Journal papers

2017:

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]

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, (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 (2017). [PDF BiBTeX LINK]


2016:

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. 1-19 (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 services. 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]

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. PP, no. 99, pp. 1-13 (2016). [PDF BiBTeX LINK]


2015:

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]

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, Online (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]


2014:

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]


2013:

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]


2012:

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]

Book chapters

2013:

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]


2010:

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]

Doctoral Thesis

2014:

Banos, O. Robust Expert Systems for more Flexible Real-World Activity Recognition. Ph.D. Thesis, University of Granada, Granada (SPAIN), (2014). [PDF BiBTeX LINK SLIDES]

Conference papers

2017:

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. Health-i-Coach, within the International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2017), Barcelona, Spain, May 23-26, (2017). [ACCEPTED]

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). [ACCEPTED]

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). [ACCEPTED]

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]


2016:

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. 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. 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]


2015:

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]


2014:

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]


2013:

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]


2012:

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]


2011:

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]


2010:

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]