Advances in Intelligent Systems and Computing

Volume 768

Series editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland e-mail: [email protected] 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 such as: computational intelligence, soft computing including neural networks, fuzzy systems, evolutionary computing and the fusion of these paradigms, social intelligence, ambient intelligence, computational neuroscience, artificial life, virtual worlds and society, cognitive science and systems, Perception and Vision, DNA and immune based systems, self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centric computing, recommender systems, intelligent control, robotics and mechatronics including human-machine teaming, knowledge-based paradigms, learning paradigms, machine ethics, intelligent data analysis, knowledge management, intelligent agents, intelligent decision making and support, intelligent network security, trust management, interactive entertainment, Web intelligence and multimedia. The publications within “Advances in Intelligent Systems and Computing” are primarily 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 Perez, 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 Pradeep Kumar Mallick • Valentina Emilia Balas Akash Kumar Bhoi • Ahmed F. Zobaa Editors

Cognitive Informatics and Soft Computing Proceeding of CISC 2017

123 Editors Pradeep Kumar Mallick Akash Kumar Bhoi Department of Computer Science Department of Electrical and Engineering and Electronics Engineering, Vignana Bharathi Institute of Technology Sikkim Manipal Institute of Technology, Hyderabad, Telangana Sikkim Manipal University India Rangpo India Valentina Emilia Balas Faculty of Engineering Ahmed F. Zobaa Aurel Vlaicu University of Arad Department of Electronic Arad and Computer Engineering Romania Brunel University London Uxbridge, Middlesex UK

ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems and Computing ISBN 978-981-13-0616-7 ISBN 978-981-13-0617-4 (eBook) https://doi.org/10.1007/978-981-13-0617-4

Library of Congress Control Number: 2018942007

© Springer Nature Singapore Pte Ltd. 2019 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. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore Preface

Cognitive Informatics (CI) is the multi-disciplinary study of cognition and infor- mation sciences, which investigates human information processing mechanisms and processes and their engineering applications in computing. The focus of CI is on understanding the work processes and activities within the context of human cognition and the design of interventional solutions (often engineering, computing, and information technology solutions) that can improve human activities. Within the context of biomedical informatics, CI plays a key role—in terms of under- standing, describing, and predicting the nature of clinical work activities of its participants (e.g., clinicians, patients, and lay public) and in terms of developing engineering and computing solutions that can improve clinical practice (e.g., a new decision-support system), patient engagement (e.g., a tool to remind patients of their medication schedule), and public health interventions (e.g., a mobile application to track the spread of an epidemic). Soft Computing is an emerging approach to computing which parallels the remarkable ability of the human mind to reason and learn in an environment of uncertainty and imprecision. Soft computing is based on some biologically inspired methodologies such as genetics, evolution, ant’s behaviors, particles swarming, human nervous systems. Now, soft computing is the only solution when we do not have any mathematical modeling of problem-solving (i.e., algorithm) and need a solution to a complex problem in real time, and this is easy to adapt with changed scenario and can be implemented with parallel computing. It has enormous applications in many areas such as medical diagnosis, computer vision, hand-written character recondition, pattern recognition, machine intelligence, weather forecasting, network optimization, VLSI design. The subject choice of particular parts of this edited book was determined through discussions and reflection arising during the International Conference on Cognitive Informatics & Soft Computing (CISC-2017) which was held at VBIT, Hyderabad, from December 20 to 21, 2017. This contributed book enlists selected 74 chapters from 194 presented topics during CISC-2017.

v vi Preface

The event was organized with five different tracks, e.g., Track-1: Cognitive Informatics Track-2: Cognitive Computing Track-3: Computational Intelligence Track-4: Advanced Computing Track-5: Hybrid Intelligent Models and Applications The selected 74 papers from the above tracks are arranged in this proceedings, where the chapters “Multi-tumor Detection and Analysis Based on Advance Region Quantitative Approach of Breast MRI” (U. Ravi Babu) and “Categorizing Kidney Stones Using Region Properties and Pixel Intensity Matrix” (Punal M. Arabi, Gayatri Joshi, Surekha Nigudgi) deal with the image processing techniques for breast cancer and kidney stone characterization. Chapter “Security Measures in Distributed Approach of Cloud Computing” (K. Shirisha Reddy, M. Bala Raju, Ramana Naik) deals with security issues such as mean failure cost (MFC), and multi-dimension failure cost (M2FC) in cloud computing. Chapter “Performance of Time-Varying Particle Swarm Optimizer to Predict Cancers” (T. R. Vijaya Lakshmi) presents the cancer prediction using particle swarm optimizer. Chapter “An Analytical Review of Different Approaches for Detection and Analysis of Electrocardiographic ST Segment” (Akash Kumar Bhoi, Karma Sonam Sherpa, Bidita Khandelwal, Pradeep Kumar Mallick) presents critical analysis of ST seg- ment. Chapter “Survey on Sentiment Analysis Methods for Reputation Evaluation” (P. Chiranjeevi, D. Teja Santosh, B. Vishnuvardhan) evaluates the reputation by surveying sentiment analysis. Chapter “A Study on the Turnout on the Use of E-Shopping Websites with Arabic Platform in Bahrain” (Yousef A. Baker El-Ebiary, Najeeb Abbas Al-Sammarraie) discusses e-commerce. Chapter “A Novel Trimet Graph Optimization (TGO) Topology for Wireless Networks” (Shanmuk Srinivas Amiripalli, Veeramallu Bobba, Sai Prasad Potharaju), and chapters “Performance Analysis of Reliability and Throughput Using an Improved Receiver—Centric MAC Protocol and Itree-MAC Protocol in Wireless Sensor Networks” (Ananda Kumar K. S., Balakrishna R.), “A Secure and Computational-Efficient Multicast Key Distribution for Wireless Networks” (B. Srinivasa Rao, P. Premchand), and “Data Mining Approaches for Correlation and Cache Replacement in Wireless Ad Hoc Networks” (Y. J. Sudha Rani, M. Seetha) discuss wireless network and protocol. Chapter “An Approach to Detect an Image as a Selfie Using Object Recognition Methods” (Madhuri A. Bhalekar, Mangesh V. Bedekar, Saba Aslam) discusses object recognition methods. Chapter “T Wave Analysis: Potential Marker of Arrhythmia and Ischemia Detection-A Review” (Akash Kumar Bhoi, Karma Sonam Sherpa, Bidita Khandelwal, Pradeep Kumar Mallick) presents a survey on T wave analysis. Chapter “Functional Link Artificial Neural Network (FLANN) Based Design of a Conditional Branch Predictor” (Abhaya Kumar Samal, Pradeep Kumar Mallick, Jitendra Pramanik, and Subhendu Kumar Pani, Rajasekhar Jelli) discusses functional link artificial neural network (FLANN). Chapter “Development of a Preface vii

Model Recommender System for Agriculture Using Apriori Algorithm” (Santosh Kumar M. B., Kannan Balakrishnan) presents a development model for agriculture. The proceedings chapters (from “Emotion Speech Recognition Based on Adaptive Fractional Deep Belief Network and Reinforcement Learning” to “Steady-State Visual Evoked Potential-Based Real-Time BCI for Smart Appliance Control”) focus its application on various applied areas such as speech recognition, electronic health record, hybrid CAT, medical images, malware, Freeman K-set model, mammo- grams, MANET in grid topology, sonar targets, visually impaired, deep neural network, support vector machine, survey on Big Data, IoT-aided robotics devices, relay selection in WBAN, evolutionary ANN, genetic algorithm, multiple matching algorithm, kinship verification, AI used in low-order harmonic elimination, object classification, clustering, hybrid approach for address IP traceback problem, OEFC algorithm, isolated word recognition, keyword extraction, unified power flow controller, Web-enabled Big Data, MAC optimization, epileptic EEG classification, green cloud computing, character extraction from the license plates, ranking decision rules, image segmentation on mobile devices, memetic algorithm, opinion mining, extreme learning machine variants, convolutional neural network, machine learning techniques, intelligent RST robust controller, energy audit, computer-aided diagnosis of epilepsy, cognitive radio networks, optical signal processing module, Parkinson’s disease diagnosis, telemedicine, shearlet transform, multi-domain fusion methods, computational studies of CT complexes, smart toilet in healthcare units designing using cognitive approach, cardiac event coherence, and visual evoked potential-based BCI. This book will be of special value to a large variety of professionals, researchers, and students working in the areas of informatics and soft computing. Special thanks to Honorable Chairman Dr. N. Goutam Rao and Hon. Secretary Dr. G. Manohar Reddy for their valuable support to host CISC-2017 at the Department of Computer Science and Engineering (CSE), Vignana Bharathi Institute of Technology, Hyderabad, Telangana. The editors are thankful to all the editorial board members for their contributions in various ways in the preparation of this volume.

Hyderabad, India Pradeep Kumar Mallick Arad, Romania Valentina Emilia Balas Rangpo, India Akash Kumar Bhoi Uxbridge, UK Ahmed F. Zobaa Editorial Board

Chief Patron

Dr. N. Goutham Rao, Chairman, Vignana Bharathi Institute of Technology, Hyderabad, Telangana Dr. G. Manohar Reddy, Secretary, Vignana Bharathi Institute of Technology, Hyderabad, Telangana

Patrons

Dr. G. Amarendar Rao, Principal, Vignana Bharathi Institute of Technology, Hyderabad Dr. Jayant Kulkarni, Vice-Principal, Vignana Bharathi Institute of Technology, Hyderabad

Steering Committee

Dr. D. Devendranath, Director Academics, VBIT, Hyderabad Dr. Gopa Dutta, R&D Director, VBIT, Hyderabad Dr. B. Brahma Reddy, Dean, VBIT, Hyderabad

General Chairs

Dr. Valentina Emilia Balas, Professor, Aurel Vlaicu University of Arad, Romania Dr. Ahmed Faheem Zobaa, Brunel University, London

ix x Editorial Board

Dr. Dac-Nhuong Le, Haiphong University, Haiphong, Vietnam Dr. Nileshsingh V. Thakur, Principal and Professor, PRMCEAM, Badnera-Amravati, India

Conveners

Dr. Pradeep Kumar Mallick, Professor and Head, Department of CSE, VBIT, Hyderabad Dr. P. V. Rao, Professor, Department of ECE, VBIT, Hyderabad

Co-conveners

Prof. N. Srinivas, Associate Professor, Department of CSE, VBIT, Hyderabad Prof. M. Venkateswara Rao, Associate Professor, Department of IT, VBIT, Hyderabad

Keynote Speakers

Dr. G. S. Chae, Baekseok University, South Korea Dr. Kishore Sarawadekar, IIT-BHU, Varanasi, India Dr. Satchidananda Dehuri, Fakir Mohan University, Odisha, India Dr. Mihir Narayana Mohanty, Siksha ‘O’ Anusandhan University, Odisha

Special Session Chairs

Dr. Inderpreet Kaur, Chandigarh University, India Dr. Dhanalakshmi S., SRM University, Chennai

International Advisory Committee

Dr. Atilla Elçi, Aksaray University, Turkey Dr. Hongyan Yu, Shanghai Maritime University, Shanghai Dr. Benson Edwin Raj, Fujairah Women’s College Fujairah, UAE Dr. Mohd. Hussain, Islamic University, Madina, Saudi Arabia Dr. Vahid Esmaeelzadeh, Iran University of Science and Technology, Tehran, Iran Editorial Board xi

Dr. Avinash Konkani, University of Virginia Health System, Virginia, USA Dr. Yu-Min Wang, National Chi Nan University, Taiwan Dr. Ganesh R. Naik, University of Technology Sydney, Australia Dr. Steve S. H. Ling, University of Technology Sydney, Australia Dr. Hak-Keung Lam, King’s College London, UK Dr. Frank H. F. Leung, Hong Kong Polytechnic University, Hong Kong Dr. Yiguang Liu, Sichuan University, China Dr. Abdul Rahaman, Debre Tabor University, Debre Tabor, Ethiopia Dr. Ch. Suresh Babu, King Khalid University, Kingdom of Saudi Arabia Dr. Bandla Srinivas Rao, Debre Tabor University, Ethiopia

National Committee

Dr. Kishore Sarawadekar, IIT-BHU, Varanasi, India Dr. T. Kishore Kumar, NIT Warangal, Warangal, AP, India Dr. K. Neelima, Department of EEE, VBIT, Hyderabad Dr. Anil Kumar Vuppala, IIIT-Hyderabad, India Dr. Ganapati Panda, IIT-Bhubaneshwar, Odisha Dr. Preetisudha Meher, NIT, Arunachal Pradesh Dr. C. Subramani, IIT-Roorkee Dr. R. Arthi, Department of ECE, VBIT, Hyderabad Dr. Sachidananda Dehury, F. M. University, Odisha Dr. Nilanjan Dey, Techno India, Kolkata Dr. Brojo Kishore Mishra, CVRCE, Odisha Dr. Debahuti Mishra, ITER, SOA University, Odisha Dr. Sandip Vijay, ICFAI University, Dehradun, Uttarakhand Dr. Ripu Ranjan Sinha, Suresh Gyan Vihar University, Jaipur Dr. R. Gunasundari, PEC, Puducherry, India Dr. Ragesh G. SCE, Kottukulam Hills, Kottayam, India Dr. Debashish Jena, NITK, India Dr. N. P. Padhy, IIT-Roorkee Dr. Sudhakar Mande S., DBIT, Mumbai, India Dr. K. Shanthi, GNIT, Telangana, India Dr. K. Usha, M.V.S.R.E.C, Hyderabad, India Dr. Sashikala Mishra, IIIT-Pune Dr. Subhendu Pani, OEC, Odisha Dr. E. Grace Mary Kanaga, Karunya University, Coimbatore Prof. Akash Kumar Bhoi, SMIT, Sikkim Dr. Mihir Narayan Mohanty, ITER, SOA University xii Editorial Board

Organizing Committee

Dr. Sandeep Kumar Satapathy, Department of CSE, VBIT, Hyderabad Dr. K. Sreenivasa Rao, Department of CSE, VBIT, Hyderabad Dr. Shruti Mishra, Department of CSE, VBIT, Hyderabad Mrs. K. Shirisha Reddy, Department of CSE, VBIT, Hyderabad Mr. G. Arun, Department of CSE, VBIT, Hyderabad Mrs. N. Swapna, Department of CSE, VBIT, Hyderabad Mr. P. Naveen Kumar, Department of CSE, VBIT, Hyderabad Mr. Rajasekhar Jelli, Department of CSE, VBIT, Hyderabad Mr. Palem Praveen, Department of CSE, VBIT, Hyderabad Mrs. P. Subhadra, Department of CSE, VBIT, Hyderabad Mr. D. Kiran Kumar, Department of CSE, VBIT, Hyderabad Mr. Praveen P., Department of CSE, VBIT, Hyderabad Mr. V. Sridhar Reddy, Department of IT, VBIT, Hyderabad Mrs. Yamini Devi, Department of CSE, VBIT, Hyderabad Ms. N. Indira Priyadarshini, Department of IT, VBIT, Hyderabad Mrs. S. Bhagyarekha, Department of IT, VBIT, Hyderabad Mr. N. Venketesh, Department of CSE, VBIT, Hyderabad Mr. Rakesh Reddy, Department of CSE, VBIT, Hyderabad Ms. Kumari Jelli, Department of CSE, VBIT, Hyderabad Mrs. P. Laxmi, Department of CSE, VBIT, Hyderabad Mrs. P. Swathi, Department of CSE, VBIT, Hyderabad Mrs. G. Laxmi Deepthi, Department of CSE, VBIT, Hyderabad Ms. Navaneeta K., Department of CSE, VBIT, Hyderabad Mrs. M. Kalpana, Department of CSE, VBIT, Hyderabad Mrs. Adilaxmi, Department of CSE, VBIT, Hyderabad Mrs. K. Keerthana, Department of CSE, VBIT, Hyderabad Ms. G. Aruna Jyothi, Department of CSE, VBIT, Hyderabad Mrs. S. Bhavani, Department of CSE, VBIT, Hyderabad Mr. D. Srinivas Goud, Department of CSE, VBIT, Hyderabad Mrs. Sashi Prabha, Department of CSE, VBIT, Hyderabad Mr. G. Suneel, Department of CSE, VBIT, Hyderabad Mrs. Chaitanya Sri A. P., Department of CSE, VBIT, Hyderabad Mr. G. Thirupathi, Department of CSE, VBIT, Hyderabad Mrs. Sravani, Department of CSE, VBIT, Hyderabad Mrs. Sowmya, Department of IT, VBIT, Hyderabad Mrs. Manjulatha, Department of IT, VBIT, Hyderabad Ms. Meghana, Department of IT, VBIT, Hyderabad Mrs. Srividya, Department of IT, VBIT, Hyderabad Mrs. Ambhica, Department of IT, VBIT, Hyderabad Ms. B. Manga, Department of IT, VBIT, Hyderabad Contents

Multi-tumor Detection and Analysis Based on Advance Region Quantitative Approach of Breast MRI ...... 1 U. Ravi Babu Categorizing Kidney Stones Using Region Properties and Pixel Intensity Matrix ...... 11 Punal M. Arabi, Gayatri Joshi and Surekha Nigudgi Security Measures in Distributed Approach of Cloud Computing ..... 19 K. Shirisha Reddy, M. Bala Raju and Ramana Naik Performance of Time-Varying Particle Swarm Optimizer to Predict Cancers ...... 31 T. R. Vijaya Lakshmi An Analytical Review of Different Approaches for Detection and Analysis of Electrocardiographic ST Segment ...... 39 Akash Kumar Bhoi, Karma Sonam Sherpa, Bidita Khandelwal and Pradeep Kumar Mallick Survey on Sentiment Analysis Methods for Reputation Evaluation .... 53 P. Chiranjeevi, D. Teja Santosh and B. Vishnuvardhan A Study on the Turnout on the Use of E-Shopping Websites with Arabic Platform in Bahrain ...... 67 Yousef A. Baker El-Ebiary and Najeeb Abbas Al-Sammarraie A Novel Trimet Graph Optimization (TGO) Topology for Wireless Networks ...... 75 Shanmuk Srinivas Amiripalli, Veeramallu Bobba and Sai Prasad Potharaju Performance Analysis of Reliability and Throughput Using an Improved Receiver—Centric MAC Protocol and Itree-MAC Protocol in Wireless Sensor Networks ...... 83 K. S. Ananda Kumar and R. Balakrishna

xiii xiv Contents

A Secure and Computational-Efficient Multicast Key Distribution for Wireless Networks ...... 91 B. Srinivasa Rao and P. Premchand Data Mining Approaches for Correlation and Cache Replacement in Wireless Ad Hoc Networks ...... 103 Y. J. Sudha Rani and M. Seetha An Approach to Detect an Image as a Selfie Using Object Recognition Methods ...... 111 Madhuri A. Bhalekar, Mangesh V. Bedekar and Saba Aslam T Wave Analysis: Potential Marker of Arrhythmia and Ischemia Detection-A Review ...... 121 Akash Kumar Bhoi, Karma Sonam Sherpa, Bidita Khandelwal and Pradeep Kumar Mallick Functional Link Artificial Neural Network (FLANN) Based Design of a Conditional Branch Predictor ...... 131 Abhaya Kumar Samal, Pradeep Kumar Mallick, Jitendra Pramanik, Subhendu Kumar Pani and Rajasekhar Jelli Development of a Model Recommender System for Agriculture Using Apriori Algorithm ...... 153 M. B. Santosh Kumar and Kannan Balakrishnan Emotion Speech Recognition Based on Adaptive Fractional Deep Belief Network and Reinforcement Learning ...... 165 J. Sangeetha and T. Jayasankar Concept-Based Electronic Health Record Retrieval System in Healthcare IOT ...... 175 P. Sony and N. Sureshkumar Hybrid CAT Using Bayes Classification and Two-Parameter Model ...... 189 Nikita Singhal, Amitoz S. Sidhu, Ajit Kumar Pandit, Shailendra Pratap Singh Sengar and Tutu Kumari A Change Detection Technique Using Rough C-Means on Medical Images ...... 197 Amiya Halder, Kasturi Saha, Apurba Sarkar and Arnab Sen Malware Architectural View with Performance Analysis in Network at Its Activation State ...... 207 Sisira Kumar Kapat and Satya Narayan Tripathy Non-linear Analysis of Time Series Generated from the Freeman K-Set Model ...... 217 F. Anitta, R. Sunitha, N. Pradhan and A. Sreedevi Contents xv

Novel Approach to Segment the Pectoral Muscle in the Mammograms ...... 227 Vaishali Shinde and B. Thirumala Rao Performance Analysis of TCP Variants Using Routing Protocols of MANET in Grid Topology ...... 239 Namita Das, Sukant Kishoro Bisoy and Sanjukta Tanty An Ensemble Feature Selection Framework of Sonar Targets Using Symmetrical Uncertainty and Multi-Layer Perceptron (SU-MLP) ..... 247 Sai Prasad Potharaju, M. Sreedevi and Shanmuk Srinivas Amiripalli Autonomous Path Guiding Robot for Visually Impaired People ...... 257 Rajesh Kannan Megalingam, Souraj Vishnu, Vishnu Sasikumar and Sajikumar Sreekumar Analysis of Diabetes for Indian Ladies Using Deep Neural Network ...... 267 Saumendra Kumar Mohapatra and Mihir Narayan Mohanty Deep Neural Network Based Speech Enhancement ...... 281 Rashmirekha Ram and Mihir Narayan Mohanty Wind Power Forecasting Using Support Vector Machine Model in RStudio ...... 289 Archana Pawar, V. S. Jape and Seema Mathew A Survey: Classification of Big Data ...... 299 Dinesh Kumar and Mihir Narayan Mohanty Review Paper: Licence Plate and Car Model Recognition ...... 307 R. Akshayan, S. L. Vishnu Prashad, S. Soundarya, P. Malarvezhi and R. Dayana Adoption of Big Data Streaming Techniques for Simultaneous Localization and Mapping (SLAM) in IoT-Aided Robotics Devices .... 315 Nyasha Fadzai Thusabantu and G. Vadivu A Proposed Framework for Evaluating the Performance of Government Initiatives Through Sentiment Analysis ...... 321 P. S. Dandannavar, S. R. Mangalwede and S. B. Deshpande The Extent Analysis Based Fuzzy AHP Approach for Relay Selection in WBAN ...... 331 Subarnaduti Paul, Arpita Chakraborty and Jyoti Sekhar Banerjee Fingerprint Classification by Filter Bank Approach Using Evolutionary ANN ...... 343 Annapurna Mishra and Satchidananda Dehuri xvi Contents

A Sequence-Based Cellular Manufacturing System Design Using Genetic Algorithm ...... 353 C. R. Shiyas, B. Radhika and G. R. Vineetha Multimodal Biometrics Authentication Using Multiple Matching Algorithm ...... 361 Govindharaju Karthi and M. Ezhilarasan Kinship Verification from Facial Images Using Feature Descriptors ...... 371 Aarti Goyal and T. Meenpal A Feature Averaging Method for Kinship Verification ...... 381 Niharika Yadav, Aarti Goyal and T. Meenpal An Artificial Intelligence Technique for Low Order Harmonic Elimination in Multilevel Inverters ...... 393 Ritika Yadav and Birinderjit Singh Object Classification Using SIFT Algorithm and Transformation Techniques ...... 403 T. R. Vijaya Lakshmi and Ch. Venkata Krishna Reddy Advancement in Transportation and Traffic Light Monitoring System ...... 409 Shantam Tandon, Karthik Subramanian, Harshit Tambi and Dhanalakshmi Samiappan Optimized Methodology for Hassle-Free Clustering of Customer Issues in Banking ...... 421 G. Naveen Sundar, D. Narmadha, S. Jebapriya and M. Malathy A Hybrid Optimization Algorithm Based on Ant Colony and Particle Swarm Algorithm to Address IP Traceback Problem ...... 429 Amrita Saini, Challa Ramakrishna and Sachin Kumar OEFC Algorithm—Sentiment Analysis on Goods and Service Tax System in India ...... 441 K. Purushottama Rao, Anupriya Koneru and D. Naga Raju Graph-Based Sentiment Analysis Model for E-Commerce Websites’ Data ...... 453 Monali Bordoloi and Saroj Kumar Biswas Isolated Word Recognition Based on Different Statistical Analysis and Feature Selection Technique ...... 463 Saswati Debnath and Pinki Roy Keyword Extraction from Tweets Using Weighted Graph ...... 475 Saroj Kumar Biswas Contents xvii

Analysis of Active and Reactive Power and Voltage Control in the Power Structure with the Help of Unified Power Flow Controller ..... 485 Sahil Rotra, Inderpreet Kaur and Kamal Kant Sharma Clustering and Predicting Driving Violations Using Web-Enabled Big Data Techniques ...... 495 Lakshmi Prayaga, Krishna Devulapalli, Srinath Devulapalli and Keerthi Devulapalli S-RLNC Multi-generation Mixing Assisted MAC Optimization for Multimedia Multicast over LTE-A ...... 505 Veeresh Patil, Sanjeev Gupta and C. Keshavamurthy A Novel Method for Epileptic EEG Classification Using DWT, MGA, and ANFIS: A Real Time Application to Cardiac Patients with Epilepsy ...... 525 Mohanty Madhusmita, Basu Mousumi, Pattanayak Deba Narayan and Mohapatra Sumant Kumar Exploring Hybrid Recommender Systems for Personalized Travel Applications ...... 535 R. Logesh and V. Subramaniyaswamy Aggregated Rank in First-Fit-Decreasing for Green Cloud Computing ...... 545 Saikishor Jangiti, E. Sri Ram and V. S. Shankar Sriram Real-Time Vehicle-Type Categorization and Character Extraction from the License Plates ...... 557 Sneha Pavaskar and Suneeta Budihal Ranking Decision Rules Using Rough Set Theory—A Comparative Analysis ...... 567 M. K. Sabu Performance Comparison of Clustering Algorithms Based Image Segmentation on Mobile Devices ...... 581 Hemantkumar R. Turkar and Nileshsingh V. Thakur An Enhanced Approach to Memetic Algorithm Used for Character Recognition ...... 593 Rashmi Welekar and Nileshsingh V. Thakur A Review on Sentiment Analysis of Opinion Mining ...... 603 Sireesha Jasti and Tummala Sita Mahalakshmi Performance Analysis of Extreme Learning Machine Variants with Varying Intermediate Nodes and Different Activation Functions ...... 613 Harshit Kumar Lohani, S. Dhanalakshmi and V. Hemalatha xviii Contents

Role of Filter Sizes in Effective Image Classification Using Convolutional Neural Network ...... 625 Vaibhav Sharma and E. Elamaran Sentiment Analysis on Product Reviews Using Machine Learning Techniques ...... 639 Rajkumar S. Jagdale, Vishal S. Shirsat and Sachin N. Deshmukh Vector-Controlled Induction Motor Drives Using Intelligent RST Robust Controller ...... 649 Bhola Jha, M. K. Panda, V. M. Mishra and S. N. V. Ganesh Optimization of Electricity Bill on Study of Energy Audit by Using Grid Integration of Renewable Energy Sources ...... 669 Shubham Soni, Inderpreet Kaur and Deepak Kumar Computer-Aided Diagnosis of Epilepsy Based on the Time-Frequency Texture Descriptors of EEG Signals Using Wavelet Packet Decomposition and Artificial Neural Network ...... 677 N. J. Sairamya, S. Thomas George, M. S. P. Subathra and Nallapaneni Manoj Kumar User Identification Methods in Cognitive Radio Networks ...... 689 A. K. Budati, S. Kiran Babu, Ch. Suneetha, B. B. Reddy and P. V. Rao Design and Performance Analysis of Optical Signal Processing Module in Open Air and Underwater Environment ...... 701 C. R. Uma Kumari and Dhanalakshmi Samiappan Analysis of Jitter and Shimmer for Parkinson’s Disease Diagnosis Using Telehealth ...... 711 Harisudha Kuresan, Sam Masunda and Dhanalakshmi Samiappan Real-Time Biomedical Recursive Images Detection Algorithm for Indian Telemedicine Environment ...... 723 Syed Thouheed Ahmed and M. Sandhya From Nonlinear Digital Filters to Shearlet Transform: A Comparative Evaluation of Denoising Filters Applied on Ultrasound Images ...... 733 S. Latha and Dhanalakshmi Samiappan Application of Multi-domain Fusion Methods for Detecting Epilepsy from Electroencephalogram Using Classification Methods ...... 743 L. Susmitha, S. Thomas George, M. S. P. Subathra and Nallapaneni Manoj Kumar In Silico Studies of Charge Transfer Complexes of 6-(Trifluoromethyl) furo[2,3-b]pyridine-2-carbohydrazides with Iodine as r-Acceptor ..... 755 Shirish Kumar Kodadi and Parthasarathy Tigulla Contents xix

A Cognitive Approach for Design of Smart Toilet in Healthcare Units ...... 771 Mohan Debarchan Mohanty and Mihir Narayan Mohanty Autonomic Nervous System for Sympathetic and Parasympathetic for Cardiac Event Coherence ...... 781 Noel G. Tavares, R. S. Gad, A. M. Hernandez, Uday Kakodkar and G. M. Naik Steady-State Visual Evoked Potential-Based Real-Time BCI for Smart Appliance Control ...... 795 Noel G. Tavares and R. S. Gad Author Index...... 807 About the Editors

Pradeep Kumar Mallick is Professor in the Department of Computer Science and Engineering at Vignana Bharathi Institute of Technology, Hyderabad, India. He has completed his doctorate from Siksha Ó’Anusandhan University, India, in 2016. His area of research includes algorithm design and analysis, and data mining. He has published more than 30 research papers in national and international journals and conference proceedings.

Valentina Emilia Balas is currently Associate Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, “Aurel Vlaicu” University of Arad, Romania. She holds a Ph.D. in applied electronics and telecommunications from Polytechnic University of Timisoara (Romania). She is the author of more than 160 research papers in refereed journals and international conferences. Her research interests include intelligent systems, fuzzy control, soft computing, smart sensors, information fusion, modeling, and simulation. She is Editor-in-Chief of International Journal of Advanced Intelligence Paradigms (IJAIP), member in Editorial Board of several national and international journals, and evaluator expert for national and international projects.

Akash Kumar Bhoi completed his B.Tech. (Biomedical Engineering) from the Trident Academy of Technology (TAT), Bhubaneswar, India, and M.Tech. (biomedical instrumentation) from Karunya University, Coimbatore, India, in the years 2009 and 2011, respectively. He is pursuing his Ph.D. (in biomedical signal processing) at Sikkim Manipal University, Sikkim, India. He is currently working as Assistant Professor in the Department of Electrical and Electronics Engineering (EEE) and also Faculty Associate in the R&D Section of Sikkim Manipal Institute of Technology (SMIT), Sikkim Manipal University. He has published book chapters and several papers in national and international journals and conferences.

Ahmed F. Zobaa received his B.Sc. (Hons), M.Sc., and Ph.D. in Electrical Power and Machines from Cairo University, Egypt. Also, he received a Postgraduate Certificate in Academic Practice from the University of Exeter, UK. He was an

xxi xxii About the Editors instructor, a teaching assistant, and an assistant professor at Cairo University from 1992 to 2007. He moved to the UK as a senior lecturer in renewable energy at the University of Exeter in 2007. He was Associate Professor (on leave) at Cairo University from 2008 to 2013. He was promoted to Full Professor (on leave) at Cairo University in 2013. Currently, he is a senior lecturer (associate professor) in power systems, an M.Sc. course director in sustainable electrical power, and a full member of the Institute of Energy Futures at Brunel University London, UK. His main areas of expertise are power quality, (marine) renewable energy, smart grids, energy efficiency, and lighting applications.