Soft Computing and Signal Processing

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

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.

• Conference Proceedings
• ICSCSP
• ICSCSP 2019
• Soft Computing
• Signal Processing
• Fuzzy Logic
• Neural Networks
• Genetic Algorithms
• Machine Learning
• Image and Video Processing
• Speech Processing
• Radar Signal Processing
• VLSI Signal Processing
• Big Data Analytics

• 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

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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