Table Of ContentStudies in Computational Intelligence 713
Brajendra Panda
Sudeep Sharma
Usha Batra Editors
Innovations in
Computational
Intelligence
Best Selected Papers of the Third
International Conference on REDSET
2016
Studies in Computational Intelligence
Volume 713
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland
e-mail: [email protected]
The series “Studies in Computational Intelligence” (SCI) publishes new develop-
mentsandadvancesinthevariousareasofcomputationalintelligence—quicklyand
with a high quality. The intent is to cover the theory, applications, and design
methods of computational intelligence, as embedded in the fields of engineering,
computer science, physics and life sciences, as well as the methodologies behind
them. The series contains monographs, lecture notes and edited volumes in
computational intelligence spanning the areas of neural networks, connectionist
systems, genetic algorithms, evolutionary computation, artificial intelligence,
cellular automata, self-organizing systems, soft computing, fuzzy systems, and
hybrid intelligent systems. Of particular value to both the contributors and the
readership are the short publication timeframe and the worldwide distribution,
which enable both wide and rapid dissemination of research output.
More information about this series at http://www.springer.com/series/7092
Brajendra Panda Sudeep Sharma
(cid:129)
Usha Batra
Editors
Innovations in Computational
Intelligence
Best Selected Papers of the Third International
Conference on REDSET 2016
123
Editors
Brajendra Panda Usha Batra
Department ofComputer Scienceand Department ofComputer Science
Computer Engineering Engineering, Schoolof Engineering
University of Arkansas GDGoenka University
Fayetteville, AR Gurgaon,Haryana
USA India
Sudeep Sharma
Schoolof Engineering
GDGoenka University
Gurgaon,Haryana
India
ISSN 1860-949X ISSN 1860-9503 (electronic)
Studies in Computational Intelligence
ISBN978-981-10-4554-7 ISBN978-981-10-4555-4 (eBook)
https://doi.org/10.1007/978-981-10-4555-4
LibraryofCongressControlNumber:2017946032
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Preface
Computation leads the path toward a realm of creation and the product that is even-
tually developed, which is a blend of intelligence, logic, and network. Many decades
have been spent in developing the methods and tools of Computational Intelligence
such as Artificial Neural Networks, Evolutionary Computation, Fuzzy Logic,
Computational Swarm Intelligence, and Artificial Immune Systems. However, their
applications are not disseminated as exhaustively as they could be. Computational
intelligencecanbeusedtoprovidesolutionstomanyreal-lifeproblemswhichcouldbe
translated into binary languages for computers to process it. These problems spread
across different fields such as robotics, bioinformatics, computational biology,
including gene expression, cancer classification, protein function prediction, which
could be solved using techniques of computational intelligence involving applied
mathematics, informatics statistics, computer science, artificial intelligence, cognitive
informatics, connectionism, data mining, graphical methods, intelligent agents and
intelligent systems, knowledge discovery in data (KDD), machine intelligence,
machine learning, natural computing, parallel distributed processing, and pattern
recognition. In recent times, it has become more important to study subjects in an
interdisciplinarywayandprovidecomputationallyintelligentsolutionstoourscientific
and engineering ideas. Promotion of this approach is rapidly picking up pace in
developed countries where curriculum and research frameworks are designed around
this theme and a lot of research has been going on in this field.
Present conference, REDSET (Recent Developments in Science, Engineering and
Technology—2016)inassociationwithSpringer,isourhumbleeffortinthisdirection.
Promotion of inquiry-based education has been the core competence of the School of
EngineeringatGDGoenkaUniversitysinceitsinceptionandpresentconferenceisyet
another step forward. We aim to promote the interdisciplinary nature of scientific
enquiry, which leads to engineering efforts to develop scientific and technologically
innovative solutions to benefit society as a whole.
We received more than 500 papers from 11 different counties including India,
USA., Brunei Darussalam, Bangladesh, Canada, Japan, Nigeria, Gabon, Qatar,
United Arab Emirates, and Saudi Arabia. After undergoing a rigorous peer-review
v
vi Preface
process following international standards, the acceptance rate was 35%. Selection
wasbaseduponoriginalityofidea,innovation,andrelevancetotheconferencetheme
and relation to the latest trends in respective domains. The articles include various
disciplines of physics, chemistry, mathematics, electronics and electrical engineering,
mechanical,civilandenvironmentalengineering,andcomputerscienceandengineering.
Thesepapersarefromscientists,practicingengineersaswellasyoungstudentsfrommore
than105universitiesallovertheglobe.Wehopethattheideasandsubsequentdiscussions
presentedintheconferencewillhelptheglobalscientificcommunitytodrivetowarda
nationallyandgloballyresponsiblesociety.Wealsohopethatyoungmindswillderive
inspirationfromtheireldersandcontributetowarddevelopingsustainablesolutionsforthe
nationandtheworldasawhole.
This conference proceeding volume contains the contributions presented during
the3rdInternational Conference onRecentDevelopments inScience, Engineering
and Technology (REDSET-16), which took place at the GD Goenka University
campus on 21 and 22 October, 2016. We thank Springer for being our publication
partner for this conference. This new book series on “Studies in Computational
Intelligence”consistsof21contributedchaptersafterrigorousreviewbythesubject
matter experts.
Fayetteville, USA Brajendra Panda
Gurgaon, India Sudeep Sharma
Gurgaon, India Usha Batra
Acknowledgements
It is with distinct pleasure that we present to you this book titled Innovations in
ComputationalIntelligencethatcrownedtheREDSET2016(RecentDevelopments
in Science, Engineering and Technology) conference, which was held at the GD
GoenkaUniversity,Sohna,Gurgaon,India,fromOctober21to22,2016.Thisbook
containssome ofthe best papers presentedatthe REDSET 2016 and hadtheclear
objectiveofmovingforwardInnovationsinComputationalIntelligencetothenext
level.
Given that people from every segment of our society, from academia to industry,
fromgovernmenttogeneralpublic,areinundatedwithmassiveamountofinformation,
whetheritcomesthroughwirednetworksorwireless,computersorhandhelddevices,it
isvitalthatcomputationalmethodologiesaredevelopedtodissectallthatdata,filterout
noise, and build knowledge thathelps in decision making. This aspect of computation
has resulted in moving away from the old-fashioned data analysis and stimulated
nature-inspired activities including learning, adapting, and evolving computational
methodologies.Thus,ComputationalIntelligencehasassumedamajorroleinScience,
Technology, Engineering, and Mathematics (STEM) research and is driving the future
oftechnology.Itisourstrongbeliefthatthisfieldwillcontinuetomatureintoanarea
thatiscriticaltotoday’shigh-technologyenvironmentandwillbecomeakeypillarof
our information-dominated society.
At REDSET 2016, we witnessed a highly enthusiastic group of researchers,
developers, and practitioners from academiaand industry come together to present
their research findings on various topics related to Computational Intelligence and
its applications. From the glorious success of REDSET, it was evident that this
budding conference is evolving into a leading conference in India where eminent
researchers from around the world would converge to share their research results
with the STEM community. The papers presented at the conference were of high
qualitywithdiscernablescientificmeritsandsignificantresearchcontributions.For
this book, we have picked some of best papers that were deemed visionary and
cutting edge.
vii
viii Acknowledgements
ComputationalIntelligenceisanareathatwillgainincreasingemphasisinthefuture.
The papers presented in this book will provide a treasure trove to academicians,
researchers,andinformationtechnologypractitionersintheirquestforscholarship.Thus,
we hope the readers will find the book a valuable source of learning and reference for
their ongoing and future research and development endeavors.
TheglorioussuccessofREDSET2016becamepossiblebecauseofthepersistent
efforts made by program chair, members-program chair, and entire organizing
committee.Wewouldliketoexpresssinceregratitudefortheconstantsupportmade
by GD Goenka University Management, hon’ble Vice-Chancellor Prof. (Dr.)
DeependraKumarJha,RegistrarDr.NiteshBansal,andadministratorofGDGoenka
education city Major Kartikey Sharma. A special thanks to University of Arkansas,
for being associated and for participating in REDSET 2016.
We wish to express our sincere appreciation to the members of the technical
program committee and the reviewers who helped in the paper selection process.
We also thank the authors for their contributions that made us assemble such an
exceptional technical set of papers.
Our heartiest and special thanks go to the editorial staff at Springer Ms. Suvira,
Ms. Nidhi, and Mr. Praveen Kumar for their outstanding services and support.
Contents
Neoteric Iris Acclamation Subtlety . .... .... .... .... .... ..... .... 1
Zafar Sherin and Mehta Deepa
Performance Comparison of Hampel and Median Filters
in Removing Deep Brain Stimulation Artifact .... .... .... ..... .... 17
Manjeet Dagar, Nirbhay Mishra, Asha Rani, Shivangi Agarwal
and Jyoti Yadav
Review on Text Recognition in Natural Scene Images.. .... ..... .... 29
Deepti Kaushik and Vivek Singh Verma
Novel Approach of Spoofing Attack in VANET Location
Verification for Non-Line-of-Sight (NLOS)... .... .... .... ..... .... 45
Babangida Zubairu
An Enhanced Method for Privacy-Preserving Data Publishing.... .... 61
Shivam Agarwal and Shelly Sachdeva
Computational Algorithmic Procedure of Integrated Mixture
Distribution Inventory Model with Errors in Inspection .... ..... .... 77
R. Uthayakumar and M. Ganesh Kumar
Texture Analysis of Ultrasound Images of Liver Cirrhosis
Through New Indexes... .... ..... .... .... .... .... .... ..... .... 93
Karan Aggarwal, Manjit Singh Bhamrah and Hardeep Singh Ryait
Neoteric RA Approach for Optimization in ZRP.. .... .... ..... .... 103
Mehta Deepa, Kashyap Indu and Zafar Sherin
Proposed Better Sequence Alignment for Identification
of Organisms Using DNA Barcode . .... .... .... .... .... ..... .... 115
Sandeep Kaur, Sukhamrit Kaur and Sandeep K. Sood
ix
