Advances in Intelligent Systems and Computing

Volume 380

Series editor

Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Polande-mail: kacprzyk@ibspan.waw.pl

About this Series

The series “Advances in Intelligent Systems and Computing” contains publications on theory,applications, and design methods of Intelligent Systems and Intelligent Computing. Virtuallyall disciplines such as engineering, natural sciences, computer and information science, ICT,economics, business, e-commerce, environment, healthcare, life science are covered. The list oftopics spans all the areas of modern intelligent systems and computing.

The publications within “Advances in Intelligent Systems and Computing” are primarilytextbooks and proceedings of important conferences, symposia and congresses. They coversignificant recent developments in the field, both of a foundational and applicable character.An important characteristic feature of the series is the short publication time and world-widedistribution. This permits a rapid and broad dissemination of research results.

Advisory Board

Chairman

Nikhil R. Pal, Indian Statistical Institute, Kolkata, Indiae-mail: nikhil@isical.ac.in

Members

Rafael Bello, Universidad Central “Marta Abreu” de Las Villas, Santa Clara, Cubae-mail: rbellop@uclv.edu.cu

Emilio S. Corchado, University of Salamanca, Salamanca, Spaine-mail: escorchado@usal.es

Hani Hagras, University of Essex, Colchester, UKe-mail: hani@essex.ac.uk

László T. Kóczy, Széchenyi István University, Győr, Hungarye-mail: koczy@sze.hu

Vladik Kreinovich, University of Texas at El Paso, El Paso, USAe-mail: vladik@utep.edu

Chin-Teng Lin, National Chiao Tung University, Hsinchu, Taiwane-mail: ctlin@mail.nctu.edu.tw

Jie Lu, University of Technology, Sydney, Australiae-mail: Jie.Lu@uts.edu.au

Patricia Melin, Tijuana Institute of Technology, Tijuana, Mexicoe-mail: epmelin@hafsamx.org

Nadia Nedjah, State University of Rio de Janeiro, Rio de Janeiro, Brazile-mail: nadia@eng.uerj.br

Ngoc Thanh Nguyen, Wroclaw University of Technology, Wroclaw, Polande-mail: Ngoc-Thanh.Nguyen@pwr.edu.pl

Jun Wang, The Chinese University of Hong Kong, Shatin, Hong Konge-mail: jwang@mae.cuhk.edu.hk

More information about this series at http://www.springer.com/series/11156

Suresh Chandra Satapathy • K. Srujan RajuJyotsna Kumar Mandal • Vikrant BhatejaEditors

Proceedings of the SecondInternational Conferenceon Computerand CommunicationTechnologiesIC3T 2015, Volume 2

123

EditorsSuresh Chandra SatapathyDepartment of Computer Scienceand Engineering

Anil Neerukonda Institute of Technologyand Sciences

VisakhapatnamIndia

K. Srujan RajuDepartment of Computer Scienceand Engineering

CMR Technical CampusHyderabadIndia

Jyotsna Kumar MandalDepartment of Computer Scienceand Engineering

Kalyani UniversityNadia, West BengalIndia

Vikrant BhatejaDepartment of Electronics andCommunication Engineering

Shri Ramswaroop Memorial Groupof Professional Colleges

Lucknow, Uttar PradeshIndia

ISSN 2194-5357 ISSN 2194-5365 (electronic)Advances in Intelligent Systems and ComputingISBN 978-81-322-2522-5 ISBN 978-81-322-2523-2 (eBook)DOI 10.1007/978-81-322-2523-2

Library of Congress Control Number: 2015944452

Springer New Delhi Heidelberg New York Dordrecht London© Springer India 2016This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or partof the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmissionor information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilarmethodology now known or hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in thispublication does not imply, even in the absence of a specific statement, that such names are exempt fromthe relevant protective laws and regulations and therefore free for general use.The publisher, the authors and the editors are safe to assume that the advice and information in thisbook are believed to be true and accurate at the date of publication. Neither the publisher nor theauthors or the editors give a warranty, express or implied, with respect to the material contained herein orfor any errors or omissions that may have been made.

Printed on acid-free paper

Springer (India) Pvt. Ltd. is part of Springer Science+Business Media (www.springer.com)

Preface

This volume contains 80 papers presented at the 2nd International Conference onComputer & Communication Technologies held during 24–26 July 2015 atHyderabad, hosted by CMR Technical Campus in association with Division-V(Education and Research) CSI. It proved to be a great platform for researchers fromacross the world to report, deliberate, and review the latest progress in thecutting-edge research pertaining to intelligent computing and its applications tovarious engineering fields. The response to IC3T 2015 was overwhelming. Itreceived a good number of submissions from different areas relating to intelligentcomputing and its applications in main tracks and three special sessions and after arigorous peer-review process with the help of our program committee members andexternal reviewers, we finally accepted quality papers with an acceptance ratio of0.35. We received submissions from seven overseas countries.

Dr. Vipin Tyagi, Jaypee University of Engineering & Technology, Guna, MP,conducted a Special Session on “Cyber Security and Digital Forensics,” Dr.K. Ashoka Reddy Principal, Kakatiya Institute of Technology & Science,Warangal, and Prof. Tara Sai Kumar, CMR Technical Campus, Hyderabad, con-ducted a Special Session on “Applications for Fuzzy Systems in Engineering” andDr. Suma V. Dean, Research and Industry Incubation Centre (Recognized byMinistry of Science and Technology, Government of India), Dayananda SagarInstitutions, Bangalore, conducted a Special Session on “Software Engineering andApplications.”

We take this opportunity to thank all keynote speakers and special session chairsfor their excellent support to make IC3T 2015 a grand success.

The quality of a referred volume depends mainly on the expertise and dedicationof the reviewers. We are indebted to the program committee members and externalreviewers who not only produced excellent reviews but also did them in short timeframes. We would also like to thank CSI Hyderabad, CMR Group of Institutions,DRDO and JNTUH for coming forward to support us to organize this megaconvention.

We express our heartfelt thanks to Mr. Ch. Gopal Reddy, Chairman of CMRTechnical Campus, Smt. C. Vasanthalatha, Secretary of CMR Technical Campus,

v

and Dr. A. Raji Reddy Director of CMR Technical Campus, faculty and admin-istrative staff for their continuous support during the course of the convention.

We would also like to thank the authors and participants of this convention, whohave considered the convention above all hardships. Finally, we would like to thankall the volunteers who spent tireless efforts in meeting the deadlines and arrangingevery detail to make sure that the convention runs smoothly. All the efforts areworth and would please us all, if the readers of this proceedings and participants ofthis convention found the papers and event inspiring and enjoyable. We place oursincere thanks to the press, print, and electronic media for their excellent coverageof this convention.

July 2015 Suresh Chandra SatapathyK. Srujan Raju

Jyotsna Kumar MandalVikrant Bhateja

vi Preface

Team IC3T 2015

Chief Patrons

Sri. C. Gopal Reddy, ChairmanSmt. C. Vasanthalatha Reddy, SecretaryDr. A. Raji Reddy, Director

Advisory Committee

Dr. A. Govardhan, SIT, JNTUHDr. V. Kamakshi Prasad, HOD-CSE, JNTUCEHProf. S.K. Udgata, HCUDr. Vasumathi, JNTUHDr. B. Padmaja Rani, JNTUHDr. O.B.V. Ramanaiah, JNTUHDr. B.N. Bhandari, JNTUHDr. Amit Acharya, JNTUHDr. D. Rajya Lakshmi, JNTUVDr. C. Srinivasa Kumar, VITSH(VU)Dr. V. Kamaskshi Prasad, JNTUHDr. M.B.R. Murthy, CMRCETDr. M.V. Krishna Rao, CMRITDr. M. Janga Reddy, CMRITDr. L. Pratap Reddy, JNTUHDr. T. Anil Kumar, SRIITHDr. K. Srinivas Rao, CMRCETDr. Sahu Chatrapati, JNTUMDr. Vaka Murali Mohan, BRC

vii

Program Chairs

Dr. A. GovardhanProf. G. SrikanthDr. K. Srujan RajuDr. Suresh Chandra Satapathy

Conveners

Prof. Dimlo. U. FernandesMrs. K. NeerajaProf. T. Sai Kumar

Organizing Committee

Dr. K. Srujan RajuProf. G. SrikanthMr. N. BhaskarMr. V. Naresh KumarMr. A. Bharath Kumar, ECEMrs. B. Ragini Reddy, ECEMr. S. Venkatesh, ECEMrs. P. Satyavathi, CSEMr. N. Bhaskar, CSEProf. T. Sai KumarProf. Dimlo. U. FernandesMr. Md. RafeeqMr. B. RavinderMrs. J. Srividya, CSEMrs. Ch. Sudha Rani, ECEMrs. K. Mohana Lakshmi, ECEMr. J. Narasimha Rao, CSEMrs. B. Rama Devi, ECE, KITS

Program Committee

Ms. V. SwapnaMr. Narasimha Rao

viii Team IC3T 2015

Mrs. Suvarna GothaneMrs. J. SrividyaMr. K. MuraliMr. Ch. Sudha Mani

Finance Committee

Prof. G. SrikanthMr. D. Venkateshwarlu

Publicity Committee

Dr. K. Srujan RajuMr. M. Ajay KumarMr. P. NagarajuMr. Anirban Paul

Exhibition Committee

Prof. T. Sai KumarMrs. D. AnuradhaMrs. A. AnushaMr. Ameen Uddin Md.

Transport Committee

Mr. R. NagarajuMr. U. YedukondaluMr. A. Bharath KumarMr. V. Pradeep kumar

Hospitality Committee

Prof. K. NeerajaMs. Ch. Swapna

Team IC3T 2015 ix

Mrs. K. KiranmaiMr. Md. Abdul Naqi

Sponsorship Committee

Mr K. BharathMr. P. Kranthi RathanMr. E. Uma ShankarMr. Ch. Narendar

Marketing & PR Committee

Mr. Md. ShabeerMr. S. Satyanarayan ReddyMr. A. Vamshidhar ReddyMr S. MadhuMr. S. VenkateshMr. G. Kranthi Kiran

Registrations Committee

Mrs. P. SatyavathiMrs. K. Mohana LakshmiMrs. K. ShrishaMrs. K. Jeji

Cultural Committee

Mrs. Shriya KumariMrs. B. RaginiMs. B. Karuna SreeMr. M. Mahesh Babu

x Team IC3T 2015

Web Portal Committee

Dr. K. Srujan Raju, CMRTCMr. T. Santhosh Kumar, CSI-Hyderabad ChapterMr. Chandra Mohan

International Advisory Committee/Technical Committee

Mr. Gautham Mahapatra, Sr. Scientist, DRDO, India.Dr. A. Damodaram, Director, Academic & Planning, JNTUHDr. A. Govardhan, Director, SIT-JNTUH, IndiaDr. Kun-Lin Hsieh, NTU, TaiwanDr. Ahamad J. Rusumdar, KIT, GermanyDr. V.R. Chirumamilla, EUT, The NetherlandsDr. Halis Altun, MU, TurkeyDr. Vakka Murali Mohan, BRC, IndiaDr. K .Ashoka Reddy, KITSW, IndiaDr. Md. Zafar Ali Khan, IITH, IndiaDr. S.K. Udagata, UOH, IndiaMr. Anirban Pal, Tech Mahindra, India

External Reviewers Board

Ankur Singh Bist, KIET, Ghaziabad, IndiaDac-Nhuong Le, VNU University, Hanoi, VietnamSumit Ashok Khandelwal, MIT Academy of Engineering, Pune, IndiaSrinivas Sethi, Indira Gandhi Institute of Technology, IndiaKavita Choudhary, ITM University, Gurgaon, IndiaAshwini B. Abhale, D.Y. Patil College of Engineering, Akurdi, IndiaSadhana J. Kamatkar, University of Mumbai, Mumbai, IndiaMusheer Ahmad, Jamia Millia Islamia, New Delhi, IndiaMridu Sahu, NIT, Raipur, Chhattisgarh, IndiaRanjan Tripathi, SRMGPC, Lucknow (Uttar Pradesh), IndiaSteven Lawrence Fernandes, Sahyadri College of Engineering & Management,Mangalore, IndiaG. Rosline Nesa Kumari, Saveetha School of Engineering, Saveetha UniversityChennai, IndiaArshad Mohd. Khan, Innovative Technologies, Hyderabad, IndiaNikhil Bhargava, CSI ADM, Ericsson, IndiaChirag Arora, KIET, Ghaziabad, India

Team IC3T 2015 xi

H.V. Jayashree, PESIT, Bangalore, IndiaRavi Tomar, University of Petroleum and Energy Studies, Dehradun, IndiaSourav Samanta, University Institute of Technology, BU, IndiaSrinivas Aluvala, SR Engineering College, Warangal, IndiaRitesh Maurya, ABVIITM, Gwalior, IndiaAbdul Wahid Ansari, University of Delhi, New Delhi, IndiaGaikwad Bharatratna Pralhadrao, LPP Institute, Vivekanand College Campus,AurangabadA.N. Nagamani, PESIT, Bangalore, IndiaBalasaheb Deokate, Vidya Pratishthan’s College of Engineering, Baramati, IndiaSatya Narayan Tazi, Government Engineering College, Ajmer, IndiaSherin Zafar, Jamia Millia Islamia, New Delhi, IndiaDileep Kumar Yadav, MRCE, Faridabad, IndiaGustavo Fernandez, Austrian Institute of Technology, Vienna, AustriaBanani Saha, University of Calcutta, Kolkatta, IndiaJagdish Chandra Patni, University of Petroleum and Energy Studies, Dehradun,IndiaSayan Chakraborty, NIT, Durgapur, IndiaKamble Vaibhav Venkatrao, Dr. Babasaheb Ambedkar Marathwada UniversityAurangabad, Maharashtra, IndiaTushar V. Ratanpara, C.U. Shah University, GujaratHem Kumar Gopal, Government College for Women, Mandya, IndiaRupayan Das, University of Engineering & Management (UEM), Jaipur, RajasthanMaheswari Senthilkumar, Sambhram Institute of Technology, Bangalore, IndiaHemprasad Y. Patil, LGNSCE, University of Pune, IndiaAngshuman Khan, University of Engineering & Management, Jaipur, IndiaKamal Kant Sharma, Chandigarh University, Gharuan, Mohali, IndiaSk. Md. Obaidullah, Aliah University, Kolkata, West Bengal, IndiaNilanjan Dey, Bengal College of Engineering and Technology, Durgapur, IndiaAndhe Dharani, Mother Teresa Women’s University, IndiaSandip Das, University of Engineering and Management, JaipurChayan Halder, West Bengal State University, Barasat, Kolkata, IndiaVipin Khattri, SRMU, Lucknow-Deva Road, Uttar PradeshAlak Majumder, NIT, Arunachal Pradesh, IndiaAmartya Mukherjee, Bengal College of Engineering and Technology, Durgapur,IndiaSuvojit Acharjee, NIT, Agartala, IndiaAarti Singh, MMICTBM, M.M. University, Mullana, IndiaRamesh Sunder Nayak, Canara Engineering College, Benjanapadavu, Mangalore,IndiaP.K. Gupta, Jaypee University of Engineering and Technology, Raghogarh, IndiaShilpa Bahl, KIIT, Gurgaon, IndiaSudhir Kumar Sharma, Ansal Institute of Technology, GGS IndraprasthaUniversity, Gurgaon, IndiaBikesh Kumar Singh, NIT, Raipur, Chhattisgarh, India

xii Team IC3T 2015

Inderpreet Kaur, Chandigarh University, Gharuan, MohaliSubuhi Khan, AMU, Aligarh, IndiaShabana Urooj, GBU, Greater Noida, IndiaMukul Misra, SRMU, Lucknow-Deva Road, Uttar PradeshParas Jain, Jaypee University of Engineering and Technology, Raghogarh, IndiaSuresh Limkar, AISSMS IOIT, Pune, IndiaPritee Parwekar, ANITS, Vishakhapatnam, IndiaSri. N. Madhava Raja, St. Joseph’s College of Engineering, Chennai, Tamil Nadu,IndiaS. Ratan Kumar, ANITS, VisakhapatnamS. Sridevi Sathya Priya, Karunya University, Coimbatore, Tamilnadu, IndiaNishant Shrivastava, Jaypee University of Engineering and Technology,Raghogarh, IndiaRajinikanth Venkatesan, St. Joseph’s College of Engineering, Chennai, IndiaSireesha Rodda, GITAM University, Visakhapatnam, Andhra Pradesh, IndiaTanmoy Halder, University of Kalyani, West Bengal, IndiaGarima Singh, Jaypee University of Information Technology, Waknaghat, Solan,Himachal Pradesh, IndiaA. Rajiredyy, CMR Technical Campus, HyderabadSomnath Mukhopadhyay, University of Kalyani, West Bengal, IndiaAbhinav Krishna, SRMGPC, Lucknow (Uttar Pradesh), IndiaHimanshi Patel, SRMGPC, Lucknow (Uttar Pradesh), IndiaArindam Sarkar, University of Kalyani, West Bengal, IndiaY.V. Srinivasa Murthy, NIT, Surathkal, IndiaUttam Mondal, College of Engineering & Management, Kolaghat, IndiaAkanksha Sahu, SRMGPC, Lucknow (Uttar Pradesh), IndiaTara Sai Kumar, CMR Technical Campus, HyderabadB.N. Biswal, BEC, BhubaneswarAnd many more……

Team IC3T 2015 xiii

Contents

Human Gait Recognition Using Gait Flow Image and ExtensionNeural Network. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1Parul Arora, Smriti Srivastava and Shivank

Improved Topology Preserving Maps for Wireless Sensor NetworksThrough D-VCS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11Dhanya Gopan, P. Divya and Maneesha Vinodini Ramesh

Real-Time Processing and Analysis for Activity Classificationto Enhance Wearable Wireless ECG . . . . . . . . . . . . . . . . . . . . . . . . . 21Shereena Shaji, Maneesha Vinodini Ramesh and Vrindha N. Menon

Adaptive Video Quality Throttling Based on Network Bandwidthfor Virtual Classroom Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37Jobina Mary Varghese, Balaji Hariharan, G. Uma and Ram Kumar

Efficiency–Fairness Trade-Off Approaches for Resource Allocationin Cooperative Wireless Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . 47Manisha A. Upadhyay and D.K. Kothari

An Enhanced Security Pattern for Wireless Sensor Network . . . . . . . . 61Venu Madhav Kuthadi, Rajalakshmi Selvaraj and Tshilidzi Marwala

Honey Pot: A Major Technique for Intrusion Detection . . . . . . . . . . . 73Rajalakshmi Selvaraj, Venu Madhav Kuthadi and Tshilidzi Marwala

Computational Intelligence-Based Parametrization on Force-FieldModeling for Silicon Cluster Using ASBO. . . . . . . . . . . . . . . . . . . . . . 83S.N. Gondakar, S.T. Vasan and Manoj Kumar Singh

xv

Natural Language-Based Self-learning Feedback Analysis System . . . . 99Pratik K. Agrawal, Abrar S. Alvi and G.R. Bamnote

Adaptive Filter Design for Extraction of Fetus ECG Signal . . . . . . . . . 109Ranjit Singh, Amandeep Singh and Jaspreet Kaur

Improving Query Processing Performance Using OptimizationTechniques for Object-Oriented DBMS . . . . . . . . . . . . . . . . . . . . . . . 119Sheetal Dhande and G.R. Bamnote

Linear and Non-linear Buckling Testing on Aluminium Structures . . . 129Snigdha Sharma, Shilpi Ghosh, Ankesh Yadav and Shabana Urooj

A Performance Analysis of OpenStack Open-Source Solutionfor IaaS Cloud Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 141Vo Nhan Van, Le Minh Chi, Nguyen Quoc Long, Gia Nhu Nguyenand Dac-Nhuong Le

The Application of Sub-Pattern Approach in 2D Shape Recognitionand Retrieval . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 151Muzameel Ahmed and V.N. Manjunath Aradhya

A Data-Driven Approach for Option Pricing Algorithm . . . . . . . . . . . 163Dipti Ranjan Mohanty and Susanta Kumar Mishra

Moderator Intuitionistic Fuzzy Sets and Application in MedicalDiagnosis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 171Bhagawati Prasad Joshi and Pushpendra Singh Kharayat

An Empirical Comparative Study of Novel Clustering Algorithmsfor Class Imbalance Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 181Ch. N. Santhosh Kumar, K. Nageswara Rao and A. Govardhan

Augmenting Women’s Safety-in-Numbers in Railway Carriageswith Wireless Sensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 193Anusha Rahul, Vishnu Narayanan, Alin Devassyand Anand Ramachandran

Analysis of Student Feedback by Ranking the Polarities . . . . . . . . . . . 203Thenmozhi Banan, Shangamitra Sekar, Judith Nita Mohan,Prathima Shanthakumar and Saravanakumar Kandasamy

Seizure Onset Detection by Analyzing Long-Duration EEG Signals . . . 215Garima Chandel, Omar Farooq, Yusuf U. Khan and Mayank Chawla

xvi Contents

Enhancing the Performance of MapReduce Default Schedulerby Detecting Prolonged TaskTrackers in HeterogeneousEnvironments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225Nenavath Srinivas Naik, Atul Negi and V.N. Sastry

Prototype of a Coconut Harvesting Robot with Visual Feedback . . . . . 235Alexander J. Cyriac and V. Vidya

Suppression of Impulse Noise in Digital Images Using HermiteInterpolation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 241Saumya Satpathy, Figlu Mohanty and Prasant Kumar Pattnaik

Wireless Personal Area Network and PSO-Based Home SecuritySystem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 251Anita Gehlot, Rajesh Singh, Piyush Kuchhal, M.S. Yadav,Mahesh Kr. Sharma, Sushabhan Choudhury and Bhupendra Singh

A Framework for Ranking Reviews Using Ranked Voting Method . . . 263Rakesh Kumar, Aditi Sharan and Chandra Shekhar Yadav

Multi-level Thresholding Segmentation Approach Basedon Spider Monkey Optimization Algorithm . . . . . . . . . . . . . . . . . . . . 273Swaraj Singh Pal, Sandeep Kumar, Manish Kashyap,Yogesh Choudhary and Mahua Bhattacharya

Dynamic Multiuser Scheduling with Interference Mitigationin SC-FDMA-Based Communication Systems . . . . . . . . . . . . . . . . . . . 289P. Kiran and M.G. Jibukumar

Design of Proportional-Integral-Derivative Controller UsingStochastic Particle Swarm Optimization Technique for Single-AreaAGC Including SMES and RFB Units . . . . . . . . . . . . . . . . . . . . . . . . 299K. Jagatheesan, B. Anand, Nilanjan Dey and M.A. Ebrahim

An Enhanced Microstrip Antenna Using Metamaterialat 2.4 GHz . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 311Sunita, Gaurav Bharadwaj and Nirma Kumawat

Adaptive MAC for Bursty Traffic in Wireless Sensor Networks. . . . . . 319Akansha Verma, M.P. Singh, Prabhat Kumar and J.P. Singh

Secured Authentication and Signature Routing Protocolfor WMN (SASR) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 327Geetanjali Rathee, Hemraj Saini and Satya Prakash Ghrera

Contents xvii

A Minimal Subset of Features Using Correlation Feature SelectionModel for Intrusion Detection System. . . . . . . . . . . . . . . . . . . . . . . . . 337Shilpa Bahl and Sudhir Kumar Sharma

Analysis of Single-Layered Multiple Aperture Shield for BetterShield Effectiveness . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 347N.S. Sai Srinivas, VVSSS. Chakravarthy and T. Sudheer Kumar

MRI Classification of Parkinson’s Disease Using SVMand Texture Features. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 357S. Pazhanirajan and P. Dhanalakshmi

Variational Mode Feature-Based Hyperspectral ImageClassification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 365Nikitha Nechikkat, V. Sowmya and K.P. Soman

Implementation of Fuzzy-Based Robotic Path Planning . . . . . . . . . . . . 375Divya Davis and P. Supriya

Texture Segmentation by a New Variant of Local Binary Pattern . . . . 385Mosiganti Joseph Prakash and J.M. Kezia

Integrating Writing Direction and Handwriting Letter Recognitionin Touch-Enabled Devices . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 393Akshay Jayakumar, Ganga S. Babu, Raghu Ramanand Prema Nedungadi

A New Approach for Single Text Document Summarization . . . . . . . . 401Chandra Shekhar Yadav, Aditi Sharan, Rakesh Kumarand Payal Biswas

Analysis, Classification, and Estimation of Pattern for Landof Aurangabad Region Using High-Resolution Satellite Image . . . . . . . 413Amol D. Vibhute, Rajesh K. Dhumal, Ajay D. Nagne,Yogesh D. Rajendra, K.V. Kale and S.C. Mehrotra

A Novel Fuzzy Min-Max Neural Network and GeneticAlgorithm-Based Intrusion Detection System . . . . . . . . . . . . . . . . . . . 429Chandrashekhar Azad and Vijay Kumar Jha

Real-Time Fault Tolerance Task Scheduling Algorithmwith Minimum Energy Consumption . . . . . . . . . . . . . . . . . . . . . . . . . 441Arvind Kumar and Bashir Alam

xviii Contents

Completely Separable Reversible Data Hiding with IncreasedEmbedding Capacity Using Residue Number System. . . . . . . . . . . . . . 449Geethu Mohan and O.K. Sikha

A Metric for Ranking the Classifiers for Evaluation of IntrusionDetection System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 459Preeti Aggarwal and Sudhir Kumar Sharma

Analysis of Different Neural Network Architectures in FaceRecognition System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 469E.V. Sudhanva, V.N. Manjunath Aradhya and C. Naveena

A Novel Approach for Diagnosis of Noisy Component in RollingBearing Using Improved Empirical Mode Decomposition . . . . . . . . . . 479Rahul Dubey and Dheeraj Agrawal

A Novel Solution of Dijkstra’s Algorithm for Shortest Path Routingwith Polygonal Obstacles in Wireless Networks Using FuzzyMathematics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 489Dhruba Ghosh, Sunil Kumar and Paurush Bhulania

Asymmetric Coplanar Waveguide-Fed Monopole Antennawith SRR in the Ground Plane. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 499S. Nikhila, Poorna Mohandas, P. Durga and Sreedevi K. Menon

Image Processing of Natural Calamity Images Using HealthyBacteria Foraging Optimization Algorithm . . . . . . . . . . . . . . . . . . . . . 505P. Lakshmi Devi and S. Varadarajan

Necessitate Green Environment for Sustainable Computing . . . . . . . . . 515Bhubaneswari Bisoyi and Biswajit Das

Determinantal Approach to Hermite-Sheffer Polynomials . . . . . . . . . . 525Subuhi Khan and Mumtaz Riyasat

Intelligent Traffic Monitoring System . . . . . . . . . . . . . . . . . . . . . . . . . 535Satya Priya Biswas, Paromita Roy, Nivedita Patra, Amartya Mukherjeeand Nilanjan Dey

Analysis of Mining, Visual Analytics Tools and Techniquesin Space and Time. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 547K. Nandhini and I. Elizabeth Shanthi

Contents xix

Dimensionality Reduced Recursive Filter Features forHyperspectral Image Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . 557S. Lekshmi Kiran, V. Sowmya and K.P. Soman

Customized Web User Interface for Hadoop DistributedFile System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 567T. Lakshmi Siva Rama Krishna, T. Ragunathanand Sudheer Kumar Battula

Reinforcing Web Accessibility for Enhanced Browsersand Functionalities According to W3C Guidelines . . . . . . . . . . . . . . . . 577Nehal Joshi and Manisha Tijare

Feature and Search Space Reduction for Label-DependentMulti-label Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 591Prema Nedungadi and H. Haripriya

Link Expiration-Based Routing in Wireless Ad Hoc Networks . . . . . . . 601Shweta R. Malwe, B. Thrilok Chand and G.P. Biswas

Analysis of Dual Beam Pentagonal Patch Antenna . . . . . . . . . . . . . . . 611R. Anand, Jesmi Alphonsa Jose, Anju M. Kaimaland Sreedevi Menon

Combination of CDLEP and Gabor Features for CBIR. . . . . . . . . . . . 621L. Koteswara Rao, D. Venkata Rao and Pinapatruni Rohini

Scheduling Real-Time Transactions Using Deferred PreemptiveTechnique . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 631Sohel A. Bhura and A.S. Alvi

An Intelligent Packet Filtering Based on Bi-layer Particle SwarmOptimization with Reduced Search Space . . . . . . . . . . . . . . . . . . . . . . 639B. Selva Rani and S. Vairamuthu

Storage Optimization of Cloud Using Disjunctive Property of π . . . . . . 649Umar Ahmad, Vipul Nayyar and Bashir Alam

Co-training with Clustering for the Semi-supervised Classificationof Remote Sensing Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 659Prem Shankar Singh Aydav and Sonjharia Minz

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An Integrated Secure Architecture for IPv4/IPv6 AddressTranslation Between IPv4 and IPv6 Networks . . . . . . . . . . . . . . . . . . 669J. Amutha, S. Albert Rabara and R. Meenakshi Sundaram

Logistic Regression Learning Model for Handling Concept Driftwith Unbalanced Data in Credit Card Fraud Detection System . . . . . . 681Pallavi Kulkarni and Roshani Ade

Music Revolution Through Genetic Evolution Theory . . . . . . . . . . . . . 691Hemant Kumbhar, Suresh Limkar and Raj Kulkarni

Low-Cost Supply Chain Management and Value ChainManagement with Real-Time Advance Inexpensive NetworkComputing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 699K. Rajasekhar and Niraj Upadhyaya

Opinion Classification Based on Product Reviews froman Indian E-Commerce Website . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 711Debaditya Barman, Anil Tudu and Nirmalya Chowdhury

Mitigation of Fog and Rain Effects in Free-Space OpticalTransmission Using Combined Diversity . . . . . . . . . . . . . . . . . . . . . . . 725Dhaval Shah and Dilipkumar Kothari

Technology Involved in Bridging Physical, Cyber,and Hyper World . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 735Suresh Limkar and Rakesh Kumar Jha

Cloud Load Balancing and Resource Allocation . . . . . . . . . . . . . . . . . 745Himanshu Mathur, Satya Narayan Tazi and R.K. Bayal

A Novel Methodology to Filter Out Unwanted Messagesfrom OSN User’s Wall Using Trust Value Calculation . . . . . . . . . . . . 755Renushree Bodkhe, Tushar Ghorpade and Vimla Jethani

Resource Prioritization Technique in Computational GridEnvironment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 765Sukalyan Goswami and Ajanta Das

Fuzzy-Based M-AODV Routing Protocol in MANETs . . . . . . . . . . . . . 773Vivek Sharma, Bashir Alam and M.N. Doja

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Cuckoo Search in Test Case Generation and ConformingOptimality Using Firefly Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . 781Kavita Choudhary, Yogita Gigras, Shilpa and Payal Rani

Time Domain Analysis of EEG to Classify Imagined Speech . . . . . . . . 793Sadaf Iqbal, P.P. Muhammed Shanir, Yusuf Uzzaman Khanand Omar Farooq

Accurate Frequency Estimation Method Based on BasisApproach and Empirical Wavelet Transform . . . . . . . . . . . . . . . . . . . 801Lakshmi Prakash, Neethu Mohan, S. Sachin Kumar and K.P. Soman

Hybrid Recommender System with Conceptualizationand Temporal Preferences . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 811M. Venu Gopalachari and P. Sammulal

An Approach to Detect Intruder in Energy-Aware Routingfor Wireless Mesh Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 821P.H. Annappa, Udaya Kumar K. Shenoy and S.P. Shiva Prakash

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 831

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About the Editors

Dr. Suresh Chandra Satapathy is currently working as Professor and Head,Department of Computer Science and Engineering, Anil Neerukonda Institute ofTechnology and Sciences (ANITS), Vishakhapatnam, Andhra Pradesh, India. Heobtained his Ph.D. in Computer Science Engineering from JNTUH, Hyderabad andMaster degree in Computer Science and Engineering from National Institute ofTechnology (NIT), Rourkela, Odisha. He has more than 27 years of teaching andresearch experience. His research interests include machine learning, data mining,swarm intelligence studies, and their applications to engineering. He has more than98 publications to his credit in various reputed international journals and conferenceproceedings. He has edited many volumes from Springer AISC and LNCS in pastand he is also the editorial board member in few international journals. He is asenior member of IEEE and Life Member of Computer society of India. Currently,he is the National Chairman of Division-V (Education and Research) of ComputerSociety of India.

Dr. K. Srujan Raju is the Professor and Head, Department of Computer Scienceand Engineering, CMR Technical Campus. Professor Srujan earned his Ph.D. in thefield of Network Security and his current research include computer networks,information security, data mining, image processing, intrusion detection, andcognitive radio networks. He has published several papers in referred internationalconferences and peer reviewed journals and also he was on the editorial board ofCSI 2014 Springer AISC series 337 and 338 volumes. In addition to this, he hasserved as reviewer for many indexed journals. Professor Raju is also awarded withSignificant Contributor, Active Member Awards by Computer Society of India(CSI) and currently he is the Hon. Secretary of CSI Hyderabad Chapter.

Dr. Jyotsna Kumar Mandal has M.Sc. in Physics from Jadavpur University in1986, M.Tech. in Computer Science from University of Calcutta. He was awardedPh.D. in Computer Science and Engineering by Jadavpur University in 2000.Presently, he is working as Professor of Computer Science and Engineering andformer Dean, Faculty of Engineering, Technology and Management, KalyaniUniversity, Kalyani, Nadia, West Bengal for two consecutive terms. He started his

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career as lecturer at NERIST, Arunachal Pradesh in September, 1988. He hasteaching and research experience of 28 years. His areas of research include codingtheory, data and network security, remote sensing and GIS-based applications, datacompression, error correction, visual cryptography, steganography, security inMANET, wireless networks, and unify computing. He has produced 11 Ph.D.degrees, three submitted (2015) and eight are ongoing. He has supervised threeM.Phil. and 30 M.Tech. theses. He is life member of Computer Society of Indiasince 1992, CRSI since 2009, ACM since 2012, IEEE since 2013, and Fellowmember of IETE since 2012, Executive member of CSI Kolkata Chapter. He hasdelivered invited lectures and acted as program chair of many international con-ferences and also edited nine volumes of proceedings from Springer AISC series,CSI 2012 from McGraw-Hill, CIMTA 2013 from Procedia Technology, Elsevier.He is reviewer of various international journals and conferences. He has over 355articles and five books published to his credit.

Prof. Vikrant Bhateja is Associate Professor, Department of Electronics andCommunication Engineering, Shri. Ramswaroop Memorial Group of ProfessionalColleges (SRMGPC), Lucknow and also the Head (Academics & Quality Control)in the same college. His areas of research include digital image and video pro-cessing, computer vision, medical imaging, machine learning, pattern analysis andrecognition, neural networks, soft computing and bio-inspired computing tech-niques. He has more than 90 quality publications in various international journalsand conference proceedings. Professsor Vikrant has been on TPC and chairedvarious sessions from the above domain in international conferences of IEEE andSpringer. He has been the track chair and served in the core-technical/editorialteams for international conferences: FICTA 2014, CSI 2014 and INDIA 2015 underSpringer-ASIC Series and INDIACom-2015, ICACCI-2015 under IEEE. He isassociate editor in International Journal of Convergence Computing (IJConvC) andalso serving in the editorial board of International Journal of Image Mining (IJIM)under Inderscience Publishers. At present he is guest editor for two special issuesfloated in International Journal of Rough Sets and Data Analysis (IJRSDA) andInternational Journal of System Dynamics Applications (IJSDA) under IGI Globalpublication.

xxiv About the Editors