Data stream management for CPS-based healthcare: a contemporary review

S Tiwari, S Agarwal - IETE Technical Review, 2022 - Taylor & Francis
Data stream management (DSM) for cyber-physical systems (CPSs) provides good quality
care services in the medical domain. This is a very prominent field of research that includes …

[PDF][PDF] Adaptive real time data mining methodology for wireless body area network based healthcare applications

DD Patil, VM Wadhai - Advanced Computing, 2012 - researchgate.net
Since the population is growing, the need for high quality and efficient healthcare, both at
home and in hospital, is becoming more important. This paper presents the innovative …

Mining massive E-health data streams for IoMT enabled healthcare systems

AA Toor, M Usman, F Younas, AC M. Fong, SA Khan… - Sensors, 2020 - mdpi.com
With the increasing popularity of the Internet-of-Medical-Things (IoMT) and smart devices,
huge volumes of data streams have been generated. This study aims to address the concept …

An effective density-based clustering and dynamic maintenance framework for evolving medical data streams

A Al-Shammari, R Zhou, M Naseriparsaa… - International journal of …, 2019 - Elsevier
Background Medical data stream clustering has become an integral part of medical decision
systems since it extracts highly-sensitive information from a tremendous flow of medical …

[图书][B] Spatio-temporal data streams

Z Galić - 2016 - Springer
Recent advances in the information and communication technologies, especially the rapid
development of wireless communication, sensor networks, mobile computing technologies …

[PDF][PDF] Data stream processing in complex applications

K Sheykh Esmaili - 2011 - research-collection.ethz.ch
With a massive increase of available data sources, their high data rates and requirements
for fast response, we have witnessed the emergence of data stream processing as a new …

A framework for processing cumulative frequency queries over medical data streams

A Al-Shammari, R Zhou, C Liu, M Naseriparsa… - … Engineering–WISE 2018 …, 2018 - Springer
Medical data streams processing becomes increasingly important since it extracts critical
information from a continuous flow of patient data. Various types of problems have been …

Real‐Time Clinical Decision Support System with Data Stream Mining

Y Zhang, S Fong, J Fiaidhi… - BioMed Research …, 2012 - Wiley Online Library
This research aims to describe a new design of data stream mining system that can analyze
medical data stream and make real‐time prediction. The motivation of the research is due to …

[HTML][HTML] Strategy for Data Stream Processing Based on Measurement Metadata: An Outpatient Monitoring Scenario

M Diván, L Olsina, S Gordillo - Journal of Software Engineering and …, 2011 - scirp.org
In this work we discuss SDSPbMM, an integrated Strategy for Data Stream Processing
based on Measurement Metadata, applied to an outpatient monitoring scenario. The …

Data stream management systems-a technology for network monitoring and traffic analysis?

V Goebel, T Plagemann - … of the 8th International Conference on …, 2005 - ieeexplore.ieee.org
Summary form only given. A new class of data-intensive applications, such as sensor
networks, network traffic analysis, financial tickers, Web or telecommunications transaction …