A combined approach for real-time data compression in wireless body sensor networks, IEEE Sens. J, vol.17, pp.6129-6135, 2017. ,
Medical Data Processing and Analysis for Remote Health and Activities Monitoring. High-Performance Modelling and Simulation for Big Data Applications ,
, , vol.11400, pp.186-220, 2019.
Efficient cluster-based routing algorithm for body sensor networks, Proceedings of the 2018 IEEE Middle East and North Africa Communications Conference (MENACOMM), pp.1-6, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01992721
Data Science Algorithms and Techniques for Smart Healthcare Using IoT and Big Data Analytics. Smart Techniques for a Smarter Planet, vol.11400, pp.211-241, 2019. ,
Deep learning for IoT big data and streaming analytics: A survey, IEEE Commun. Surv. Tutor, pp.2923-2960, 2018. ,
Lightweight and confidential data aggregation in healthcare wireless sensor networks, Trans. Emerg. Telecommun. Technol, vol.27, pp.576-588, 2016. ,
Energy-efficient data reduction techniques for wireless seizure detection systems, Sensors, vol.14, pp.2036-2051, 2014. ,
Big data reduction for a smart city's critical infrastructural health monitoring, IEEE Commun. Mag, vol.56, pp.128-133, 2018. ,
Resiliency in distributed sensor networks for prognostics and health management of the monitoring targets, Comput. J, vol.59, pp.275-284, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-02131167
Physiological sensor signals classification for healthcare using sensor data fusion and case-based reasoning, Sensors, vol.14, pp.11770-11785, 2014. ,
Priority Schemes for Life Extension and Data Delivery in Body Area Wireless Sensor Networks with Cognitive Radio Capabilities, Wirel. Commun. Mob. Comput, 2019. ,
Energy-efficient data reduction techniques for EEG wireless body sensor networks, Proceedings of the Qatar Foundation Annual Research Forum, pp.24-25, 2013. ,
Hadoop and MapReduce technology as a solution for Wireless Body Area Networks in e-Health, Proceedings of the 2nd International Conference on Computing and Wireless Communication Systems, pp.17-22, 2017. ,
Hadoop-based healthcare information system design and wireless security communication implementation, Mob. Inf. Syst, vol.9, 2015. ,
Modern framework for distributed healthcare data analytics based on Hadoop, Information and Communication Technology-EurAsia Conference, vol.8407, pp.348-355, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01397231
A scalable correlation-based approach for outlier detection in wireless body sensor networks, Int. J. Commun. Syst, vol.32, 2019. ,
Big data management for healthcare systems: Architecture, requirements, and implementation, Adv. Bioinform, pp.1-6, 2018. ,
Smart health monitoring and management system: Toward autonomous wearable sensing for internet of things using big data analytics, Future Gener. Comput. Syst, vol.91, pp.611-619, 2019. ,
Real-time stress evaluation using wireless body sensor networks, Proceedings of the IEEE 2018 Wireless Days (WD), pp.3-5, 2018. ,
Self-adaptive data collection and fusion for health monitoring based on body sensor networks, IEEE Trans. Ind. Inform, vol.12, pp.2342-2352, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-02131158
Real-time sampling rate adaptation based on continuous risk level evaluation in wireless body sensor networks, Proceedings of the IEEE 13th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), pp.1-8, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-02472589
Health risk assessment and decision-making for patient monitoring and decision-support using wireless body sensor networks, Inf. Fusion, vol.47, pp.10-22, 2019. ,
, Apache Software Foundation, 2011.
, Apache Software Foundation, 2009.
, , 2014.
, Apache Software Foundation, p.15, 2006.
Some methods for classification and analysis of multivariate observations, Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, vol.1, pp.281-297, 1967. ,
, , p.10, 2003.
, National Early Warning Score (NEWS
Data classification: Algorithms and applications, Mining and Knowledge Discovery Series, 2014. ,
, MIMIC Database on PhysioNet, 2000.
Silhouettes: A graphical aid to the interpretation and validation of cluster analysis, J. Comput. Appl. Math, vol.20, pp.53-65, 1987. ,