Table Of ContentS. Subramanian · R. Nadarajan
Shrisha Rao · Shina Sheen (Eds.)
Communications in Computer and Information Science 679
Digital Connectivity –
Social Impact
51st Annual Convention
of the Computer Society of India, CSI 2016
Coimbatore, India, December 8–9, 2016
Proceedings
123
Communications
in Computer and Information Science 679
Commenced Publication in 2007
Founding and Former Series Editors:
Alfredo Cuzzocrea, Dominik Ślęzak, and Xiaokang Yang
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Simone Diniz Junqueira Barbosa
Pontifical Catholic University of Rio de Janeiro (PUC-Rio),
Rio de Janeiro, Brazil
Phoebe Chen
La Trobe University, Melbourne, Australia
Xiaoyong Du
Renmin University of China, Beijing, China
Joaquim Filipe
Polytechnic Institute of Setúbal, Setúbal, Portugal
Orhun Kara
TÜBİTAK BİLGEM and Middle East Technical University, Ankara, Turkey
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St. Petersburg Institute for Informatics and Automation of the Russian
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Harbin Institute of Technology (HIT), Harbin, China
Krishna M. Sivalingam
Indian Institute of Technology Madras, Chennai, India
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Osaka University, Osaka, Japan
More information about this series at http://www.springer.com/series/7899
S. Subramanian R. Nadarajan
(cid:129)
Shrisha Rao Shina Sheen (Eds.)
(cid:129)
–
Digital Connectivity
Social Impact
51st Annual Convention
of the Computer Society of India, CSI 2016
–
Coimbatore, India, December 8 9, 2016
Proceedings
123
Editors
S. Subramanian Shrisha Rao
Karpagam Academy of HigherEducation International Institute of Information
Coimbatore Technology
India Bengaluru, Karnataka
India
R. Nadarajan
PSGCollegeof Technology ShinaSheen
Coimbatore AppliedMathematics andComputational
India Sciences
PSGCollegeof Technology
Coimbatore, Tamil Nadu
India
ISSN 1865-0929 ISSN 1865-0937 (electronic)
Communications in Computer andInformation Science
ISBN 978-981-10-3273-8 ISBN978-981-10-3274-5 (eBook)
DOI 10.1007/978-981-10-3274-5
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Preface
The most recent advancements in the dynamically expanding realm of Internet and
networking technologies have provided a scope for research and development in
computer science and its allied thrust areas. In this series, CSI 2016 organized by the
CSI Coimbatore Chapter during December 8–10, 2016, invited submission of
high-quality, original scientific papers presenting novel research, focusing on infor-
mation and communication technologies (ICT) and generally all interdisciplinary
streamsofengineeringsciences,havingacentralfocuson“DigitalConnectivity–Social
Impact.” It is an opportunity for researchers to meet and discuss solutions, scientific
results, and methods in solving intriguing problems.
The theme “Digital Connectivity–Social Impact” was selected to highlight the
importance of technology in solving social problems and thereby creating a long-term
impactonsociety.Theconventioninvites papers infour distinguished areas including
computational intelligence, IT for society, network computing, and information sci-
ence. Papers were solicited from industry, government, and academia (including stu-
dents)coveringrelevantresearch,technologies,methodologies,tools,andcasestudies.
The aim of the convention was to explore and emphasize the role of technology in
real-world problems.
Computational intelligence (CI), a dynamic domain of modern information science
has been applied in many fields of engineering, data analytics, forecasting, biomedi-
cine, and others. CI systems use nature-inspired computational approaches and tech-
niquestosolvecomplexreal-worldproblems.Thewidespreadapplicationsrangefrom
image and sound processing, signal processing, multidimensional data visualization,
steering of objects, to expert systems and many other potential practical implementa-
tions. CI systems have the capability to reconstruct behaviors observed in learning
sequences, and can form rules of inference and generalize knowledge in situations
when they are expected to make predictions or to classify the object to one of the
previously observed categories. The CI track consists of the research articles that
exhibit various potential practical applications.
Information science is an interdisciplinary field primarily concerned with the
analysis, collection, classification, manipulation, storage, retrieval, movement, dis-
semination,and protection ofinformation. Informationaccess isan area ofresearchat
the intersection of informatics, information science, information security, language
technology, computer science, and library science. The objectives of information
access research are to automate the processing of large and unwieldy amounts of
information and to simplify users’ access to it. Applicable technologies include
information retrieval, text mining, machine translation, and text categorization; papers
related to these topics were included in this track.
Networkcomputingisagenerictermincomputingthatreferstocomputersornodes
working together over a network. The broad term “network computing” represents a
way of designing systems to take advantage of the latest technology and maximize its
VI Preface
positive impact on business solutions and their ability to serve their customers. Net-
workcomputinghelpslinkorganizationswiththeirsuppliersandcustomersacrossthe
world, brings the benefits of computing to new audiences, and extends the scope of
electronic commerce. It encompasses cloud computing, distributed computing, and
virtualnetworkcomputing.Thistrackhighlightsthenetworkingcapabilitiesneededto
solve the most challenging problems in every domain.
Technology can be a powerful tool that can be harnessed to efficiently and effec-
tively provide resources to those who need them. As technology spreads globally, the
opportunitytousetechnologyasamechanismtosolvepressingsocialproblemsgrows.
The goal of the “IT for Society” category was to stimulate new thinking on a broad
range of social benefits of information technology.
We received 74 papers in total, and accepted 23 papers (31%). Every submitted
paper went through a rigorous review process. Where issues remained, additional
reviews were commissioned.
The organizers ofCSI 2016whole heartedly appreciate thepeer reviewersfor their
support and valuable comments for ensuring the quality of the proceedings. We also
extendourwarmestgratitudetoSpringerfortheircontinuedsupportinbringingoutthe
proceedings volume in time and for excellent production quality. We would like to
thank all keynote speakers, Advisory Committee members, and the chairs for their
excellent contribution. We hope that all the participants of the conference benefited
academically and wish them success in their research career.
This CSI series traditionally results in new contacts between the participants and
interdisciplinarycommunications,oftenrealizedinnewjointresearch.Webelievethat
this tradition will continue in the future as well.
December 2016 S. Subramanian
R. Nadarajan
Shrisha Rao
Shina Sheen
Organization
President CSI
Anirban Basu
Chair
P.R. Rangaswami
Program Chair
S. Subramanian
Program Co-chair
R. Nadarajan
Advisory Committee
Anirban Basu President CSI
Nandini Rangaswamy Chandra Group & Secretary GRG Institutions
C.R. Muthukrisnan IIT-M, Consultant Advisor TCS
R. Chandrasekaran Cognizant Technology Solutions
K. Ramasamy Tamil Nadu Agricultural University, India
S. Subramanian Karpagam Academy of Higher Education, India
S. Sundar Manoharan Karunya University, India
P. Venkat Rangan Amrita University, India
K. Ramasamy Roots Industires Ltd.
B. Soundarajan Suguna Foods Ltd.
G. Soundarajan CRI Pumps Ltd.
Vijay Venkataswamy Vantex Ltd.
Contents
Information Science
Texture Classification Using Shearlet Transform Energy Features . . . . . . . . . 3
K. Gopala Krishnan, P.T. Vanathi, and R. Abinaya
Enhanced ‘ – Diversity Algorithm for Privacy Preserving Data Mining . . . . . 14
R. Praveena Priyadarsini, S. Sivakumari, and P. Amudha
An Enhanced and Efficient Algorithm for Faster, Better and Accurate
Edge Detection. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24
S.N. Abhishek, Shriram K. Vasudevan, and R.M.D. Sundaram
Malware Detection Using Higher Order Statistical Parameters. . . . . . . . . . . . 42
Easwaramoorthy Arul and Venugopal Manikandan
Denoising Iris Image Using a Novel Wavelet Based Threshold. . . . . . . . . . . 57
K. Thangavel and K. Sasirekha
Analogy Removal Stemmer Algorithm for Tamil Text Corpora. . . . . . . . . . . 70
M. Thangarasu and H. Hannah Inbarani
Item Refinement for Improved Recommendations. . . . . . . . . . . . . . . . . . . . 82
R. Latha and R. Nadarajan
Computational Intelligence
Interaction Model of Service Discovery Using Visa Processing Algorithm
and Constrained Application Protocol (CoAP) . . . . . . . . . . . . . . . . . . . . . . 99
S. Umamaheswari and K. Vanitha
A Constraint Based Heuristic for Vehicle Routing Problem
with Time Windows . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107
G. Poonthalir, R. Nadarajan, and S. Geetha
Soft Clustering Based Missing Value Imputation. . . . . . . . . . . . . . . . . . . . . 119
P.S. Raja and K. Thangavel
An Optimized Anisotropic Diffusion Approach for Despeckling
of SAR Images. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 134
Vikrant Bhateja, Aditi Sharma, Abhishek Tripathi,
Suresh Chandra Satapathy, and Dac-Nhuong Le
X Contents
Mammogram Classification Using ANFIS with Ant Colony Optimization
Based Learning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 141
K. Thangavel and A. Kaja Mohideen
Network Computing
Authentication in Wireless Sensor Networks Using Dynamic Identity
Based Signatures. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 155
S.D. Suganthi, R. Anitha, and P. Thanalakshmi
Trust Based Data Transmission Mechanism in MANET Using sOLSR . . . . . 169
S. Rakesh Kumar and N. Gayathri
A Novel Combined Forecasting Technique for Efficient Virtual Machine
Migration in Cloud Environment. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 181
Getzi Jeba Leelipushpam Paulraj, Sharmila John Francis,
and Immanuel John Raja Jebadurai
QOS Affluent Web Services Message Communication Using Secured
Simple Object Access Protocol (SOAP) Technique . . . . . . . . . . . . . . . . . . . 191
N. Anithadevi and M. Sundarambal
A Reactive Protocol for Data Communication in MANET . . . . . . . . . . . . . . 208
M. Anandhi, T.N. Ravi, and A. Bhuvaneswari
Community Detection Based on Girvan Newman Algorithm and Link
Analysis of Social Media. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 223
K. Sathiyakumari and M.S. Vijaya
IT for Society
GIS Based Smart Energy Infrastructure Architecture and Revenue
Administration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 237
Shailesh Kumar Shrivastava, S.K. Mahendran, and Amar Nath Pandey
An RFID Cloud Authentication Protocol for Object Tracking System
in Supply Chain Management. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 247
S. Anandhi, R. Anitha, and Venkatasamy Sureshkumar
Graph Cut Based Segmentation Method for Tamil Continuous Speech. . . . . . 257
B.R. Laxmi Sree and M.S. Vijaya
Segmentation of Retinal Blood Vessels Using Pulse Coupled Neural
Network to Delineate Diabetic Retinopathy . . . . . . . . . . . . . . . . . . . . . . . . 268
T. Jemima Jebaseeli, D. Sujitha Juliet, and C. Anand Devadurai
