Table Of ContentAshish Kumar Luhach ·
Kamarul Bin Ghazali Hawari ·
Ioan Cosmin Mihai · Pao-Ann Hsiung ·
Ravi Bhushan Mishra Editors
Smart
Computational
Strategies:
Theoretical and
Practical Aspects
Smart Computational Strategies: Theoretical
and Practical Aspects
Ashish Kumar Luhach
(cid:129)
Kamarul Bin Ghazali Hawari
(cid:129)
Ioan Cosmin Mihai Pao-Ann Hsiung
(cid:129) (cid:129)
Ravi Bhushan Mishra
Editors
Smart Computational
Strategies: Theoretical
and Practical Aspects
123
Editors
AshishKumar Luhach Kamarul BinGhazaliHawari
Department ofComputer Science Faculty of Electrical andElectronics
andEngineering Engineering
Maharishi DayanandUniversity Universiti Malaysia Pahang
Rohtak, Haryana,India Pekan,Pahang,Malaysia
IoanCosmin Mihai Pao-AnnHsiung
Department ofPolice andBehavioral National Chung ChengUniversity
Science Minxiong,Chiayi, Taiwan
Alexandru IoanCuzaPolice Academy
Bucharest, Romania
RaviBhushan Mishra
Department ofComputer Science
andEngineering
Indian Institute of Technology (BHU)
Varanasi, Uttar Pradesh, India
ISBN978-981-13-6294-1 ISBN978-981-13-6295-8 (eBook)
https://doi.org/10.1007/978-981-13-6295-8
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Contents
Part I Computing Methodologies
Reduce the Impact of Chronic Diseases Using MANETs—Botswana
Case Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Sreekumar Narayanan, Tazviona Gwariro Simba,
Neelamegam Chandirakasan and Rajivkumar
Detection and Analysis of Lung Cancer Using Radiomic
Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13
Shallu, Pankaj Nanglia, Sumit Kumar and Ashish Kumar Luhach
LSB Steganographic Approaches for Hiding Acoustic Data
in Video by Using Chaotic and XORing Technique . . . . . . . . . . . . . . . 25
Namrata Singh and Jayati Bhardwaj
Machine Learning Configurations for Enhanced Human Protein
Function Prediction Accuracy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37
Amritpal Singh, Sunny Sharma, Gurvinder Singh and Rajinder Singh
Automatic Human Gender Identification Using Palmprint . . . . . . . . . . 49
Shivanand S. Gornale, Abhijit Patil, Mallikarjun Hangarge
and Rajmohan Pardesi
Seasonality as a Parrondian Game in the Superior Orbit . . . . . . . . . . . 59
Anju Yadav, Ketan Jha and Vivek K. Verma
Comparative Study of Combination of Swarm Intelligence
and Fuzzy C Means Clustering for Medical Image Segmentation. . . . . 69
Thiyam Ibungomacha Singh, Romesh Laishram and Sudipta Roy
BlockCoordinateDescentBasedAlgorithmforImageReconstruction
in Photoacoustic Tomography. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 81
Anjali Gupta, Ashok Kumar Kajla and Ramesh Chandra Bansal
v
vi Contents
Applying Machine Learning Algorithms for News Articles
Categorization: Using SVM and kNN with TF-IDF Approach . . . . . . . 95
Kanika and Sangeeta
Syntactic Analysis of Participial-Type Complex Sentence
in Punjabi Language. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107
Sanjeev Kumar Sharma and Misha Mittal
Perception-Based Classification of Mobile Apps:
A Critical Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 121
Mamta Pandey, Ratnesh Litoriya and Prateek Pandey
An Improved Approach in Fingerprint Recognition Algorithm. . . . . . . 135
Meghna B. Patel, Satyen M. Parikh and Ashok R. Patel
Analysis of Neck Muscle Fatigue During Cervical Traction
Treatment Using Wireless EMG Sensor . . . . . . . . . . . . . . . . . . . . . . . . 153
Hemlata Shakya and Shiru Sharma
Part II Hardware
Simulation Performance of Conventional IDMA System with DPSK
Modulation and Modern Fisher–Yates Interleaving Schemes . . . . . . . . 165
Vinod Shokeen, Manish Yadav and Pramod Kumar Singhal
DefectedGroundStructureIntegratedRectangularMicrostripPatch
Antenna on Semi-insulating Substrate for Improved Polarization
Purity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 175
Abhijyoti Ghosh and Banani Basu
Design of SIW-Fed Broadband Microstrip Patch Antenna
for E-Band Wireless Communication . . . . . . . . . . . . . . . . . . . . . . . . . . 185
Maharana Pratap Singh, Rahul Priyadarshi and Prashant Garg
Part III Networks
Performance Analysis of Various Cryptographic Techniques
in VANET. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 197
Sandeep Kumar Arora and Sonika
Network Selection Techniques Using Multiple-Criteria
Decision-Making for Heterogeneous Cognitive Radio Networks
with User Preferences . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215
Krishan Kumar and Mani Shekhar Gupta
Energy Detection-Based Spectrum Sensing Scheme Using Compel
Cooperation in Cognitive Radio Networks . . . . . . . . . . . . . . . . . . . . . . 227
Krishan Kumar, Hitesh Tripathi and Mani Shekhar Gupta
Contents vii
Performance and Comparison Analysis of MIEEP Routing Protocol
Over Adapted LEACH Protocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 237
Rahul Priyadarshi, Soni Yadav and Deepika Bilyan
Performance Analysis of Adapted Selection Based Protocol
Over LEACH Protocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 247
Rahul Priyadarshi, Soni Yadav and Deepika Bilyan
Part IV Information Systems
Leveraging Big Data Analytics Utilizing Hadoop Framework
in Sports Science. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 259
Gagandeep Jagdev and Sarabjeet Kaur
PEFT-Based Hybrid PSO for Scheduling Complex Applications
in IoT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 273
Komal Middha and Amandeep Verma
About the Editors
Dr. Ashish Kumar Luhach received his Ph.D. in Computer Science from
Banasthali University, India and post-doctoral degree from Latrobe University,
Australia. Since February 2018, Dr. Luhach has been working as an Associate
Professor and Head of the Department of Computer Science and Engineering. He
has more than a decade of teaching and research experience and has also worked
with various reputed universities in an administrative capacity. He has published
morethan40researchpapersinjournalsandconferenceproceedings,andserveson
the editorial board of various reputed journals.
Prof. Kamarul Bin Ghazali Hawari received his Ph.D. from the University
Kebangsaan Malaysia (UKM) and is currently serving as a Professor and Dean
of the Faculty of Electrical and Electronics Engineering, University Malaysia
Pahang, Malaysia. With more than 100 research publications in reputed journals
andconferenceproceedingstohiscredit,Prof.Hawari’smainresearchinterestsare
in Machine Vision Systems, Image Processing, Signal Processing, Intelligent
Systems, Vision Control, Computer Control Systems, Thermal Imaging Analysis
and Computer Engineering.
Dr.HawariisalsoamemberoftheBoardofEngineersMalaysia,SeniorMember
oftheIEEE(SMIEEE),andMemberoftheIEEECommunicationsSocietyChapter.
He has edited many reputed books and received severalresearch grants.
Dr. Ioan Cosmin Mihai is a prominent researcher in the field of cyber security,
and is currently serving as an Associate Professor at the Faculty of Electronics,
Telecommunications and Information Technology, University Politehnica of
Bucharest,Romaniaandatthe“AlexandruIoanCuza”PoliceAcademy,Romania.
Dr. Mihai is the Editor-in-Chief of various international journals, e.g. the
InternationalJournalofInformationSecurityandCyberCrime.TheVice-president
of the Romanian Association for Information Security Assurance, Dr. Mihai has
authored several books in the fields of cyber security and e-learning.
ix
x AbouttheEditors
Prof. Pao-Ann Hsiung received his Ph.D. from National Taiwan University,
Taipei,Taiwan,whereheiscurrentlyaProfessorandDeanofInternationalAffairs.
Dr. Hsiung has published more than 260 papers in top international Journals and
conference proceedings, and received the 2001 ACM Taipei Chapter Kuo-Ting Li
YoungResearcherawardforsignificantcontributionstotheDesignAutomationof
Electronic Systems.
Dr. Hsiung is an IET Fellow and senior member of the IEEE, IEEE Computer
SocietyandACM.Hisresearchinterestsinclude:SmartGrids,SmartTraffic,Driver
Fatigue Prediction, Landslide Prediction, Cyber-Physical System Design,
ReconfigurableComputingandSystemDesign,andSystem-on-Chip(SoC)Design
and Verification.
Prof. Ravi Bhushan Mishra is a senior Professor at the Indian Institute of
Technology (BHU), India. With more than 40 years of teaching and research
experience, and more than 250 publications in reputed international journals and
conference proceedings, Prof. Mishra’s areas of interest include Artificial
Intelligence, Multi-Agent Systems, the Semantic Web and Robotics.
Part I
Computing Methodologies
