Advances in Intelligent Systems and Computing

Advances in Intelligent Systems and Computing Volume 380

Series editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland e-mail: [email protected]

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. Virtually all disciplines such as engineering, natural sciences, computer and information science, ICT, economics, business, e-commerce, environment, healthcare, life science are covered. The list of topics spans all the areas of modern intelligent systems and computing. The publications within “Advances in Intelligent Systems and Computing” are primarily textbooks and proceedings of important conferences, symposia and congresses. They cover significant 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-wide distribution. This permits a rapid and broad dissemination of research results.

Advisory Board Chairman Nikhil R. Pal, Indian Statistical Institute, Kolkata, India e-mail: [email protected] Members Rafael Bello, Universidad Central “Marta Abreu” de Las Villas, Santa Clara, Cuba e-mail: [email protected] Emilio S. Corchado, University of Salamanca, Salamanca, Spain e-mail: [email protected] Hani Hagras, University of Essex, Colchester, UK e-mail: [email protected] László T. Kóczy, Széchenyi István University, Győr, Hungary e-mail: [email protected] Vladik Kreinovich, University of Texas at El Paso, El Paso, USA e-mail: [email protected] Chin-Teng Lin, National Chiao Tung University, Hsinchu, Taiwan e-mail: [email protected] Jie Lu, University of Technology, Sydney, Australia e-mail: [email protected] Patricia Melin, Tijuana Institute of Technology, Tijuana, Mexico e-mail: [email protected] Nadia Nedjah, State University of Rio de Janeiro, Rio de Janeiro, Brazil e-mail: [email protected] Ngoc Thanh Nguyen, Wroclaw University of Technology, Wroclaw, Poland e-mail: [email protected] Jun Wang, The Chinese University of Hong Kong, Shatin, Hong Kong e-mail: [email protected]

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

Suresh Chandra Satapathy K. Srujan Raju Jyotsna Kumar Mandal Vikrant Bhateja •

•

Editors

Proceedings of the Second International Conference on Computer and Communication Technologies IC3T 2015, Volume 2

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Editors Suresh Chandra Satapathy Department of Computer Science and Engineering Anil Neerukonda Institute of Technology and Sciences Visakhapatnam India K. Srujan Raju Department of Computer Science and Engineering CMR Technical Campus Hyderabad India

Jyotsna Kumar Mandal Department of Computer Science and Engineering Kalyani University Nadia, West Bengal India Vikrant Bhateja Department of Electronics and Communication Engineering Shri Ramswaroop Memorial Group of Professional Colleges Lucknow, Uttar Pradesh India

ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems and Computing ISBN 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 2016 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of 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 transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the 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 this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for 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 on Computer & Communication Technologies held during 24–26 July 2015 at Hyderabad, hosted by CMR Technical Campus in association with Division-V (Education and Research) CSI. It proved to be a great platform for researchers from across the world to report, deliberate, and review the latest progress in the cutting-edge research pertaining to intelligent computing and its applications to various engineering fields. The response to IC3T 2015 was overwhelming. It received a good number of submissions from different areas relating to intelligent computing and its applications in main tracks and three special sessions and after a rigorous peer-review process with the help of our program committee members and external reviewers, we finally accepted quality papers with an acceptance ratio of 0.35. 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, conducted a Special Session on “Applications for Fuzzy Systems in Engineering” and Dr. Suma V. Dean, Research and Industry Incubation Centre (Recognized by Ministry of Science and Technology, Government of India), Dayananda Sagar Institutions, Bangalore, conducted a Special Session on “Software Engineering and Applications.” We take this opportunity to thank all keynote speakers and special session chairs for their excellent support to make IC3T 2015 a grand success. The quality of a referred volume depends mainly on the expertise and dedication of the reviewers. We are indebted to the program committee members and external reviewers who not only produced excellent reviews but also did them in short time frames. We would also like to thank CSI Hyderabad, CMR Group of Institutions, DRDO and JNTUH for coming forward to support us to organize this mega convention. We express our heartfelt thanks to Mr. Ch. Gopal Reddy, Chairman of CMR Technical Campus, Smt. C. Vasanthalatha, Secretary of CMR Technical Campus, v

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Preface

and Dr. A. Raji Reddy Director of CMR Technical Campus, faculty and administrative staff for their continuous support during the course of the convention. We would also like to thank the authors and participants of this convention, who have considered the convention above all hardships. Finally, we would like to thank all the volunteers who spent tireless efforts in meeting the deadlines and arranging every detail to make sure that the convention runs smoothly. All the efforts are worth and would please us all, if the readers of this proceedings and participants of this convention found the papers and event inspiring and enjoyable. We place our sincere thanks to the press, print, and electronic media for their excellent coverage of this convention. July 2015

Suresh Chandra Satapathy K. Srujan Raju Jyotsna Kumar Mandal Vikrant Bhateja

Team IC3T 2015

Chief Patrons Sri. C. Gopal Reddy, Chairman Smt. C. Vasanthalatha Reddy, Secretary Dr. A. Raji Reddy, Director

Advisory Committee Dr. A. Govardhan, SIT, JNTUH Dr. V. Kamakshi Prasad, HOD-CSE, JNTUCEH Prof. S.K. Udgata, HCU Dr. Vasumathi, JNTUH Dr. B. Padmaja Rani, JNTUH Dr. O.B.V. Ramanaiah, JNTUH Dr. B.N. Bhandari, JNTUH Dr. Amit Acharya, JNTUH Dr. D. Rajya Lakshmi, JNTUV Dr. C. Srinivasa Kumar, VITSH(VU) Dr. V. Kamaskshi Prasad, JNTUH Dr. M.B.R. Murthy, CMRCET Dr. M.V. Krishna Rao, CMRIT Dr. M. Janga Reddy, CMRIT Dr. L. Pratap Reddy, JNTUH Dr. T. Anil Kumar, SRIITH Dr. K. Srinivas Rao, CMRCET Dr. Sahu Chatrapati, JNTUM Dr. Vaka Murali Mohan, BRC

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Program Chairs Dr. A. Govardhan Prof. G. Srikanth Dr. K. Srujan Raju Dr. Suresh Chandra Satapathy

Conveners Prof. Dimlo. U. Fernandes Mrs. K. Neeraja Prof. T. Sai Kumar

Organizing Committee Dr. K. Srujan Raju Prof. G. Srikanth Mr. N. Bhaskar Mr. V. Naresh Kumar Mr. A. Bharath Kumar, ECE Mrs. B. Ragini Reddy, ECE Mr. S. Venkatesh, ECE Mrs. P. Satyavathi, CSE Mr. N. Bhaskar, CSE Prof. T. Sai Kumar Prof. Dimlo. U. Fernandes Mr. Md. Rafeeq Mr. B. Ravinder Mrs. J. Srividya, CSE Mrs. Ch. Sudha Rani, ECE Mrs. K. Mohana Lakshmi, ECE Mr. J. Narasimha Rao, CSE Mrs. B. Rama Devi, ECE, KITS

Program Committee Ms. V. Swapna Mr. Narasimha Rao

Team IC3T 2015

Team IC3T 2015

Mrs. Suvarna Gothane Mrs. J. Srividya Mr. K. Murali Mr. Ch. Sudha Mani

Finance Committee Prof. G. Srikanth Mr. D. Venkateshwarlu

Publicity Committee Dr. K. Srujan Raju Mr. M. Ajay Kumar Mr. P. Nagaraju Mr. Anirban Paul

Exhibition Committee Prof. T. Sai Kumar Mrs. D. Anuradha Mrs. A. Anusha Mr. Ameen Uddin Md.

Transport Committee Mr. Mr. Mr. Mr.

R. Nagaraju U. Yedukondalu A. Bharath Kumar V. Pradeep kumar

Hospitality Committee Prof. K. Neeraja Ms. Ch. Swapna

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Team IC3T 2015

Mrs. K. Kiranmai Mr. Md. Abdul Naqi

Sponsorship Committee Mr K. Bharath Mr. P. Kranthi Rathan Mr. E. Uma Shankar Mr. Ch. Narendar

Marketing & PR Committee Mr. Md. Shabeer Mr. S. Satyanarayan Reddy Mr. A. Vamshidhar Reddy Mr S. Madhu Mr. S. Venkatesh Mr. G. Kranthi Kiran

Registrations Committee Mrs. Mrs. Mrs. Mrs.

P. Satyavathi K. Mohana Lakshmi K. Shrisha K. Jeji

Cultural Committee Mrs. Shriya Kumari Mrs. B. Ragini Ms. B. Karuna Sree Mr. M. Mahesh Babu

Team IC3T 2015

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Web Portal Committee Dr. K. Srujan Raju, CMRTC Mr. T. Santhosh Kumar, CSI-Hyderabad Chapter Mr. Chandra Mohan

International Advisory Committee/Technical Committee Mr. Gautham Mahapatra, Sr. Scientist, DRDO, India. Dr. A. Damodaram, Director, Academic & Planning, JNTUH Dr. A. Govardhan, Director, SIT-JNTUH, India Dr. Kun-Lin Hsieh, NTU, Taiwan Dr. Ahamad J. Rusumdar, KIT, Germany Dr. V.R. Chirumamilla, EUT, The Netherlands Dr. Halis Altun, MU, Turkey Dr. Vakka Murali Mohan, BRC, India Dr. K .Ashoka Reddy, KITSW, India Dr. Md. Zafar Ali Khan, IITH, India Dr. S.K. Udagata, UOH, India Mr. Anirban Pal, Tech Mahindra, India

External Reviewers Board Ankur Singh Bist, KIET, Ghaziabad, India Dac-Nhuong Le, VNU University, Hanoi, Vietnam Sumit Ashok Khandelwal, MIT Academy of Engineering, Pune, India Srinivas Sethi, Indira Gandhi Institute of Technology, India Kavita Choudhary, ITM University, Gurgaon, India Ashwini B. Abhale, D.Y. Patil College of Engineering, Akurdi, India Sadhana J. Kamatkar, University of Mumbai, Mumbai, India Musheer Ahmad, Jamia Millia Islamia, New Delhi, India Mridu Sahu, NIT, Raipur, Chhattisgarh, India Ranjan Tripathi, SRMGPC, Lucknow (Uttar Pradesh), India Steven Lawrence Fernandes, Sahyadri College of Engineering & Management, Mangalore, India G. Rosline Nesa Kumari, Saveetha School of Engineering, Saveetha University Chennai, India Arshad Mohd. Khan, Innovative Technologies, Hyderabad, India Nikhil Bhargava, CSI ADM, Ericsson, India Chirag Arora, KIET, Ghaziabad, India

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Team IC3T 2015

H.V. Jayashree, PESIT, Bangalore, India Ravi Tomar, University of Petroleum and Energy Studies, Dehradun, India Sourav Samanta, University Institute of Technology, BU, India Srinivas Aluvala, SR Engineering College, Warangal, India Ritesh Maurya, ABVIITM, Gwalior, India Abdul Wahid Ansari, University of Delhi, New Delhi, India Gaikwad Bharatratna Pralhadrao, LPP Institute, Vivekanand College Campus, Aurangabad A.N. Nagamani, PESIT, Bangalore, India Balasaheb Deokate, Vidya Pratishthan’s College of Engineering, Baramati, India Satya Narayan Tazi, Government Engineering College, Ajmer, India Sherin Zafar, Jamia Millia Islamia, New Delhi, India Dileep Kumar Yadav, MRCE, Faridabad, India Gustavo Fernandez, Austrian Institute of Technology, Vienna, Austria Banani Saha, University of Calcutta, Kolkatta, India Jagdish Chandra Patni, University of Petroleum and Energy Studies, Dehradun, India Sayan Chakraborty, NIT, Durgapur, India Kamble Vaibhav Venkatrao, Dr. Babasaheb Ambedkar Marathwada University Aurangabad, Maharashtra, India Tushar V. Ratanpara, C.U. Shah University, Gujarat Hem Kumar Gopal, Government College for Women, Mandya, India Rupayan Das, University of Engineering & Management (UEM), Jaipur, Rajasthan Maheswari Senthilkumar, Sambhram Institute of Technology, Bangalore, India Hemprasad Y. Patil, LGNSCE, University of Pune, India Angshuman Khan, University of Engineering & Management, Jaipur, India Kamal Kant Sharma, Chandigarh University, Gharuan, Mohali, India Sk. Md. Obaidullah, Aliah University, Kolkata, West Bengal, India Nilanjan Dey, Bengal College of Engineering and Technology, Durgapur, India Andhe Dharani, Mother Teresa Women’s University, India Sandip Das, University of Engineering and Management, Jaipur Chayan Halder, West Bengal State University, Barasat, Kolkata, India Vipin Khattri, SRMU, Lucknow-Deva Road, Uttar Pradesh Alak Majumder, NIT, Arunachal Pradesh, India Amartya Mukherjee, Bengal College of Engineering and Technology, Durgapur, India Suvojit Acharjee, NIT, Agartala, India Aarti Singh, MMICTBM, M.M. University, Mullana, India Ramesh Sunder Nayak, Canara Engineering College, Benjanapadavu, Mangalore, India P.K. Gupta, Jaypee University of Engineering and Technology, Raghogarh, India Shilpa Bahl, KIIT, Gurgaon, India Sudhir Kumar Sharma, Ansal Institute of Technology, GGS Indraprastha University, Gurgaon, India Bikesh Kumar Singh, NIT, Raipur, Chhattisgarh, India

Team IC3T 2015

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Inderpreet Kaur, Chandigarh University, Gharuan, Mohali Subuhi Khan, AMU, Aligarh, India Shabana Urooj, GBU, Greater Noida, India Mukul Misra, SRMU, Lucknow-Deva Road, Uttar Pradesh Paras Jain, Jaypee University of Engineering and Technology, Raghogarh, India Suresh Limkar, AISSMS IOIT, Pune, India Pritee Parwekar, ANITS, Vishakhapatnam, India Sri. N. Madhava Raja, St. Joseph’s College of Engineering, Chennai, Tamil Nadu, India S. Ratan Kumar, ANITS, Visakhapatnam S. Sridevi Sathya Priya, Karunya University, Coimbatore, Tamilnadu, India Nishant Shrivastava, Jaypee University of Engineering and Technology, Raghogarh, India Rajinikanth Venkatesan, St. Joseph’s College of Engineering, Chennai, India Sireesha Rodda, GITAM University, Visakhapatnam, Andhra Pradesh, India Tanmoy Halder, University of Kalyani, West Bengal, India Garima Singh, Jaypee University of Information Technology, Waknaghat, Solan, Himachal Pradesh, India A. Rajiredyy, CMR Technical Campus, Hyderabad Somnath Mukhopadhyay, University of Kalyani, West Bengal, India Abhinav Krishna, SRMGPC, Lucknow (Uttar Pradesh), India Himanshi Patel, SRMGPC, Lucknow (Uttar Pradesh), India Arindam Sarkar, University of Kalyani, West Bengal, India Y.V. Srinivasa Murthy, NIT, Surathkal, India Uttam Mondal, College of Engineering & Management, Kolaghat, India Akanksha Sahu, SRMGPC, Lucknow (Uttar Pradesh), India Tara Sai Kumar, CMR Technical Campus, Hyderabad B.N. Biswal, BEC, Bhubaneswar And many more……

Contents

Human Gait Recognition Using Gait Flow Image and Extension Neural Network. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Parul Arora, Smriti Srivastava and Shivank

1

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

11

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

21

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

37

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

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

61

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

73

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

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Contents

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

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

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Improving Query Processing Performance Using Optimization Techniques for Object-Oriented DBMS . . . . . . . . . . . . . . . . . . . . . . . Sheetal Dhande and G.R. Bamnote Linear and Non-linear Buckling Testing on Aluminium Structures . . . Snigdha Sharma, Shilpi Ghosh, Ankesh Yadav and Shabana Urooj A Performance Analysis of OpenStack Open-Source Solution for IaaS Cloud Computing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Vo Nhan Van, Le Minh Chi, Nguyen Quoc Long, Gia Nhu Nguyen and Dac-Nhuong Le The Application of Sub-Pattern Approach in 2D Shape Recognition and Retrieval . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Muzameel Ahmed and V.N. Manjunath Aradhya A Data-Driven Approach for Option Pricing Algorithm . . . . . . . . . . . Dipti Ranjan Mohanty and Susanta Kumar Mishra

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Moderator Intuitionistic Fuzzy Sets and Application in Medical Diagnosis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Bhagawati Prasad Joshi and Pushpendra Singh Kharayat

171

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

181

Augmenting Women’s Safety-in-Numbers in Railway Carriages with Wireless Sensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Anusha Rahul, Vishnu Narayanan, Alin Devassy and Anand Ramachandran

193

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

203

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

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Contents

Enhancing the Performance of MapReduce Default Scheduler by Detecting Prolonged TaskTrackers in Heterogeneous Environments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Nenavath Srinivas Naik, Atul Negi and V.N. Sastry Prototype of a Coconut Harvesting Robot with Visual Feedback . . . . . Alexander J. Cyriac and V. Vidya Suppression of Impulse Noise in Digital Images Using Hermite Interpolation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Saumya Satpathy, Figlu Mohanty and Prasant Kumar Pattnaik Wireless Personal Area Network and PSO-Based Home Security System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Anita 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 . . . Rakesh Kumar, Aditi Sharan and Chandra Shekhar Yadav Multi-level Thresholding Segmentation Approach Based on Spider Monkey Optimization Algorithm . . . . . . . . . . . . . . . . . . . . Swaraj Singh Pal, Sandeep Kumar, Manish Kashyap, Yogesh Choudhary and Mahua Bhattacharya Dynamic Multiuser Scheduling with Interference Mitigation in SC-FDMA-Based Communication Systems . . . . . . . . . . . . . . . . . . . P. Kiran and M.G. Jibukumar Design of Proportional-Integral-Derivative Controller Using Stochastic Particle Swarm Optimization Technique for Single-Area AGC Including SMES and RFB Units . . . . . . . . . . . . . . . . . . . . . . . . K. Jagatheesan, B. Anand, Nilanjan Dey and M.A. Ebrahim An Enhanced Microstrip Antenna Using Metamaterial at 2.4 GHz . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sunita, Gaurav Bharadwaj and Nirma Kumawat Adaptive MAC for Bursty Traffic in Wireless Sensor Networks. . . . . . Akansha Verma, M.P. Singh, Prabhat Kumar and J.P. Singh Secured Authentication and Signature Routing Protocol for WMN (SASR) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Geetanjali Rathee, Hemraj Saini and Satya Prakash Ghrera

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Contents

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

337

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

347

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

357

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

365

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

375

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

385

Integrating Writing Direction and Handwriting Letter Recognition in Touch-Enabled Devices . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Akshay Jayakumar, Ganga S. Babu, Raghu Raman and Prema Nedungadi A New Approach for Single Text Document Summarization . . . . . . . . Chandra Shekhar Yadav, Aditi Sharan, Rakesh Kumar and Payal Biswas Analysis, Classification, and Estimation of Pattern for Land of Aurangabad Region Using High-Resolution Satellite Image . . . . . . . Amol D. Vibhute, Rajesh K. Dhumal, Ajay D. Nagne, Yogesh D. Rajendra, K.V. Kale and S.C. Mehrotra

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413

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

429

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

441

Contents

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

449

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

459

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

469

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

479

A Novel Solution of Dijkstra’s Algorithm for Shortest Path Routing with Polygonal Obstacles in Wireless Networks Using Fuzzy Mathematics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Dhruba Ghosh, Sunil Kumar and Paurush Bhulania

489

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

499

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

505

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

515

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

525

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

535

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

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Contents

Dimensionality Reduced Recursive Filter Features for Hyperspectral Image Classification. . . . . . . . . . . . . . . . . . . . . . . . . . . S. Lekshmi Kiran, V. Sowmya and K.P. Soman Customized Web User Interface for Hadoop Distributed File System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T. Lakshmi Siva Rama Krishna, T. Ragunathan and Sudheer Kumar Battula

557

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

577

Feature and Search Space Reduction for Label-Dependent Multi-label Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Prema Nedungadi and H. Haripriya

591

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

601

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

611

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

621

Scheduling Real-Time Transactions Using Deferred Preemptive Technique . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sohel A. Bhura and A.S. Alvi

631

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

639

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

649

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

659

Contents

xxi

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

669

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

681

Music Revolution Through Genetic Evolution Theory . . . . . . . . . . . . . Hemant Kumbhar, Suresh Limkar and Raj Kulkarni Low-Cost Supply Chain Management and Value Chain Management with Real-Time Advance Inexpensive Network Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . K. Rajasekhar and Niraj Upadhyaya

691

699

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

711

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

725

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

735

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

745

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

755

Resource Prioritization Technique in Computational Grid Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sukalyan Goswami and Ajanta Das

765

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

773

xxii

Contents

Cuckoo Search in Test Case Generation and Conforming Optimality Using Firefly Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . Kavita Choudhary, Yogita Gigras, Shilpa and Payal Rani Time Domain Analysis of EEG to Classify Imagined Speech . . . . . . . . Sadaf Iqbal, P.P. Muhammed Shanir, Yusuf Uzzaman Khan and Omar Farooq

781

793

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

801

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

811

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

821

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

831

About the Editors

Dr. Suresh Chandra Satapathy is currently working as Professor and Head, Department of Computer Science and Engineering, Anil Neerukonda Institute of Technology and Sciences (ANITS), Vishakhapatnam, Andhra Pradesh, India. He obtained his Ph.D. in Computer Science Engineering from JNTUH, Hyderabad and Master degree in Computer Science and Engineering from National Institute of Technology (NIT), Rourkela, Odisha. He has more than 27 years of teaching and research experience. His research interests include machine learning, data mining, swarm intelligence studies, and their applications to engineering. He has more than 98 publications to his credit in various reputed international journals and conference proceedings. He has edited many volumes from Springer AISC and LNCS in past and he is also the editorial board member in few international journals. He is a senior member of IEEE and Life Member of Computer society of India. Currently, he is the National Chairman of Division-V (Education and Research) of Computer Society of India. Dr. K. Srujan Raju is the Professor and Head, Department of Computer Science and Engineering, CMR Technical Campus. Professor Srujan earned his Ph.D. in the field of Network Security and his current research include computer networks, information security, data mining, image processing, intrusion detection, and cognitive radio networks. He has published several papers in referred international conferences and peer reviewed journals and also he was on the editorial board of CSI 2014 Springer AISC series 337 and 338 volumes. In addition to this, he has served as reviewer for many indexed journals. Professor Raju is also awarded with Significant 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 in 1986, M.Tech. in Computer Science from University of Calcutta. He was awarded Ph.D. in Computer Science and Engineering by Jadavpur University in 2000. Presently, he is working as Professor of Computer Science and Engineering and former Dean, Faculty of Engineering, Technology and Management, Kalyani University, Kalyani, Nadia, West Bengal for two consecutive terms. He started his xxiii

xxiv

About the Editors

career as lecturer at NERIST, Arunachal Pradesh in September, 1988. He has teaching and research experience of 28 years. His areas of research include coding theory, data and network security, remote sensing and GIS-based applications, data compression, error correction, visual cryptography, steganography, security in MANET, wireless networks, and unify computing. He has produced 11 Ph.D. degrees, three submitted (2015) and eight are ongoing. He has supervised three M.Phil. and 30 M.Tech. theses. He is life member of Computer Society of India since 1992, CRSI since 2009, ACM since 2012, IEEE since 2013, and Fellow member of IETE since 2012, Executive member of CSI Kolkata Chapter. He has delivered invited lectures and acted as program chair of many international conferences 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 355 articles and five books published to his credit. Prof. Vikrant Bhateja is Associate Professor, Department of Electronics and Communication Engineering, Shri. Ramswaroop Memorial Group of Professional Colleges (SRMGPC), Lucknow and also the Head (Academics & Quality Control) in the same college. His areas of research include digital image and video processing, computer vision, medical imaging, machine learning, pattern analysis and recognition, neural networks, soft computing and bio-inspired computing techniques. He has more than 90 quality publications in various international journals and conference proceedings. Professsor Vikrant has been on TPC and chaired various sessions from the above domain in international conferences of IEEE and Springer. He has been the track chair and served in the core-technical/editorial teams for international conferences: FICTA 2014, CSI 2014 and INDIA 2015 under Springer-ASIC Series and INDIACom-2015, ICACCI-2015 under IEEE. He is associate editor in International Journal of Convergence Computing (IJConvC) and also serving in the editorial board of International Journal of Image Mining (IJIM) under Inderscience Publishers. At present he is guest editor for two special issues floated in International Journal of Rough Sets and Data Analysis (IJRSDA) and International Journal of System Dynamics Applications (IJSDA) under IGI Global publication.