI Real World Internet Architecture. Future Internet Assembly 2010: 247-256
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Claudia Villalonga, Martin Bauer, Vincent A. Huang, Jesús Bernat, Payam M. Barnaghi:
Modeling of sensor data and context for the Real World Internet. PerCom Workshops 2010: 1-6

2000 – 2009

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2009
[c4]
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Alberto Calatroni, Claudia Villalonga, Daniel Roggen, Gerhard Tröster:
Context Cells: Towards Lifelong Learning in Activity Recognition Systems. EuroSSC 2009: 121-134
[c3]
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Claudia Villalonga, Daniel Roggen, Clemens Lombriser, Piero Zappi, Gerhard Tröster:
Bringing Quality of Context into Wearable Human Activity Recognition Systems. QuaCon 2009: 164-173
2007
[c2]
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Claudia Villalonga, Martin Strohbach, Niels Snoeck, Michael Sutterer, Mariano Belaunde, Ernö Kovacs, Anna V. Zhdanova, Laurent-Walter Goix, Olaf Droegehorn:
Mobile Ontology: Towards a Standardized Semantic Model for the Mobile Domain. ICSOC Workshops 2007: 248-257
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Martin Strohbach, Martin Bauer, Ernö Kovacs, Claudia Villalonga, Nils Richter:
Context sessions: a novel approach for scalable context management in NGN networks. MNCNA 2007: 5

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