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Data Mining and Machine Learning Applications
book

Data Mining and Machine Learning Applications

by Rohit Raja, Kapil Kumar Nagwanshi, Sandeep Kumar, K. Ramya Laxmi
March 2022
Intermediate to advanced content levelIntermediate to advanced
496 pages
12h 39m
English
Wiley-Scrivener
Content preview from Data Mining and Machine Learning Applications

10Data Mining for Cyber-Physical Systems

M. Varaprasad Rao1*, D. Anji Reddy2, Anusha Ampavathi3 and Shaik Munawar4

1Department of Computer Science and Engineering, CMR Technical Campus, Kandlakoya, Hyderabad, India

2Department of Computer Science and Engineering, Vaageshwari College of Engineering, Karimnagar, India

3Department of Computer Science and Engineering, JB Institute of Engineering and Technology, Moinabad, Hyderabad, India

4Department of Computer Science and Engineering, Annamalai University, Chidambaram, India

Abstract

The Cyber-Physical System (CPS) combines corporeal gadgets (i.e. sensors) through digital (i.e., illuminating) apparatuses to create an elusive structure that returns wisely towards complexing variations in actual circumstances. The fundamental aspect of the CPS is the analysis and evaluation of data from woody, challenging, and volatile external structures that can only be gradually transformed into usable knowledge. AI evaluation, such as neighborhood surveys, is being used to derive valuable data and insights from data obtained by smart objects, focusing on which various applications of CPS can be used to make informed choices. Throughout this paper, through the use of size and shape-dependent information stream sorting measurements, based on the Numerous Specimen Flocking Model, is suggested for the evaluation of large-scale details produced from various activities, e.g., system observation, well-being tests, sensor organizations. In the proposed ...

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Publisher Resources

ISBN: 9781119791782Purchase Link