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Soft Computing and Signal Processing

Proceedings of 2nd ICSCSP 2019

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. V. Sivakumar Reddy

    1. Department of ECE, Malla Reddy College of Engineering and Technology, Hyderabad, India

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  2. V. Kamakshi Prasad

    1. Department of CSE, Jawaharlal Nehru Technological University Hyderabad, Hyderabad, India

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  3. Jiacun Wang

    1. Department of Computer Science and Software Engineering, Monmouth University, West Long Branch, USA

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  4. K. T. V. Reddy

    1. Department of ECE, Sir Visvesvaraya Institute of Technology, Nashik, India

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  • Provides extensive information on a broad range of topics in soft computing and signal processing
  • A valuable resource for academics, researchers, and industry personnel alike
  • Contributes to the dissemination of the latest research and innovations

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1118)

Included in the following conference series:

Conference proceedings info: ICSCSP 2019.

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About this book

This book presents selected research papers on current developments in the fields of soft computing and signal processing from the Second International Conference on Soft Computing and Signal Processing (ICSCSP 2019). The respective contributions address topics such as soft sets, rough sets, fuzzy logic, neural networks, genetic algorithms and machine learning, and discuss various aspects of these topics, e.g. technological considerations, product implementation, and application issues.

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Keywords

Table of contents (69 papers)

  1. Front Matter

    Pages i-xxii
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  2. Word2Vec and Evolutionary Computing Driven Hybrid Deep Learning-Based Sentiment Analysis

    • Bhaskar Dhariyal, Vadlamani Ravi
    Pages 1-16

  3. Innovative Secure Authentication Interface for Hadoop Cluster Using DNA Cryptography: A Practical Study

    • J. Balaraju, P. V. R. D. Prasada Rao
    Pages 17-29

  4. Human Activity Recognition in Imbalanced Big Data Using Fuzzy Rule-Based Classification System

    • Khyati Ahlawat, Amit Prakash Singh
    Pages 31-38

  5. Early Detection of Hemiplegia by Analyzing the Gait Characteristics and Walking Patterns Using Convolutional Neural Networks

    • Sagar Patil, Akshay Shah, Shubham Dalvi, Jignesh Sisodia
    Pages 39-51

  6. Twin Security Model—A Machine Learning-Based Approach for DDoS Attack Detection in SDN

    • Sukhvinder Singh, S. K. V. Jayakumar
    Pages 53-62

  7. Enhancement in Data Security Using DNA Cryptography

    • D. Ratna Kishore, D. Suneetha, G. G. S. Praddep
    Pages 63-70

  8. Internet of Things: An Overview

    • Shivanjali Khare, Michael Totaro
    Pages 71-79

  9. A Fuzzy-Neuro-Based Clinical Decision Support System For Disease Diagnosis Using Symptom Severity

    • Sulochana Tandra, Deepa Gupta, J. Amudha, Kshitij Sharma
    Pages 81-98

  10. Analysis of Patients’ Reviews and Enhancing Services in Hospitals

    • Rohit Gadge, Rupali Sawant
    Pages 99-111

  11. Human Pose Estimation and Activity Classification Using Machine Learning Approach

    • J. Arunnehru, A. K. Nandhana Davi, R. Raghul Sharan, Poornima G. Nambiar
    Pages 113-123

  12. Implementation of Interpolation in Credit Card Fraud Detection

    • Pranali Shenvi, Neel Samant, Shubham Kumar, Vaishali Kulkarni
    Pages 125-136

  13. A Statistical-Semantic PSO Model for Customer Reviews-Based Question Answering Systems

    • Garima Dwivedi, Manju Venugopalan, Deepa Gupta
    Pages 137-151

  14. Low-Cost IoT Based Spirometer Device with Silicon Pressure Sensor

    • Sudhir Anakal, P. Sandhya
    Pages 153-161

  15. Recommending Research Article Based on User Queries Using Latent Dirichlet Allocation

    • P. Subathra, P. N. Kumar
    Pages 163-175

  16. An Applied Time Series Forecasting Model for Yield Prediction of Agricultural Crop

    • P. Chandra Shaker Reddy, A. Sureshbabu
    Pages 177-187

  17. Design and Implementation of the Protocol for Secure Software-Based Remote Attestation in IoT Devices

    • M. Anto Ajisha Shriny, Chungath Srinivasan
    Pages 189-197

  18. Label Assignment and Sentimental Analysis for a Product Review on Twitter Data

    • Chandra Prakash Singh Sengar, S. Jaya Nirmala
    Pages 199-208

  19. Preserving the Privacy of Audio File Using Ideal Secret Sharing Scheme with Cloud Storage

    • Meghna Ashoka Mohan, T. V. Jayakumar, K. Praveen
    Pages 209-216

  20. Hadoop Performance Acceleration by Effective Data and Job Placement

    • Ankit Shah, Mamta Padole
    Pages 217-226
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Other volumes

  1. Soft Computing and Signal Processing

Editors and Affiliations

  • Department of ECE, Malla Reddy College of Engineering and Technology, Hyderabad, India

    V. Sivakumar Reddy

  • Department of CSE, Jawaharlal Nehru Technological University Hyderabad, Hyderabad, India

    V. Kamakshi Prasad

  • Department of Computer Science and Software Engineering, Monmouth University, West Long Branch, USA

    Jiacun Wang

  • Department of ECE, Sir Visvesvaraya Institute of Technology, Nashik, India

    K. T. V. Reddy

About the editors

V. Sivakumar Reddy is Professor at the Department of Electronics and Communication Engineering, Malla Reddy College of Engineering and Technology. He completed his B.E. in Electronics and Communication Engineering from S.V. University, his M.Tech. in Digital Systems at JNT University and his Ph.D. in Electronics & Communication Engineering at IIT Kharagpur. His areas of research interest include computer networks and communication, video processing, multi-media system design, operating systems and TCP/IP networks & protocols. He has published more than 100 papers in peer-reviewed journals and conference proceedings in these areas. He is a member of several academic bodies, such as IETE, IEEE, ISTE and CSI. He is also a reviewer for several IEEE journals.

V. Kamakshi Prasad completed his Ph.D. in speech recognition at the Indian Institute of Technology Madras and his M.Tech. in Computer Science & Technology at Andhra University in 1992. He has more than 20 years of teachingand research experience. His areas of research and teaching interest include speech recognition and processing, image processing, pattern recognition, ad-hoc networks and computer graphics. He has published several books, chapters, research papers in peer-reviewed journals and conference proceedings. He is also an editorial board member of the International Journal of Wireless Networks and Communications and a member of several academic committees.  

Jiacun Wang received a Ph.D. in Computer Engineering from Nanjing University of Science and Technology (NJUST), China, in 1991. He is currently a Professor at the Computer Science and Software Engineering Department at Monmouth University, West Long Branch, New Jersey. From 2001 to 2004, he was a member of scientific staff at Nortel Networks in Richardson, Texas. Prior to joining Nortel, he was a research associate at the School of Computer Science, Florida International University (FIU) at Miami and an Associate Professor atNJUST. He has published numerous books and research papers and is an Associate Editor of several international journals. He has also served as program chair, program co-chair, special sessions chair and program committee member for several international conferences. He is the secretary of the Organizing and Planning Committee of the IEEE SMC Society and has been a senior
member of IEEE since 2000.

K T V Reddy, an Alumni of IIT Bombay, is presently working as a Campus Director and Principal, Pravara Educational Society’s “Pravara Technical Education Campus, SirVisvesvaraya Institute of Technology (SVIT) Nashik”. He was the former Director at PSIT Kanpur. During his teaching career at Fr C Rodrigues Institute of Technology (FCRIT), Vashi, he cultivated, promoted and developed the Dept. of ET to the extent that it started being considered as one of the best institutes under University of Mumbai. His systematic approach in documentation helped FCRIT to get its due accreditation. He introduced post-graduation courses at Terna Engineering College, Nerul, and Padmabhusan Vasantdada Patil Prathishan’s College of Engineering, Sion, Mumbai, as its Principal. He published over 100 papers in the national and international journals and conferences, delivered over 200 invited talks and organized over 150 conferences/workshops. Dr. Reddy is a fellow member of IETE, senior member of IEEE and life member of ISTE, ACM, and CSI. He has organized several international and national conferences/workshops.

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