Inventive Communication and Computational Technologies: Proceedings of ICICCT 2022

940 Pages·2022·29.213 MB·English

by  G. Ranganathan, Xavier Fernando, Álvaro Rocha

Lecture Notes in Networks and Systems 383
G. Ranganathan
Xavier Fernando
Álvaro Rocha   Editors
Inventive
Communication
and Computational
Technologies
Proceedings of ICICCT 2022
Lecture Notes in Networks and Systems
Volume 383
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Fernando Gomide, Department of Computer Engineering and Automation—DCA,
School of Electrical and Computer Engineering—FEEC, University of
Campinas—UNICAMP, São Paulo, Brazil
Okyay Kaynak, Department of Electrical and Electronic Engineering,
Bogazici University, Istanbul, Turkey
Derong Liu, Department of Electrical and Computer Engineering, University of
Illinois at Chicago, Chicago, USA
Institute of Automation, Chinese Academy of Sciences, Beijing, China
Witold Pedrycz, Department of Electrical and Computer Engineering, University of
Alberta, Alberta, Canada
Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland
Marios M. Polycarpou, Department of Electrical and Computer Engineering,
KIOS Research Center for Intelligent Systems and Networks, University of Cyprus,
Nicosia, Cyprus
Imre J. Rudas, Óbuda University, Budapest, Hungary
Jun Wang, Department of Computer Science, City University of Hong Kong,
Kowloon, Hong Kong
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· ·
G. Ranganathan Xavier Fernando Álvaro Rocha
Editors
Inventive Communication
and Computational
Technologies
Proceedings of ICICCT 2022
Editors
G. Ranganathan Xavier Fernando
Department of Electronics Ryerson Communications Lab
and Communication Engineering Department of Electrical and Computer
Gnanamani College of Technology Engineering
Namakkal, Tamil Nadu, India Ryerson University
Toronto, ON, Canada
Álvaro Rocha
ISEG, University of Lisbon
Lisboa, Portugal
ISSN 2367-3370 ISSN 2367-3389 (electronic)
Lecture Notes in Networks and Systems
ISBN 978-981-19-4959-3 ISBN 978-981-19-4960-9 (eBook)
https://doi.org/10.1007/978-981-19-4960-9
© The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature
Singapore Pte Ltd. 2023
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This book is dedicated to all the young
research aspirants in computing and
communication field and to all the
participants, technical committee members
and guest editors of ICICCT 2022.
Preface
The Sixth International Conference on Inventive Communication and Computa-
tional Technologies (ICICCT 2022) was held on Gnanamani College of Technology,
Namakkal, India, during May 12–13, 2022. ICICCT 2022 aims to cover the recent
advancement and trends in the area of Communication and Computational Technolo-
gies to facilitate knowledge sharing and networking interactions on emerging trends
and new challenges.
ICICCT 2022 Conference tends to collect the latest research results and applica-
tions on data communication and computer networking, software engineering, wire-
less communication, VLSI design and automation, networking, Internet of Things,
cloud and big data. It includes a selection of 70 papers from 342 papers submitted
to the conference from universities and industries all over the world. All of the
accepted papers were subjected to strict peer-reviewing by two–four expert referees.
The papers have been selected for this volume because of the quality and the relevance
to the conference.
ICICCT 2022 would like to express our sincere appreciation to all authors for
their contributions to this book. We would like to extend our thanks to all the
referees for their constructive comments on all papers and our keynote speaker
Dr. Joy Iong Zong Chen, Professor, Department of Electrical Engineering, Da-Yeh
vii
viii Preface
University, Changhua County, Taiwan; especially, we would like to thank the orga-
nizing committee for their hard work. Finally, we would like to thank the Springer
publications for producing this volume.
Dr. G. Ranganathan
Dean
Department of Electronics
and Communication Engineering
Gnanamani College of Technology
Namakkal, Tamil Nadu, India
Dr. Xavier Fernando
Professor and Director
Ryerson Communications Lab
Ryerson University
Toronto, ON, Canada
Dr. Álvaro Rocha
University of Lisbon
Lisboa, Portugal
Contents
A Comparative Study of Employee Attrition Analysis Using
Machine Learning and Deep Learning Techniques .................... 1
Sini Raj Pulari, A. Punitha, S. Raja Varshni Meenachi,
and Shriram Vasudevan
Efficient RNS Realization of High-Speed Arithmetic Multiplier
with Respect to Cryptographic Computation ......................... 13
Gunda Sowmya, Sulguti Sai Sowmya, and J. V. R. Ravindra
An Integrated Terrestrial-Satellite Cellular 5G Network Routing
Protocol Using Reinforcement Learning Techniques .................. 23
J. Deepika and J. Akilandeswari
Direct Trust-Based GPSR Protocol (DT-GPSR) in VANET ............ 41
Meenakshi Gupta, Poonam Gera, and Bharavi Mishra
Combating Challenges in Health Care Using Blockchain .............. 59
Sanchi Singh, Paritosh Krishan, Deepti Mehrotra, and Lipsa Sadath
HIDSC2: Host-Based Intrusion Detection System in Cloud
Computing ........................................................ 71
Vivek Kumar Prasad, A. Raval Abhishek, and Madhuri Bhavsar
The Impact of Online Reviews on Download Numbers of Mobile
Apps ............................................................. 87
Frando Adolian Pella, I. Gusti Agung Ayu Agniera Vincentia Sancti,
Muhammad Rafli Bayhaqi, Rayhan Putrawan, Ford Lumban Gaol,
Tokuro Matsuo, and Fonny Hutagalung
Learning System During the Covid-19 in a University ................. 101
Daniel Lianto, Elisa Jennifer, M. Faustine Arviesta,
S. Reinardus Raurizt, Ford Lumban Gaol, Tokuro Matsuo,
and Fonny Hutagalung
ix
x Contents
The Adoption of Using the Zoom Application as a Learning Tool
to Increase Neuro-cognitive for Public High School in Jakarta ......... 113
Maria Yosephine Mei Noka, Renata Yudianto, Alfine,
Dechwind Skylar Susanto, Ford Lumban Gaol, Tokuro Matsuo,
and Chew Fong Peng
Context-Aware Voice Recognition System for Car Climate
and Infotainment Control .......................................... 127
Swati Shilaskar, Shripad Bhatlawande, and Atharva Gosavi
Study of Identification of Breast Tumor Through DL Technique ....... 139
K. Abinaya and B. Sivakumar
Methods for Assessing Information Security Incidents
in the Enterprise and Making Decisions ............................. 147
Botirov Fayzullajon, Gafurov Sharifjon, and Sayfullaev Sherzod
Data Analytics for Healthcare Institutions: A Data Warehouse
Model Proposal ................................................... 155
Wayner Xavier Bustamante Granda, Fernando Molina-Granja,
Jorge Delgado Altamirano, Milton Paul Lopez, S. Sureshkumar,
and J. N. Swaminathan
The Role of Existing Technology Text to Speech in the Deaf
Disabled Communities Due to Brain Inflammation ................... 165
Latifa Najwa, Rahmat Rizki Hidayah, Huan William, Steven Sanjaya,
Ford Lumban Gaol, Tokuro Matsuo, and Chew Fong Peng
Performance Analysis of Hybrid Deep Learning Approach
for Human Actions Recognition ..................................... 173
Diana Nagpal and Rajiv Kumar
Email Security Framework and Virus Detection Techniques ........... 189
Radhika Rani Chintala, Tentu Sri Ram Kumar, and R. J. V. Sai Chandu
A Survey on LPG Level and Leakage Detection System Using IOT ..... 199
C. Selvarathi, Challa Saichandana, V. Preethi, and M. Priyanka
Explication and Extension of Saga and Microservice Patterns
to Enable Resilient Distributed Transaction .......................... 209
Kashif Reza and Nafisur Rahman
A Prototype Design for Emergency Notifications Between Vehicles
in Vehicular Ad Hoc Networks ...................................... 221
K. Sreejith and Senthilkumar Mathi
A Comparative Analysis of Various Loss Functions for Image Data
Hiding Using Deep Neural Network ................................. 237
M. Chanchal and P. Malathi