Rodriguez-Leon, C., Aviles-Perez, M., Banos, O., Quesada-Charneco, M., Lopez-Ibarra, P., Villalonga, C., Munoz-Torres, M. T1DiabetesGranada: a longitudinal multi-modal dataset of type 1 diabetes mellitus. Scientific Data, vol. 10, no. 916, pp. 1-11 (2023). [PDF BiBTeX LINK]
Hervas, R., Banos, O., Villalonga, C. Ambient intelligence for self‑care and self‑management. Journal of Ambient Intelligence and Humanized Computing, vol. 14, pp. 1-3 (2023). [PDF BiBTeX LINK]
Goicoechea, C., Dakos, V., Sanabria, D., Heshmati, S., Westhoff, M., Banos, O., Pomares, H., Hofmann, S.G., Perakakis, P. Bistability and Affect Shift Dynamics in the Prediction of Psychological Well-Being. PsyArXiv, pp. 1-32 (2023). [PDF BiBTeX LINK]
Konsolakis, K., Banos, O., Cabrita, M., Hermens, H. COVID-BEHAVE dataset: measuring human behaviour during the COVID-19 pandemic. Scientific Data, vol. 9, no. 754, pp. 1-20 (2022). [PDF BiBTeX LINK]
Castilla, E., Escobar, J.J., Villalonga, C., Banos, O. HIGEA: An Intelligent Conversational Agent to Detect Caregiver Burden. International Journal of Environmental Research and Public Health, vol. 19, no. 23 (2022). [PDF BiBTeX LINK]
Gutierrez, L., Castro, L.A., Banos, O. Integrating pervasive technologies into mental health services: A qualitative study in Mexico. IEEE Pervasive Computing, vol. 21, pp. 74-81 (2022). [PDF BiBTeX LINK]
Banos, O., Castro, L.A., Villalonga, C. Ubiquitous Technologies for Emotion Recognition. Applied Sciences , vol. 11, no. 15, pp. 1-3 (2021). [PDF BiBTeX LINK]
Rodriguez-Leon C., Villalonga C., Munoz-Torres M., Ruiz J.-R., Banos, O. Mobile and Wearable Technology for the Monitoring of Diabetes-Related Parameters: Systematic Review. JMIR mHealth and uHealth, vol. 9, no. 6, pp. 1-25 (2021). [PDF BiBTeX LINK]
Banos, O., Calatroni, A., Damas, M., Pomares, H., Roggen, D., Rojas, I., Villalonga, C. Opportunistic activity recognition in IoT sensor ecosystems via multimodal transfer learning. Neural Processing Letters, vol. 53, pp. 3169–3197 (2021). [PDF BiBTeX LINK]
Banos, O., Rafferty, J., Castro, L.A. Internet of things for health and well-being applications. International Journal of Distributed Sensor Networks, vol. 17, no. 3, pp. 1-2 (2021). [PDF BiBTeX LINK]
Gutierrez, L.J., Rabbani, K., Ajayi, O.J., Gebresilassie, S.K., Rafferty, J., Castro, L.A., Banos, O. Internet of Things for Mental Health: Open Issues in Data Acquisition, Self-Organization, Service Level Agreement, and Identity Management. International Journal of Environmental Research and Public Health, vol. 18, no. 3, pp. 1-19 (2021). [PDF BiBTeX LINK]
Moreno-Gutierrez, S., Postigo-Martin, P., Damas, M., Pomares, H., Banos, O., Arroyo-Morales, M., Cantarero-Villanueva, I. ATOPE+: an mHealth system to support personalized therapeutic exercise interventions in patients with cancer. IEEE Access, vol. 9, pp. 16878-16898 (2021). [PDF BiBTeX LINK]
Ye, J., O'Grady, M., Banos, O. Sensor Technology for Smart Homes. Sensors, vol. 20, no. 24, pp. 1-3 (2020). [PDF BiBTeX LINK]
Molina-Molina, A., Ruiz-Malagón, E.-J., Carrillo-Perez, F., Roche-Seruendo, L.-E., Damas, M., Banos, O., García-Pinillos, F. Validation Of mDurance, a Wearable Surface Electromyography System for Muscle Activity Assessment. Frontiers in Physiology, vol. 11, no. 606287, pp. 1-11 (2020). [PDF BiBTeX LINK]
Bailon, C., Goicoechea, C., Banos, O., Damas, M., Pomares, H., Correa, A., Sanabria, D., Perakakis, P. CoVidAffect, real-time monitoring of mood variations following the COVID-19 outbreak in Spain. Scientific Data, vol. 7, no. 365, pp. 1-10 (2020). [PDF BiBTeX LINK]
Herrera, L.-J., Todero, C.-J., Banos, O., Carceller, J.-M., Carrillo, F., Guillen, A. Composition Classification of Ultra-High Energy Cosmic Rays. Entropy, vol. 22, no. 9, pp. 1-12 (2020). [PDF BiBTeX LINK]
Bailon, C., Goicoechea, C., Banos, O., Damas, M., Pomares, H., Sanabria, D., Perakakis, P. CoVidAffect: Real-time Monitoring of Mood Variations Following the COVID-19 Outbreak. PsyArXiv, pp. 1-8 (2020). [PDF BiBTeX LINK]
Felix, I.-R., Castro, L.-A., Rodriguez, L.-F., Banos, O. Mobile sensing for behavioral research: A component-based approach for rapid deployment of sensing campaigns. International Journal of Distributed Sensor Networks, vol. 15, no. 9, pp. 1-17 (2019). [PDF BiBTeX LINK]
Bailon, C., Damas, M., Pomares, H., Sanabria, D., Perakakis, P., Goicoechea, C., Banos, O. Smartphone-Based Platform for Affect Monitoring through Flexibly Managed Experience Sampling Methods. Sensors, vol. 19, no. 3430, pp. 1-23 (2019). [PDF BiBTeX LINK]
Wohlfahrt-Laymann, J., Hermens, H., Villalonga, C., Vollenbroek-Hutten, M., Banos, O. MobileCogniTracker - A mobile experience sampling tool for tracking cognitive behaviour. Journal of Ambient Intelligence and Humanized Computing, vol. 10, no. 6, pp. 2143-2160 (2019). [PDF BiBTeX LINK]
Bailon, C., Damas, M., Pomares, H., Banos, O. SPIRA: an automatic system to support lower limb injury assessment. Journal of Ambient Intelligence and Humanized Computing, vol. 10, no. 6, pp. 2111-2123 (2019). [PDF BiBTeX LINK]
Banos, O., Hervas, R. Ubiquitous computing for health applications. Journal of Ambient Intelligence and Humanized Computing, vol. 10, no. 6, pp. 2091-2093 (2019). [PDF BiBTeX LINK]
Bang, J., Hur, T., Kim, D., Huynh-The, T., Lee, J., Han, Y., Banos, O., Kim, J.-I., Lee, S. Adaptive Data Boosting Technique for Robust Personalized Speech Emotion in Emotionally-Imbalanced Small-Sample Environments. Sensors, vol. 18, no. 11, pp. 1-21 (2018). [PDF BiBTeX LINK]
Banos, O., Nugent, C. M-Coaching: Towards the Next Generation of Mobile-Driven Healthcare Support Services. Computer, vol. 51, no. 8, pp. 14-17 (2018). [PDF BiBTeX LINK]
Banos, O., Hermens, H., Nugent, C., Pomares, H. Smart Sensing Technologies for Personalised e-Coaching. Sensors, vol. 18, no. 1751, pp. 1-4 (2018). [PDF BiBTeX LINK]
Banos, O., Nugent, C. E-Coaching for Health. Computer, vol. 51, no. 3, pp. 12-15 (2018). [PDF BiBTeX LINK]
Hussain, J., Ul-Hassan, A., Muhammad-Bilal, H.-S., Ali, R., Afzal, M., Hussain, S., Bang, J., Banos, O., Lee, S. Model-Based Adaptive User Interface based on Context and User Experience Evaluation. Journal on Multimodal User Interfaces, vol. 12, no. 1, pp. 1-16 (2018). [PDF BiBTeX LINK]
Siddiqi, M. H., Ali, M., Abdelrahman Eldib, M. E., Khan, A., Banos, O., Khan, A. M., Lee, S., Choo, H. Evaluating Real-life Performance of the State-of-the-art in Facial Expression Recognition using a Novel YouTube-based Datasets. Multimedia Tools and Applications, vol. 77, no. 1, pp. 917-937 (2018). [PDF BiBTeX LINK]
Hur, T., Bang, J., Kim, D., Banos, O., Lee, S. Smartphone Location-Independent Physical Activity Recognition based on Transportation Natural Vibration Analysis. Sensors, vol. 17, no. 4, pp. 1-21 (2017). [PDF BiBTeX LINK]
Villalonga, C., Pomares, H., Rojas, I., Banos, O. MIMU-Wear: Ontology-based Sensor Selection for Real-World Wearable Activity Recognition. Neurocomputing, vol. 250, pp. 76-100 (2017). [PDF BiBTeX LINK]
Huynh-The, T., Banos, O., Sungyoung, L., Byeong Ho, K., Eun, S. NIC: A Robust Background Extraction Algorithm for Foreground Detection in Dynamic Scenes. IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 7, pp. 1478-1490 (2017). [PDF BiBTeX LINK]
Villalonga, C., Razzaq, M.-A., Ali Khan, W., Pomares, H., Rojas, I., Lee, S., Banos, O. Ontology-based High-Level Context Inference for Human Behavior Identification. Sensors, vol. 16, no. 10, pp. 1-26 (2016). [PDF BiBTeX LINK]
Banos, O., Villalonga, C., Bang, J. H., Hur, T. H., Kang, D., Park., S.-B., Hyunh-The, T., Vui, L. B., Amin, M.-B., Razzaq, M.-A., Ali Khan, W., Hong, C.-S., Lee, S. Human Behavior Analysis by means of Multimodal Context Mining. Sensors, vol. 16, no. 8, pp. 1-19 (2016). [PDF BiBTeX LINK]
Huynh-The, T., Banos, O., Sungyoung, L., Yoon, Y., Le-Tien, T. Improving Digital Image Watermarking by Means of Optimal Channel Selection. Expert Systems with Applications, vol. 62, no. 1, pp. 177-189 (2016). [PDF BiBTeX LINK]
Bilal Amin, M., Banos, O., Ali Khan, W., Rizvi, B. A., Gong, J., Mao, B., Cho, S. H., Hussain, S., Ali, T., Aktar, U., Chung, T. C., Lee, S. On curating multimodal sensory data for personalized health and wellness platforms. Sensors, vol. 16, no. 7, pp. 1-27 (2016). [PDF BiBTeX LINK]
Banos, O., Bilal Amin, M., Ali Khan, W., Afzal, M., Hussain, M., Kang, B. H., Lee, S. The Mining Minds Digital Health and Wellness Framework. BioMedical Engineering OnLine, vol. 15, no. 1, pp. 165-186 (2016). [PDF BiBTeX LINK]
Bilal Amin, M., Ali Khan, W., Hussain, S., Bui, D. M., Banos, O., Kang, B. H., Lee, S. Evaluating Large-scale Biomedical Ontology Matching Over Multicore Platforms. IETE Technical Review, vol. 33, no. 4, pp. 415-427 (2016). [PDF BiBTeX LINK]
Banos, O., Villalonga, C., Garcia, R., Saez, A., Damas, M., Holgado, J. A., Lee, S., Pomares, H., Rojas, I. Design, implementation and validation of a novel open framework for agile development of mobile health applications. BioMedical Engineering OnLine, vol. 14, no. S2:S6, pp. 1-20 (2015). [PDF BiBTeX LINK]
Banos, O., Bilal Amin, M., Ali Khan, W., Afzal, M., Ali, T., Kang, B. H., Lee, S. Mining Minds: an innovative framework for personalized health and wellness support. EAI Endorsed Transactions on Pervasive Health and Technology, vol. 15, no. 2, pp. 1-8 (2015). [PDF BiBTeX LINK]
Huynh-The, T., Banos, O., Le, B.-V., Bui, D.-M., Yoon, Y., Lee, S. Traffic Behavior Recognition Using the Pachinko Allocation Model. Sensors, vol. 15, no. 6, pp. 16040-16059 (2015). [PDF BiBTeX LINK]
Banos, O., Ali Khan, W., Bilal Amin, M., Hur, T. H., Bang, J. H., Kang, D. U., Hussain, M., Afzal, M., Ali, T., Lee, S. 빅 데이터기반 마이닝 마인즈 헬스케어 프레임워크 (Mining Minds Healthcare Framework based on Big Data). The Journal of The Korean Institute of Communication Sciences, vol. 32, no. 11, pp. 12-20 (2015). [PDF BiBTeX LINK]
Banos, O., Moral-Munoz, J.A., Diaz-Reyes, I., Arroyo-Morales, M., Damas, M., Herrera-Viedma, E., Hong, C.S., Lee, S., Pomares, H., Rojas, I., Villalonga, C. mDurance: a Novel Mobile Health System to Support Trunk Endurance Assessment. Sensors, vol. 15, no. 6, pp. 13159-13183 (2015). [PDF BiBTeX LINK]
Banos, O., Damas, M., Guillen, A., Herrera, L.J., Pomares, H., Rojas, I., Villalonga C. Multi-sensor fusion based on asymmetric decision weighting for robust activity recognition. Neural Processing Letters, vol. 42, no. 1, pp. 5-26 (2015). [PDF BiBTeX LINK]
Banos, O., Villalonga C., Damas, M., Glösekötter, P., Pomares, H., Rojas, I. PhysioDroid: combining wearable health sensors and smartphones for a ubiquitous, continuous and personal monitoring. The Scientific World Journal, vol. 2014, no. 490824, pp. 1-11 (2014). [PDF BiBTeX LINK]
Banos, O., Toth M. A., Damas, M., Pomares, H., Rojas, I. Dealing with the effects of sensor displacement in wearable activity recognition. Sensors, vol. 14, no. 6, pp. 9995-10023 (2014). [PDF BiBTeX LINK]
Banos, O., Galvez, J. M., Damas, M., Pomares, H., Rojas, I. Window size impact in activity recognition. Sensors, vol. 14, no. 4, pp. 6474-6499 (2014). [PDF BiBTeX LINK]
Banos, O., Damas, M., Pomares, H., Rojas, F., Delgado-Marquez, B., Valenzuela, O. Human activity recognition based on a sensor weighting hierarchical classifier. Soft Computing, vol. 17, pp. 333-343 (2013). [PDF BiBTeX LINK]
Banos, O., Damas, M., Pomares, H., Rojas, I. On the Use of Sensor Fusion to Reduce the Impact of Rotational and Additive Noise in Human Activity Recognition. Sensors, vol. 12, no. 6, pp. 8039-8054 (2012). [PDF BiBTeX LINK]
Banos, O., Damas, M., Pomares, H., Prieto, A., Rojas, I. Daily Living Activity Recognition based on Statistical Feature Quality Group Selection. Expert Systems with Applications, vol. 39, no. 9, pp. 8013-8021 (2012). [PDF BiBTeX LINK]
Banos, O., Castro, L. A., Villalonga, C. Ubiquitous Technologies for Emotion Recognition. MDPI Books, ISBN: 978-3-0365-1802-2 (2021). [LINK]
Ye, J., O'Grady, M., Banos, O. Sensor Technology for Smart Homes. MDPI Books, ISBN: 978-3-0365-0248-9 (2021). [LINK]
Bravo, J., Banos, O. Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018). Proceedings, vol. 2, MDPI, ISSN: 2504-3900 (2018). [LINK]
Polo-Rodríguez, A., Rotbei, S., Amador, S., Banos, O., O., Gil, D., Medina, J. Smart architectures for evaluating the autonomy and behaviors of people with autism spectrum disorder in smart homes. Neural Engineering Techniques for Autism Spectrum Disorder, (2021). [LINK]
Banos, O., Toth M. A., Damas, M., Pomares, H., Rojas, I. Amft, O. Evaluation of inertial sensor displacement effects in activity recognition systems. Science and Supercomputing in Europe (Information & Communication Technologies), HPC-Europe 2, (2013). [LINK]
Damas, M., Ortega, J., Pomares, H., Banos, O. Parallel Hybrid Method Applied to Water Distribution Networks scheduling. Science and Supercomputing in Europe (Information & Communication Technologies), HPC-Europe 2, (2010). [LINK]
Gutierrez, L., Castro, L. A., Banos, O. Technology-Based EMIs for Alcohol Use Disorder: Challenges and Opportunities in the Mexican Context. Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2023 ACM International Symposium on Wearable Computing (UbiComp/ISWC '23 Adjunct), Cancun, Mexico, October 8-12, (2023). [PDF BiBTeX LINK]
Banos, O., Gil, D., Medina, J., Sanchez, A., Villalonga, C. A Deep Transfer Learning Approach to Support Opportunistic Wearable Activity Recognition. International Work-Conference on Artificial Neural Networks (IWANN 2023), Ponta Delgada, Portugal, June 19-21, (2023). [PDF BiBTeX LINK]
Rodriguez-Leon, C., Banos, O., Fernandez-Mora, O., Martinez-BEdmar, A., Rufo-Jimenez, F., Villalonga, C. Prediction of Blood Glucose Levels in Patients with Type 1 Diabetes via LSTM Neural Networks. International Work-Conference on Artificial Neural Networks (IWANN 2023), Ponta Delgada, Portugal, June 19-21, (2023). [PDF BiBTeX LINK]
Banos, O., Bailon, C., Damas, M., Goicoechea, C., Pomares, H., Rodriguez, C., Villalonga, C. Assessing Well-Being in Spain in the Post-COVID era: A Population Study Using Mobile Sensors and Experience Sampling. International Conference on eHealth, Telemedicine, and Social Medicine (eTELEMED 2023), Venice, Italy, April 24-28, (2023). [PDF BiBTeX LINK]
Gutierrez, L., Castro, L.A., Banos, O. Challenges and Opportunities for Designing Technology-Based Ecological Momentary Interventions (EMIs) in Mental Health. International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2022), Cordoba, Spain, November 29-December 2, (2022). [PDF BiBTeX LINK]
Beinema, T., Davison, D., Reidsma, D., Banos, O., Bruijnes, M., Donval, B., Fides-Valero, A., Heylen, D., Hofs, D., Huizing, G., Kantharaju, R., Klaassen, R., Kolkmeier, J., Konsolakis, K., Pease, A., Pelachaud, C., Simonetti, D., Snaith, M., Traver-Salcedo, V., van Loon, J., Visser, J., Weusthof, M., Yunus, F., Hermens, H., Op den Akker, H. Agents United: An Open Platform for Multi-Agent Conversational Systems. ACM International Conference on Intelligent Virtual Agents (IVA 2021), Online, September 14-17, (2021). [PDF BiBTeX LINK]
Rodriguez-Leon, C., Arevalo, W., Banos, O., Villalonga, C. Deep learning for diabetic retinopathy prediction. International Work-Conference on Artificial Neural Networks (IWANN 2021), Online, June 16-18, (2021). [PDF BiBTeX LINK]
Salgado, P., Banos, O., Villalonga, C. Facial expression interpretation in ASD using Deep Learning. International Work-Conference on Artificial Neural Networks (IWANN 2021), Online, June 16-18, (2021). [PDF BiBTeX LINK]
Rodriguez-Lozano, F. J., Gamez-Granados, J. C., Banos, O., Alcala-Fdez, J., Soto-Hidalgo, J. M. An approach to bridge the gap between ubiquitous embedded devices and JFML: A new module for Internet of Things. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2021), Luxembourg, Luxembourg, July 11-14, (2021). [PDF BiBTeX LINK]
Banos, O. Measuring human behaviour to inform e-coaching actions. Workshop on Multimodal e-Coaches at the ACM Conference on Multimodal Interaction (ICMI 2020), Utrecht, Netherlands, October 25-29, (2020). [PDF BiBTeX LINK]
Konsolakis, K., Hermens, H., Banos, O. A Novel Framework for the Holistic Monitoring and Analysis of Human Behaviour. International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2019), Toledo, Spain, December 2-5, (2019). [PDF BiBTeX LINK]
Banos, O., Galvez, J. M., Damas, M., Guillen, A., Herrera, L. J., Pomares, H., Rojas, I., Villalonga, C. Improving wearable activity recognition via fusion of multiple equally-sized data subwindows. International Work-Conference on Artificial Neural Networks (IWANN 2019), Gran Canaria, Spain, June 12-14, (2019). [PDF BiBTeX LINK]
Konsolakis, K., Hermens, H., Villalonga, C., Vollenbroek-Hutten, M., Banos, O. Human Behaviour Analysis Through Smartphones. International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, Dominican Republic, December 4-7, (2018). [PDF BiBTeX LINK]
Nijeweme-d'Hollosy, W. O., Notenboom, T., Banos, O. A study on the perceptions of autistic adolescents towards mainstream emotion recognition technologies. International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, Dominican Republic, December 4-7, (2018). [PDF BiBTeX LINK]
Bailon, C., Damas, M., Pomares, H., Sanabria, D., Perakakis, P., Goicoechea, C., Banos, O. Intelligent Monitoring of Affective Factors Underlying Sport Performance by means of Wearable and Mobile Technology. International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, Dominican Republic, December 4-7, (2018). [PDF BiBTeX LINK]
Moreno, S., Damas, M., Rojas, I., Amezcua, V., Gutierrez-Pastor, P., Banos, O. Ubiquitous Assessment of the Recovery of Cancer Patients Using Consumer-Level Activity Trackers. International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, Dominican Republic, December 4-7, (2018). [PDF BiBTeX LINK]
Ramos-Monteon, J., Castro, L., Rodriguez, L. F., Banos, O. InCense IoT: A Collective Sensing System for Behavior Data in Shared Spaces. International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, Dominican Republic, December 4-7, (2018). [PDF BiBTeX LINK]
Carrillo-Perez, F., Diaz-Reyes, I., Damas, M., Banos, O., Soto-Hermoso, V. M., Molina-Molina, A. A Novel Automated Algorithm for Computing Lumbar Flexion Test Ratios Enhancing Athletes Objective Assessment of Low Back Pain. International Congress on Sport Sciences Research and Technology Support (icSPORTS 2018), Seville, Spain, September 20-21, (2018). [PDF BiBTeX LINK]
Recher, F., Banos, O., Corien, D. M., Schaake, L., Baten, C., Buurke, J. Optimizing activity recognition in stroke survivors for wearable exoskeletons. IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob 2018), Enschede, Netherlands, August 26-29, (2018). [PDF BiBTeX LINK]
op den Akker, H., op den Akker, R., Beinema, T., Banos, O., Heylen, D., Bedsted, B., Pease, A., Pelachaud, C., Traver-Salcedo, V., Kyriazakos, S., Hermens, H. Council of Coaches - A Novel Holistic Behavior Change Coaching Approach. ICT for Ageing Well (ICT4AWE 2018), Funchal, Portugal, March 22-23, (2018). [PDF BiBTeX LINK SLIDES]
Wohlfahrt-Laymann, J., Hermens, H., Villalonga, C., Vollenbroek-Hutten, M., Banos, O. Enabling remote assessment of cognitive behaviour through mobile experience sampling. EmotionAware, within IEEE International Conference on Pervasive Computing and Communications (Percom 2018), Athens, Greece, March 19-23, (2018). [PDF BiBTeX LINK SLIDES]
Villalonga, C., Op den Akker, H., Hermens, H., Herrera, L.J., Pomares, H., Rojas, I., Valenzuela, O., Banos, O. Automatic mapping of motivational text messages into ontological entities for smart coaching applications. International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2017), Philadelphia, USA, November 7-10, (2017). [PDF BiBTeX LINK SLIDES]
Diaz-Reyes, I., Damas, M., Moral-Munoz, J.A., Banos, O. A Classification System to Assess Low Back Muscle Endurance and Activity Using mHealth Technologies. International Work-Conference on Artificial Neural Networks (IWANN 2017), Cadiz, Spain, June 14-16, (2017). [PDF BiBTeX LINK]
Bailon, C., Damas, M., Pomares, H., Banos, O. Automatic 2D Motion Capture System for Joint Angle Measurement. International Work-Conference on Artificial Neural Networks (IWANN 2017), Cadiz, Spain, June 14-16, (2017). [PDF BiBTeX LINK]
Villalonga, C., Op den Akker, H., Hermens, H., Herrera, L.J., Pomares, H., Rojas, I., Valenzuela, O., Banos, O. Ontological Modeling of Motivational Messages for Physical Activity Coaching. ACM/EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2017), Barcelona, Spain, May 23-26, (2017). [PDF BiBTeX LINK SLIDES]
Ollero, J., Moral-Munoz J.-A., Rojas, I., Banos, O. Mobile Health System for Evaluation of Breast Cancer Patients During Treatment and Recovery Phases. International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2017), Granada, Spain, April 26-28, (2017). [PDF BiBTeX LINK SLIDES]
Moreno, S., Damas, M., Pomares, H., Moral-Munoz J.-A., Banos, O. First Approach to Automatic Performance Status Evaluation and Physical Activity Recognition in Cancer Patients. International Conference on Ubiquitous Computing and Communications (IUCC 2016), Granada, Spain, December 14-16, (2016). [PDF BiBTeX LINK SLIDES]
Villalonga, C., Pomares, H., Banos, O. Analysis of the Innovation Outputs in mHealth for Patient Monitoring. IEEE International Conference on Ubiquitous Computing and Communications (IUCC 2016), Granada, Spain, December 14-16, (2016). [PDF BiBTeX LINK SLIDES]
Bailon, C., Damas, M., Pomares, H., Banos, O. First Approach to Automatic Measurement of Frontal Plane Projection Angle During Single Leg Landing Based on Depth Video. International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2016), Canary Islands, Spain, November 29-December 2, (2016). [PDF BiBTeX LINK SLIDES]
Bang, J. H., Kang, D. U., Hur, T. H., Hyunh-The, T., Razzaq, M., Ali Khan, W., Banos, O., Lee, S. IoT based Human Centric Context Awareness Framework for Healthcare and Wellness Platform. International Symposium on Perception, Action and Cognitive Systems (PACS2016), Seoul, South Korea, October 27-28, (2016). [PDF BiBTeX]
Siddiqi, M. H., Ali, M., Idris, M., Banos, O., Lee, S., Lee, H. C. A Novel Dataset for Real-life Evaluation of Facial Expression Recognition Methodologies. Canadian Conference on Artificial Intelligence, Victoria, Canada, May 31-June 3, (2016). [PDF BiBTeX LINK]
Nugent, C., Cleland, I., Santanna, A., Synnott, J., Espinilla, M., Banos, O., Lundstrom, J., Hallberg, J., Calzada, A. An initiative for the creation of open datasets within pervasive healthcare. ACM International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2016), Cancun, Mexico, May 16-19, (2016). [PDF BiBTeX LINK]
Villalonga, C., Banos, O., Pomares, H., Rojas, I., Lee, S. High-Level Context Architecture for Real Time Identication of Human Behavior. International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2016), Granada, Spain, April 20-22, (2016). [PDF BiBTeX]
Guillen, A., Herrera, L. J., Banos, O., Garcia-Saura, P. L., Munoz, A., Guillen, J. F. A new approach to improve coping strategies to surgery in children. International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2016), Granada, Spain, April 20-22, (2016). [PDF BiBTeX]
Moreno, S., Damas, M., Pomares, H., Moral-Munoz, J. A., Banos, O. A Gamified System to Support Cancer Patients Recovery. International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2016), Granada, Spain, April 20-22, (2016). [PDF BiBTeX]
Banos, O., Villalonga, C., Bang, J. H., Hur, T. H., Kang, D. W., Park, S. B., Hyunh-The, T., Vui, L. B., Lee, S. Inferring Human Behavior by means of Multimodal Context Mining. International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2016), Granada, Spain, April 20-22, (2016). [PDF BiBTeX]
Banos, O., Damas, M., Guillen, A., Herrera, L. J., Pomares, H., Rojas, I., Villalonga, C., Lee, S. On the Development of A Real-Time Multi-Sensor Activity Recognition System. International Work-conference on Ambient Assisted Living an Active Ageing (IWAAL 2015), Puerto Varas, Chile, December 1-4, (2015). [PDF BiBTeX LINK SLIDES]
Villalonga, C., Banos, O., Ali Khan, W., Ali, T., Razzaq, M. A., Lee, S., Pomares, H., Rojas, I. High-Level Context Inference for Human Behavior Identification. International Work-conference on Ambient Assisted Living an Active Ageing (IWAAL 2015), Puerto Varas, Chile, December 1-4, (2015). [PDF BiBTeX LINK SLIDES]
Ali, W. K., Amin, M. B., Banos, O., Ali, T., Hussain, M., Afzal, M., Hussain, S., Hussain, J., Ali, R., Ali, M., Kang, D. U., Bang, J. H., Hur, T. H., Ali, B., Idris, M., Razzaq, A., Lee, S., Kang, B. H. Mining Minds: Journey of Evolutionary Platform for Ubiquitous Wellness. International Conference on Ubiquitous Healthcare (u-Healthcare 2015), Osaka, Japan, Nov 30-Dec 2, (2015). [PDF BiBTeX]
Wansing, C., Banos, O., Gloesekoetter, P., Pomares, H., Rojas, I. Development of a platform for the exchange of biodatasets with integrated opportunities for artificial intelligence using MatLab. World Conference on Complex Systems (WCCS 2015), Marrakech, Morocco, November 23-25, (2015). [PDF BiBTeX LINK]
Huynh-The, T., Banos, O., Le, B. V., Bui, D. M., Lee, S., Yoon, Y., Le-Tien, T. PAM-Based Flexible Generative Topic Model For 3D Interactive Activity Recognition. International Conference on Advanced Technologies for Communications (ATC 2015), Hochiminh, Vietnam, October 14-16, (2015). [PDF BiBTeX LINK]
Huynh-The, T., Banos, O., Le, B. V., Bui, D. M., Lee, S., Yoon, Y., Le-Tien, T. Background Subtraction With Neighbor-based Intensity Correction Algorithm. International Conference on Advanced Technologies for Communications (ATC 2015), Hochiminh, Vietnam, October 14-16, (2015). [PDF BiBTeX LINK]
Banos, O., Moral-Munoz, J.A., Diaz-Reyes, I., Arroyo-Morales, M., Damas, M., Pomares, H., Rojas, I., Villalonga, C., Bang, J.H., Kang, D.U., Hong, C. S., Lee, S. Facilitating Trunk Endurance Assessment by means of Mobile Health Technologies. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), Osaka, Japan, September 7-11, (2015). [PDF BiBTeX LINK SLIDES]
Banos, O., Bang, J. H., Hur, T. H., Siddiqui, M., Hyunh-The, T., Vui, L. B., Ali Khan, W., Ali, T., Villalonga, C., Lee, S. Mining Human Behavior for Health Promotion. 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), Milano, Italy, August 25-29, (2015). [PDF BiBTeX LINK SLIDES]
Banos, O., Hong, C. S., Lee, S. A novel feature selection technique for improving wearable activity recognition. Korea Computer Conference (KCC 2015), Jeju, South Korea, June 24-26, (2015). [PDF BiBTeX LINK]
Banos, O., Galvez, J. M., Damas, M., Guillen, A., Herrera, L. J., Pomares, H., Rojas, I., Villalonga, C., Hong, C. S., Lee, S. Multiwindow Fusion for Wearable Activity Recognition. International Work Conference on Artificial Neural Networks (IWANN 2015), Palma de Mallorca, Spain, June 10-12, (2015). [PDF BiBTeX LINK SLIDES]
Villalonga, C., Banos, O., Pomares, H., Rojas, I. Ontological Sensor Selection for Wearable Activity Recognition. International Work Conference on Artificial Neural Networks (IWANN 2015), Palma de Mallorca, Spain, June 10-12, (2015). [PDF BiBTeX LINK SLIDES]
Guillen, A., Liebana, F., Herrera, L. J., Banos, O., Rojas, I. Performing variable selection by multiobjective criterion: an application to mobile payment. International Work Conference on Artificial Neural Networks (IWANN 2015), Palma de Mallorca, Spain, June 10-12, (2015). [PDF BiBTeX LINK]
Herrera, L. J., Guillen, A., Martinez, R., Garcia, C., Pomares, H., Banos, O., Rojas, I. Modeling the EUR/USD index using LS-SVM and performing variable selection. International Work Conference on Artificial Neural Networks (IWANN 2015), Palma de Mallorca, Spain, June 10-12, (2015). [PDF BiBTeX LINK]
Hussain, J., Ali, M., Bilal, M., Ahmad, H. F., Banos, O., Sungyoung, L. SNS based predictive model for depression assessment. International Conference On Smart homes and Health Telematics (ICOST 2015), Geneva, Switzerland, June 10-12, (2015). [PDF BiBTeX LINK]
Banos, O., Bilal Amin, M., Ali Khan, W., Afzal, M., Ali, T., Kang, B. H., Lee, S. Mining Minds: an innovative framework for personalized health and wellness support. International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2015), Istanbul, Turkey, May 20-23, (2015). [PDF BiBTeX LINK SLIDES]
Banos, O., Bilal Amin, M., Ali Khan, W., Afzal, M., Ahmad, M., Ali, M., Ali, T., Ali, R., Bilal, M., Han, M., Hussain, J., Hussain, M., Hussain, S., Hur, T. H., Bang, J. H., Huynh-The, T., Idris, M., Kang, D. W., Park, S. B., Siddiqui, M., Vui, L. B., Fahim, M., Khattak, A. M., Kang, B. H., Lee, S. An Innovative Platform for Person-Centric Health and Wellness Support. International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2015), Granada, Spain, April 15-17, (2015). [PDF BiBTeX LINK]
Villalonga, C., Banos, O., Pomares, H., Rojas, I. An Ontology for Dynamic Sensor Selection in Wearable Activity Recognition. International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2015), Granada, Spain, April 15-17, (2015). [PDF BiBTeX LINK SLIDES]
Hyunh-The, T., Banos, O., Lee, S., Yoon, Y., Le-Tien, T. A Novel Watermarking Scheme for Image Authentication in Social Networks. ACM International Conference on Ubiquitous Information Management and Communication (IMCOM 2015), Bali, Indonesia, January 8-10, (2015). [PDF BiBTeX LINK SLIDES]
Banos, O., Garcia, R., Holgado, J. A., Damas, M., Pomares, H., Rojas, I., Saez, A., Villalonga, C. mHealthDroid: a novel framework for agile development of mobile health applications. 6th International Work-conference on Ambient Assisted Living an Active Ageing (IWAAL 2014), Belfast, Northern Ireland, December 2-5, (2014). [PDF BiBTeX LINK SLIDES]
Banos, O., Galvez, J. M., Damas, M., Pomares, H., Rojas, I. Evaluating the effects of signal segmentation on activity recognition. International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2014), Granada, Spain, April 7-9, (2014). [PDF BiBTeX LINK SLIDES]
Banos, O., Damas, M., Pomares, H., Rojas, I. Handling displacement effects in on-body sensor-based activity recognition. 5th International Work-conference on Ambient Assisted Living an Active Ageing (IWAAL 2013), San Jose, Costa Rica, December 2-6, (2013). [PDF BiBTeX LINK SLIDES] Best Paper Award
Herrera L. J., Rojas, I., Pomares, H., Guillen A., Valenzuela, O., Banos O. Classification of MRI images for Alzheimer’s disease detection. IEEE International Conference on on Biomedical Computing (BioMedCom 2013), Washington D.C., USA, September 8-14, (2013). [PDF BiBTeX LINK]
Valenzuela, O., Rojas, F., Herrera, L. J., Ortuno, F., Banos, O., Ruiz, G., Tribak, H., Pomares, H., Rojas, I. Intelligent systems to autonomously classify several arrhythmia using information from ECG. IEEE International Conference on on Biomedical Computing (BioMedCom 2013), Washington D.C., USA, September 8-14, (2013). [PDF BiBTeX LINK]
Banos, O., Damas, M., Pomares, H., Rojas, I. Activity recognition based on a multi-sensor meta-classifier. International Work Conference on Artificial Neural Networks (IWANN 2013), Tenerife, Spain, June 12-14, (2013). [PDF BiBTeX LINK SLIDES]
Banos, O., Damas, M., Glösekötter, P., Hermes, A., Hendrik, H., Pomares, H., Rojas, I. PhysioDroid: an app for physiological data monitoring. International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2013), Granada, Spain, March 18-20, (2013). [PDF BiBTeX LINK SLIDES]
Banos, O., Toth, M. A., Damas, M., Pomares, H., Rojas, I., Amft, O. A benchmark dataset to evaluate sensor displacement in activity recognition. 14th ACM International Conference on Ubiquitous Computing (Ubicomp 2012), Pittsburgh, USA, September 5-8, (2012). [PDF BiBTeX LINK SLIDES]
Banos, O., Calatroni, A., Damas, M., Pomares, H., Rojas, I., Troester, G., Sagha, H., Millan, J. del R., Chavarriaga, R., Roggen, D. Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems Across Sensor Modalities. 16th Annual International Symposium on Wearable Computers (ISWC 2012), Newcastle, United Kingdom, June 18-22 (2012). [PDF BiBTeX LINK SLIDES]
Banos, O., Damas, M., Pomares, H., Rojas, I. Human multisource activity recognition for AAL problems. 5th International Symposium on Ubiquitous Computing and Ambient Intelligence (UCAmI 2011), Riviera Maya, Mexico, December 5-9, (2011). [PDF BiBTeX LINK]
Banos, O., Damas, M., Pomares, H., Rojas, I. Application of a novel feature selector for human activity recognition based on inertial monitored data. IEEE International Conference on Artificial Intelligence (ICAI 2011), Las Vegas, Nevada, USA, July 18-21, (2011). [PDF BiBTeX LINK]
Banos, O., Damas, M., Pomares, H., Rojas, I. Recognition of Human Physical Activity based on a novel Hierarchical Weighted Classification scheme. International Joint Conference on Neural Networks (IJCNN 2011), San Jose, California, USA, July 31-August 5, (2011). [PDF BiBTeX LINK SLIDES]
Banos, O., Damas, M., Pomares, H., Rojas, I. Automatic Recognition of Daily Living Activities based on a Hierarchical Classifier. International Work Conference on Artificial Neural Networks (IWANN 2011), Torremolinos, Malaga, Spain, June 8-10, (2011). [PDF BiBTeX LINK]
Banos, O., Damas, M., Pomares, H., Rojas, I. Ambient Living Activity Recognition based on Feature-set Ranking Using Intelligent Systems. IEEE International Joint Conference on Neural Networks (IJCNN 2010), Barcelona, Spain, July 18-23, (2010). [PDF BiBTeX LINK SLIDES]
Banos, O., Damas, M., Pomares, H., Rojas, I. Novel Method for Feature-set Ranking Applied to Physical Activity Recognition. 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2010), Cordoba, Spain, June 1-4, (2010). [PDF BiBTeX LINK]