Proceedings of First International Conference on Information and Communication Technology for Intelligent Systems Volume 1

by Suresh Chandra Satapathy, Swagatam Das (eds.)

Proceedings of First International Conference on Information and Communication Technology for Intelligent Systems Volume 1 This volume contains 59 papers presented at ICTIS 2015 International Conference on Information and Communication Technology for Intelligent Systems The conference was held during 28th and 29th November 2015 Ahmedabad India and organized communally by Venus International College of Technology Association of Computer Machinery Ahmedabad Chapter and Supported by Computer Society of India Division IV Communication and Division V Education and Research This volume contains papers main

Publisher : Springer International Publishing

Author : Suresh Chandra Satapathy, Swagatam Das (eds.)

ISBN : 9783319309323

Year : 2017

Language: en

File Size : 17.16 MB

Category : Computers Technology

Smart Innovation, Systems and Technologies 50

Suresh Chandra Satapathy
Swagatam Das Editors

Proceedings of First
International Conference
on Information and
Communication Technology
for Intelligent Systems:
Volume 1
123

Smart Innovation, Systems and Technologies
Volume 50

Series editors
Robert James Howlett, KES International, Shoreham-by-sea, UK
e-mail: [email protected]
Lakhmi C. Jain, University of Canberra, Canberra, Australia;
Bournemouth University, UK;
KES International, UK
e-mails: [email protected]; [email protected]

About this Series
The Smart Innovation, Systems and Technologies book series encompasses the
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series is to make available a platform for the publication of books on all aspects of
single and multi-disciplinary research on these themes in order to make the latest
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High quality content is an essential feature for all book proposals accepted for the
series. It is expected that editors of all accepted volumes will ensure that
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More information about this series at http://www.springer.com/series/8767

Suresh Chandra Satapathy Swagatam Das


Editors

Proceedings of First
International Conference
on Information
and Communication
Technology for Intelligent
Systems: Volume 1

123

Editors
Suresh Chandra Satapathy
Department of Computer Science
and Engineering
Anil Neerukonda Institute of Technology
and Sciences
Visakhapatnam
India

Swagatam Das
Indian Statistical Institute
Jadavpur University
Kolkata
India

ISSN 2190-3018
ISSN 2190-3026 (electronic)
Smart Innovation, Systems and Technologies
ISBN 978-3-319-30932-3
ISBN 978-3-319-30933-0 (eBook)
DOI 10.1007/978-3-319-30933-0
Library of Congress Control Number: 2016936566
© Springer International Publishing Switzerland 2016
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The registered company is Springer International Publishing AG Switzerland

Preface

This SIST volume contains of the papers presented at the ICTIS 2015: International
Conference on Information and Communication Technology for Intelligent
Systems. The conference was held during November 28–29, 2015, Ahmedabad,
India and organized communally by Venus International College of Technology,
Association of Computer Machinery, Ahmedabad Chapter and supported
by Computer Society of India Division IV—Communication and Division
V—Education and Research. It targeted state of the art as well as emerging topics
pertaining to ICT and effective strategies for its implementation in engineering and
intelligent applications. The objective of this international conference is to provide
opportunities for the researchers, academicians, industry persons, and students to
interact and exchange ideas, experience and expertise in the current trend and
strategies of information and communication technologies. Besides this, participants were enlightened about vast avenues, current and emerging technological
developments in the field of ICT in this era and its applications were thoroughly
explored and discussed. The conference attracted a large number of high quality
submissions and stimulated cutting-edge research discussions among many academic pioneering researchers, scientists, industrial engineers, and students from all
around the world and provided a forum to researcher. Research submissions in
various advanced technology areas were received and after a rigorous peer-review
process with the help of program committee members and external reviewer, 119
(Vol-I: 59, Vol-II: 60) papers were accepted with an acceptance ratio of 0.25. The
conference featured many distinguished personalities like Dr. Akshai Aggarawal,
Hon’ble Vice Chancellor, Gujarat Technological University, Dr. M.N. Patel,
Hon’ble Vice Chancellor, Gujarat University, Dr. Durgesh Kumar Mishra,
Chairman Division IV CSI, and Dr. S.C. Satapathy, Chairman, Division V,
Computer Society of India, Dr. Bhushan Triverdi, Director, GLS University, and
many more. Separate invited talks were organized in industrial and academia tracks
for both days. The conference also hosted few tutorials and workshops for the
benefit of participants. We are indebted to ACM Ahmedabad Professional Chapter,
CSI Division IV, V for their immense support to make this conference possible in

v

vi

Preface

such a grand scale. A total of 12 sessions were organized as a part of ICTIS 2015
including 9 technical, 1 plenary, 1 inaugural, and 1 valedictory session. A total of
93 papers were presented in the nine technical sessions with high discussion
insights. The total number of accepted submissions was 119 with a focal point on
ICT and intelligent systems. Our sincere thanks to all sponsors, press, print, and
electronic media for their excellent coverage of this conference.
November 2015

Suresh Chandra Satapathy
Swagatam Das

Conference Committee

Patrons
Mr. Rishabh Jain, Chairman, VICT, Ahmedabad, India
Dr. Srinivas Padmanabhuni, President, ACM India

General Chairs
Dr. A.K. Chaturvedi, Director, VICT, Ahmedabad, India
Mr. Chandrashekhar Sahasrabudhe, ACM India
Dr. Nilesh Modi, Chairman, ACM Ahmedabad Chapter

Advisory Committee
Dr. Chandana Unnithan, Victoria University, Australia
Dr. Bhushan Trivedi, Professional Member, ACM
Mustafizur Rahman, Endeavour, Agency for Science Technology and Research,
Australia
Mr. Bharat Patel, Professional Member, ACM
Dr. Durgesh Kumar Mishra, Chairman, Division IV, CSI
Mr. Hardik Upadhyay, GPERI, India
Dr. Dharm Singh, PON, Namibia
Mr. Ashish Gajjar, Professional Member, ACM
Hoang Pham, Professor and Chairman, Department of ISE, Rutgers University,
Piscataway, NJ, USA
Mr. Maitrik Shah, Professional Member, ACM
Ernest Chulantha Kulasekere, Ph.D., University of Moratuwa, Sri Lanka
Ms. Heena Timani, Professional Member, ACM
Prof. S.K. Sharma Director PIE, PAHER, Udaipur, India

vii

viii

Conference Committee

Shashidhar Ram Joshi, Ph.D., Institute of Engineering, Pulchowk Campus,
Pulchowk, Nepal
Mr. Bhaumik Shah, Professional Member, ACM
Subhadip Basu, Ph.D., Visiting Scientist, The University of Iowa, Iowa City, USA
Prof. Lata Gohil, Professional Member, ACM
Abrar A. Qureshi, Ph.D., University of Virginia’s College at Wise, One College
Avenue, USA
Dr. Aditya Patel, Professional Member, ACM
Dr. Muneesh Trivedi, Professor, ABES, Ghaziabad, India
Dr. Ashish Rastogi (CSI), IT Department, Higher College of Technology,
Muscat-Oman
Dr. Kuntal Patel, Professional Member, ACM
Dr. Aynur Unal, Standford University, USA
Prof. Rutvi Shah, Professional Member, ACM
Dr. Malaya Kumar Nayak. Director IT Buzz Ltd., UK
Dr. Nisarg Pathak, Professional Member, ACM

Organising Committee
Chair: Prof. Jayshree Upadhyay, HOD, CE, VICT, Ahmedbad, India
Secretary: Mr. Mihir Chauhan, VICT, Ahmedabad, India

Members
Prof. Mamta Jain, VICT, Ahmedabad, India
Mr. Zishan Shaikh, VICT, Ahmedabad, India
Mr. Jalpesh Ghumaliya, VICT, Ahmedabad, India
Prof. Nehal Rajput, VICT, Ahmedabad, India
Prof. Murti Patel, VICT, Ahmedabad, India
Prof. Jalpa Shah, VICT, Ahmedabad, India
Ms. Lajja Vyash, VICT, Ahmedabad, India
Ms. Ruchita Joshi, VICT, Ahmedabad, India
Mr. Aman Barot, VICT, Ahmedabad, India
Mr. Maulik Dave, VICT, Ahmedabad, India
Ms. Priyadarshini Barot, VICT, Ahmedabad, India

Technical Program Committee
Chair: Dr. Suresh Chandra Satapathy, Chairman, Division V, CSI
Co-Chair: Prof. Vikrant Bhateja, SRMGPC, Lucknow

Conference Committee

ix

Members
Dr. Mukesh Sharma, SFSU, Jaipur
Prof. D.A. Parikh, Head, CE, LDCE, Ahmedabad
Dr. Savita Gandhi, Head, CE, Rolwala, GU, Ahmedabad
Dr. Jyoti Parikh, Associate Professor, CE, GU, Ahmedabad
Ms. Bijal Talati, Head, CE, SVIT, Vasad
Dr. Harshal Arolkar, Member ACM
Dr. Pushpendra Singh, JK Lakshimpath University
Dr. Sanjay M. Shah, GEC, Gandhinagar
Dr. Chirag S. Thaker, GEC, Bhavnagar, Gujarat
Mr. Jeril Kuriakose, Manipal University, Jaipur
Mr. Ajay Chaudhary, IIT Roorkee, India
Mr. R.K. Banyal, RTU, Kota, India
Mr. Amit Joshi, Professional Member, ACM
Dr. Vishal Gour, Bikaner, India
Mr. Vinod Thummar, SITG, Ahmedabad, India
Mr. Nisarg Shah, 3D Blue Print, Ahmedabad, India
Mr. Maulik Patel, Emanant TechMedia, Ahmedabad, India

CSI Apex Committee
Prof. Bipin V. Mehta, President, CSI
Dr. Anirban Basu, Vice-President, CSI
Mr. Sanjay Mohapatra, Hon-Secretary, CSI
Mr. R.K. Vyas, Hon-Treasurer, CSI
Mr. H R Mohan, Immediate Past President, CSI
Dr. Vipin Tyagi, RVP, Region III, CSI

Conference Track Managers
Track#1: Image Processing, Machine Learning and Soft Computing—Dr. Steven
Lawrence Fernandes
Track#2: Software and Big Data Engineering—
Dr. Kavita Choudhary
Track#3: Network Security, Wireless and Mobile Computing—Dr. Musheer
Ahmad

Contents

Part I

Intelligent Information Retrieval and Business Intelligence

RC6 Based Data Security and Attack Detection . . . . . . . . . . . . . . . . .
Nitin Varshney and Kavindra Raghuwanshi

3

Application Mapping Methodology for Reconfigurable Architecture . . .
Rahul K. Hiware and Dinesh Padole

11

Circular Quad-Octagon Bits: Stepwise Image Cubic Spread
Authentication Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Vijayalakshmi Kakulapati and Vijaykrishna Pentapati

17

Towards the Next Generation of Web of Things: A Survey
on Semantic Web of Things’ Framework . . . . . . . . . . . . . . . . . . . . . .
Farhat Jahan, Pranav Fruitwala and Tarjni Vyas

31

Performance Analysis of Dynamic Addressing Scheme with DSR,
DSDV and ZRP Routing Protocols in Wireless Ad Hoc Networks . . . . .
Nagendla Ramakrishnaiah, Pakanati Chenna Reddy
and Kuncha Sahadevaiah
EncryptPost: A Framework for User Privacy on Social
Networking Sites . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Shilpi Sharma and J.S. Sodhi

41

51

Green Routing Algorithm for Wireless Networks . . . . . . . . . . . . . . . .
Akshay Atul Deshmukh, Mintu Jothish and K. Chandrasekaran

61

Decision Theoretic Rough Intuitionistic Fuzzy C-Means Algorithm . . . .
Sresht Agrawal and B.K. Tripathy

71

xi

xii

Contents

Dual Band/Wide Band Polarization Insensitive Modified
Four—Legged Element Frequency Selective Surface for 2.4 GHz
Bluetooth, 2.4/5.8 GHz WLAN Applications . . . . . . . . . . . . . . . . . . . .
Vandana Jain, Sanjeev Yadav, Bhavana Peswani, Manish Jain
and Ajay Dadhich

83

Dynamic Power Allocation in Wireless Routing Protocols . . . . . . . . . .
Ravi Kumar Singh and M.M. Chandane

91

UWB Microstrip Antenna with Inverted Pie Shaped Slot . . . . . . . . . . .
Minakshi Sharma, Hari Shankar Mewara, Mahendra Mohan Sharma,
Sanjeev Yadav and Ajay Dadhech

99

New Architecture and Routing Protocol for VANETs . . . . . . . . . . . . . 107
V.B. Vaghela and D.J. Shah
A Scalable Model for Big Data Analytics in Healthcare
Based on Temporal and Spatial Parameters . . . . . . . . . . . . . . . . . . . . 117
S. Hemanth Chowdary, Sujoy Bhattacharya and K.V.V. Satyanarayana
Part II

Intelligent Web Mining and Knowledge Discovery
Systems

Comparison of Different Techniques of Camera Autofocusing . . . . . . . 125
Dippal Israni, Sandip Patel and Arpita Shah
An Enhanced Version of Key Agreement System with User Privacy
for Telecare Medicine Information Systems . . . . . . . . . . . . . . . . . . . . . 137
Trupil Limbasiya and Nishant Doshi
A Framework to Infer Webpage Relevancy for a User . . . . . . . . . . . . . 147
Saniya Zahoor, Mangesh Bedekar and Varad Vishwarupe
Comparative Study of Various Features-Mining-Based Classifiers
in Different Keystroke Dynamics Datasets . . . . . . . . . . . . . . . . . . . . . . 155
Soumen Roy, Utpal Roy and D.D. Sinha
A Novel Leakage Reduction Technique for Ultra-Low Power
VLSI Chips . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165
Vijay Kumar Magraiya, Tarun Kumar Gupta and Krishna Kant
Techniques for Designing Analog Baseband Filter: A Review . . . . . . . . 175
Sandeep Garg and Tarun Kumar Gupta
DAREnsemble: Decision Tree and Rule Learner Based Ensemble
for Network Intrusion Detection System . . . . . . . . . . . . . . . . . . . . . . . 185
Dwarkoba Gaikwad and Ravindra Thool

Contents

xiii

Scalable Design of Open Source Based Dynamic Routed
Network for Interconnection of Firewalls at Multiple
Geographic Locations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 195
Chirag Sheth and Rajesh A. Thakker
Fault Location Estimation in HVDC Transmission
Line Using ANN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 205
Jenifer Mariam Johnson and Anamika Yadav
Cellular Radiations Effect on Human Health . . . . . . . . . . . . . . . . . . . . 213
Saloni Bhatia, Sharda Vashisth and Ashok Salhan
Micro-interaction Metrics Based Software Defect Prediction
with Machine Learning, Immune Inspired and Evolutionary
Classifiers: An Empirical Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 221
Arvinder Kaur and Kamadeep Kaur
Soil Moisture Forecasting Using Ensembles of Classifiers . . . . . . . . . . . 235
N. Rajathi and L.S. Jayashree
Design of Smart and Intelligent Power Saving System
for Indian Universities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 245
Monika Lakra, Kappala Vinod Kiran and Suchismita Chinara
Multiview Image Registration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 255
Mehfuza Holia
Part III

Applications for Intelligent Systems

Optimization Techniques for High Performance 9T SRAM Cell
Design . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 269
Pramod Kumar Patel, M.M. Malik and Tarun Gupta
Comparative Analysis of Data Gathering Protocols with Multiple
Mobile Elements for Wireless Sensor Network . . . . . . . . . . . . . . . . . . . 281
Bhat Geetalaxmi Jayram and D.V. Ashoka
Hybrid Decision Model for Weather Dependent Farm Irrigation
Using Resilient Backpropagation Based Neural Network Pattern
Classification and Fuzzy Logic . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 291
Saroj Kumar Lenka and Ambarish G. Mohapatra
Energy-Hole Minimization in WSN Using Active Bonding
and Separating Coverage . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 303
Chinmaya Kumar Nayak, Subhashree Rath, Manoranjan Pradhan
and Satyabrata Das

xiv

Contents

“Mahoshadha”, the Sinhala Tagged Corpus Based Question
Answering System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 313
J.A.T.K. Jayakody, T.S.K. Gamlath, W.A.N. Lasantha,
K.M.K.P. Premachandra, A. Nugaliyadde and Y. Mallawarachchi
Trust Appraisal Based Neighbour Defense Secure Routing
to Mitigate Various Attacks in Most Vulnerable Wireless
Ad hoc Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 323
Tada Naren, Patalia Tejas and Patel Chirag
Behavior of Adhoc Routing Protocols for H-MANETs . . . . . . . . . . . . . 333
Mitul Yadav, Vinay Rishiwal, Omkar Singh and Mano Yadav
Mathematical Treatment of ABC Framework for Requirements
Prioritization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 341
Sita Devulapalli, O.R.S. Rao and Akhil Khare
Reduction of Micro Aneurysms in Retinal Identification
Based on Hierarchical Clustering in Terms of Improved
Circular Gabo Filter . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 349
G. Srinivasa Rao and Y. Srinivasa Rao
Part IV

Applications of ICT in Rural and Urban Areas

A Modified Representation of IFSS and Its Usage in GDM . . . . . . . . . 365
B.K. Tripathy, R.K. Mohanty, T.R. Sooraj and A. Tripathy
A State of Art Survey on Shilling Attack in Collaborative
Filtering Based Recommendation System . . . . . . . . . . . . . . . . . . . . . . . 377
Krupa Patel, Amit Thakkar, Chandni Shah and Kamlesh Makvana
Labeling of Quadratic Residue Digraphs Over Finite Field . . . . . . . . . . 387
R. Parameswari and R. Rajeswari
Comparative Performance Study of Various Content Based Image
Retrieval Methods . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 397
Rushabh Shah, Jeetendra Vaghela, Khyati Surve, Rutvi Shah,
Priyanka Sharma, Rasendu Mishra, Ajay Patel and Rajan Datt
GIS and Statistical Approach to Assess the Groundwater
Quality of Nanded Tehsil, (M.S.) India . . . . . . . . . . . . . . . . . . . . . . . . 409
Wagh Vasant, Panaskar Dipak, Muley Aniket, Pawar Ranjitsinh,
Mukate Shrikant, Darkunde Nitin, Aamalawar Manesh
and Varade Abhay
Observation of AODV Routing Protocol’s Performance
at Variation in ART Value for Various Node’s Mobility . . . . . . . . . . . . 419
Sachin Kumar Gupta and R.K. Saket

Contents

xv

PCA Based Optimal ANN Classifiers for Human Activity Recognition
Using Mobile Sensors Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 429
Kishor H. Walse, Rajiv V. Dharaskar and Vilas M. Thakare
Higher Order Oriented Feature Descriptor for Supporting CAD
System in Retrieving Similar Medical Images Using Region Based
Features . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 437
B. Jyothi, Y. MadhaveeLatha, P.G. Krishna Mohan
and V. Shiva Kumar Reddy
Enhancing Fuzzy Based Text Summarization Technique Using
Genetic Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 447
R. Pallavi Reddy and Kalyani Nara
Application of Rule Based and Expert Systems in Various
Manufacturing Processes—A Review . . . . . . . . . . . . . . . . . . . . . . . . . . 459
M.R. Bhatt and S. Buch
Reinforcement Learning with Neural Networks: A Survey . . . . . . . . . . 467
Bhumika Modi and H.B. Jethva
Part V

ICT for Information Sciences

Automatic Metadata Harvesting from Digital Content Using NLP. . . . . 479
Rushabh D. Doshi, Chintan B. Sidpara and Kunal U. Khimani
Gradient Descent with Momentum Based Backpropagation Neural
Network for Selection of Industrial Robot . . . . . . . . . . . . . . . . . . . . . . 487
Sasmita Nayak, B.B. Choudhury and Saroj Kumar Lenka
Network Security Analyzer: Detection and Prevention
of Web Attacks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 497
Nilakshi Jain, Shwetambari Pawar and Dhananjay Kalbande
Diagnosis of Glaucoma Using Cup to Disc Ratio in Stratus OCT
Retinal Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 507
Kinjan Chauhan and Ravi Gulati
Improvement Power System Stability Using Different Controller
in SMIB System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 517
Ruchi Sharma, Mahendra Kumar and Kota Solomon Raju
Secured Data Storage and Computation Technique for Effective
Utilization of Servers in Cloud Computing . . . . . . . . . . . . . . . . . . . . . 531
Manoj Tyagi and Manish Manoria
Review of Security and Privacy Techniques in Cloud Computing
Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 543
Rutuja Mote, Ambika Pawar and Ajay Dani

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