Editors: S. Kannadhasan, R. Nagarajan, N. Shanmugasundaram, Jyotir Moy Chatterjee, P. Ashok

Series Title: Advanced Technologies for Science and Engineering (Volume 1)

Intelligent Technologies for Automated Electronic Systems

eBook: US $49 Special Offer (PDF + Printed Copy): US $90
Printed Copy: US $65
Library License: US $196
ISSN: 3029–2840 (Print)
ISSN: 3029–2859 (Online)
ISBN: 978-981-5179-52-1 (Print)
ISBN: 978-981-5179-51-4 (Online)
Year of Publication: 2024
DOI: 10.2174/97898151795141240101

Introduction

This volume explores a diverse range of applications for automated machine learning and predictive analytics. The content provides use cases for machine learning in different industries such as healthcare, agriculture, cybersecurity, computing and transportation.

Chapter 1 introduces an innovative device for automatically notifying and analyzing the impact of automobile accidents. Chapter 2 focuses on the detection of malaria using systematized image processing techniques. In Chapter 3, an intelligent technique based on LMEPOP and fuzzy logic for the segmentation of defocus blur is discussed. Predictive analytics is introduced in Chapter 4, providing an overview of this emerging field. Chapter 5 delves into discrete event system simulation, offering insights into its applications.

The performance analysis of different hypervisors in OS virtualization is explored in Chapter 6. Load balancing in cloud computing is the subject of investigation in Chapter 7. Chapter 8 presents a survey on a facial and fingerprint-based voting system utilizing deep learning techniques. Chapter 9 explores IoT-based automated decision-making with data analytics in agriculture. Biometric recognition through modality fusion is investigated in Chapter 10. Chapter 11 offers a new perspective on evaluating machine learning algorithms for predicting employee performance. Pre-process methods for cardiovascular diseases diagnosis using CT angiography images are discussed in Chapter 12. Chapter 13 presents the implementation of a smart wheelchair using ultrasonic sensors and LabVIEW.

Cryptography using the Internet of Things is the focus of Chapter 14. Chapter 15 explores machine learning applications for traffic sign recognition, and the book concludes with Chapter 16, which analyzes machine learning algorithms in healthcare.

The book is a resource for academics, researchers, educators and professionals in the technology sector who want to learn about current trends in intelligent technologies.

Contributors

Editor(s):
S. Kannadhasan
Department of Electronics and Communication Engineering
Study World College of Engineering
Coimbatore, Tamilnadu
India


R. Nagarajan
Department of Electrical and Electronics Engineering
Gnanamani College of Technology
Namakkal, Tamilnadu
India


N. Shanmugasundaram
Department of Electrical and Electronics Engineering
VELS Institute of Science Technology
and Advanced Studies (VISTAS)
Chennai, Tamilnadu
India


Jyotir Moy Chatterjee
Scientific Research Group of Egypt (SRGE)
Lord Buddha Education Foundation
Asia Pacific University of Technology & Innovation
Kathmandu
Nepal


P. Ashok
Symbiosis Institute of Digital
and Telecom Management (SIDTM)
Symbiosis International (Deemed University)
Lavale, Pune, Maharashtra
India




Contributor(s):
Annamalai Solayappan
Sri Subramaniya Swamy Government Arts College
Tirutttani
Tamil Nadu
India


A. Wisemin Lins
Vels Institute of Science
Technology and Advanced Studies, Pallavaram
Chennai, Tamil Nadu
India


A. Firos
Department of Computer Science and Engineering
Rajiv Gandhi University
Rono Hills, Doimukh-791112
India


Dhivya R.S.
School of Computing Sciences
VISTAS, Thiruthangal Nadar College
Chennai
India


E.N. Ganesh
Vels Institute of Science
Technology and Advanced Studies, Pallavaram
Chennai, Tamil Nadu
India


G. Rajakumar
Department of Electronics and Communication Engineering
Francis Xavier Engineering College, Tirunelveli
Tamil Nadu
India


J. Mary Ramya Poovizhi
Department of Computer Science
Vels Institute of Science, Technology and Advanced Studies (VISTAS), (Deemed to be University)
Chennai
India


J. Jebathagam
Department of Computer Science
Vels Institute of Science Technology and Advanced Studies, (VISTAS)
Chennai
India


J. Vijayarangam
Department of Applied Mathematics
Sri Venkateswara College of Engineering
Sriperumbudur, Tamil Nadu
India


J. Jebathangam
Department of Computer Science
Vels Institute of Science Technology and Advanced Studies
VISTAS, Chennai
India
/
Department of Information Technology
Vels Institute of Science, Technology and Advanced Studies (VISTAS)
Chennai
India


K. Sharmila
Department of Computer Science
Vels Institute of Science, Technology and Advanced Studies (VISTAS)
Chennai
India


M. Vidhya
Department of Computer Science
Vels Institute of Science, Technology and Advanced Studies (VISTAS), (Deemed to be University)
Chennai
India


M. Gunasekaran
Department of Computer Science
Government Arts College
Salem-636007
India


M. Nisha
Department of Computer Science
Vels Institute of Science Technology and Advanced Studies, VISTAS
Chennai
India


N. Janaki
Vels Institute of Science
Technology and Advanced Studies, Pallavaram
Chennai, Tamil Nadu
India


P. Bhargavi Devi
Department of Computer Science
Vels Institute of Science, Technology and Advanced Studies (VISTAS)
Chennai
India


P. Govindasamy
Vels Institute of Science
Technology and Advanced Studies, Pallavaram
Chennai, Tamil Nadu
India


R. Sebasthi Priya
Department of Mathematics
University College of Engineering
Tiruchirappalli
India


R. Kabilan
Department of Electronics and Communication Engineering
Francis Xavier Engineering College, Tirunelveli
Tamil Nadu
India


R. Ravi
Department of CSE, Francis Xavier Engineering College
Tirunelveli, Tamil Nadu
India
/
Department of Electronics and Communication Engineering
Francis Xavier Engineering College, Tirunelveli
Tamil Nadu
India


R. Devi
Department of Computer Science
Vels Institute of Science, Technology and Advanced Studies (VISTAS), (Deemed to be University)
Chennai
India


R. Mallika Pandeeswari
Department of Electronics and Communication Engineering
Francis Xavier Engineering College, Tirunelveli
Tamil Nadu
India


S. Shargunam
Department of Electronics and Communication Engineering
Francis Xavier Engineering College, Tirunelveli
Tamil Nadu
India


Seema Khanum
Department of Computer Science and Engineering
Rajiv Gandhi University
Rono Hills, Doimukh-791112
India


S. Kamalakannan
Dept of Information Technology
Vels Institute of Science, Technology and Advanced Studies
Chennai
India


S.V. Rajiga
Department of Computer Science
Government Arts College
Dharmapuri-636705
India


Sujatha P.
School of Computing Sciences
VISTAS, Thiruthangal Nadar College
Chennai
India


S.K. Piramu Preethika
School of Computing Sciences
VISTAS, Pallavaram
Chennai, Tamil Nadu
India


T. Karthikeyan
Dept of Mathematics
Ramakrishna Mission Vivekananda College
Chennai
India


T.R. Premila
Vels Institute of Science
Technology and Advanced Studies, Pallavaram
Chennai, Tamil Nadu
India


T. Santhi Punitha
School of Computing Sciences
VISTAS, Pallavaram
Chennai, Tamil Nadu
India


U. Lathamaheswari
Department of Computer Science
Vels Institute of Science Technology and Advanced Studies, (VISTAS)
Chennai
India


V. Jeevitha
Department of Computer Science
Vels Institute of Science, Technology and Advanced Studies (VISTAS)
Chennai
India