Data quality challenges in large-scale cyber-physical systems: A systematic review
AA Alwan, MA Ciupala, AJ Brimicombe, SA Ghorashi… - Information Systems, 2022 - Elsevier
Cyber-physical systems (CPSs) are integrated systems engineered to combine
computational control algorithms and physical components such as sensors and actuators …
computational control algorithms and physical components such as sensors and actuators …
Time-series clustering for sensor fault detection in large-scale Cyber–Physical Systems
AA Alwan, AJ Brimicombe, MA Ciupala, SA Ghorashi… - Computer Networks, 2022 - Elsevier
Abstract Large-scale Cyber–Physical Systems (CPSs) are information systems that involve a
vast network of sensor nodes and other devices that stream observations in real-time and …
vast network of sensor nodes and other devices that stream observations in real-time and …
Empirical analysis of classification algorithms in data stream mining
A Masrani, M Shukla, K Makadiya - … Proceedings of ICICC 2020, Volume 1, 2020 - Springer
Data stream mining has taken over as a new field of research during past few years. It has
gained lot of attention recently due to its challenging characteristics like dynamic nature …
gained lot of attention recently due to its challenging characteristics like dynamic nature …
Data Quality Management in Large-Scale Cyber-Physical Systems
A Alwan - 2021 - repository.uel.ac.uk
Cyber-Physical Systems (CPSs) are cross-domain, multi-model, advance information
systems that play a significant role in many large-scale infrastructure sectors of smart cities …
systems that play a significant role in many large-scale infrastructure sectors of smart cities …
A comparative study on data stream clustering algorithms
T Keshvani, M Shukla - Proceeding of the International Conference on …, 2020 - Springer
Data stream mining is trending today due to enormous data generation by many
applications. Most of the non-stationary systems generate data which are massive in …
applications. Most of the non-stationary systems generate data which are massive in …
An Optimized Approach of Outlier Detection Algorithm for Outlier Attributes on Data Streams
M Shukla, YP Kosta - New Trends in Computational Vision and Bio …, 2020 - Springer
Advancement in technology has made systems integrated, connected and communicating
with each other, so amount of data generated in day to day life has been increasing in leaps …
with each other, so amount of data generated in day to day life has been increasing in leaps …