A review of data mining with big data towards its applications in the electronics industry

S Lv, H Kim, B Zheng, H Jin - Applied Sciences, 2018 - mdpi.com
Featured Application This review not only benefits researchers to develop strong research
themes and identify gaps in the field but also helps practitioners for DM and Big Data …

Digital twin intelligent system for industrial IoT-based big data management and analysis in cloud

CL Stergiou, KE Psannis - Virtual Reality & Intelligent Hardware, 2022 - Elsevier
Background This work initially surveys and illustrates the multiple open challenges in the
field of industrial IoT-based Big Data management and analysis in Cloud environments …

Data analytics and optimization for smart industry

L Tang, Y Meng - Frontiers of Engineering Management, 2021 - Springer
Industrial intelligence is a core technology in the upgrading of the production processes and
management modes of traditional industries. Motivated by the major development strategies …

The role of big data analytics in the context of modeling design and operation of manufacturing systems

F Psarommatis, PA Dreyfus, D Kiritsis - … for mass personalization in the era …, 2022 - Elsevier
Contemporary industries are generating a huge amount of data coming from a high variety
of sources, such as machine controllers, corporate systems, sensors, operators, and more …

Handbook of big data technologies

AY Zomaya, S Sakr - 2017 - Springer
We live in the era of Big Data. We are witnessing radical expansion and integration of digital
devices, networking, data storage, and computation systems. Data generation and …

Internet of things (IoT) and big data analytics (BDA) for digital manufacturing (DM)

Z Bi, Y Jin, P Maropoulos, WJ Zhang… - International Journal of …, 2023 - Taylor & Francis
This paper aims to investigate the impact of enterprise architecture (EA) on system
capabilities in dealing with changes and uncertainties in globalised business environments …

Big data: Current challenges and future scope

A Ashabi, SB Sahibuddin… - 2020 IEEE 10th …, 2020 - ieeexplore.ieee.org
Big Data encompasses huge amounts of raw material which influence multitude of research
fields as well as different industries performance such as business, marketing, social …

An overview of big data analysis

F Arena, G Pau - Bulletin of Electrical Engineering and Informatics, 2020 - beei.org
Big data represents one of the most profound and most pervasive evolutions in the digital
world. Examples of big data come from Internet of Things (IoT) devices, as well as smart …

Big data challenges and opportunities in the hype of Industry 4.0

M Khan, X Wu, X Xu, W Dou - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
The world of industrial automation technology is at the outset of a new era of innovation with
the hype of Industry 4.0. Global modern industrial system converges the power of machines …

Industrial big data analytics: challenges and opportunities

A Al-Abassi, H Karimipour, H HaddadPajouh… - Handbook of big data …, 2020 - Springer
Manufacturing industries generate a large amount of data from various devices, systems and
applications. Challenges, including both data management and data analysis exist in …