This book presents selected research papers on current developments in the fields of soft computing and signal processing from the Third International Conference on Soft Computing and Signal Processing (ICSCSP 2020). The book covers topics such as soft sets, rough sets, fuzzy logic, neural networks, genetic algorithms and machine learning and discusses various aspects of these topics, e.g., technological considerations, product implementation and application issues.
FSBRS: Framework for Sketch-based Retrieval System of the Color Images.- Music/Non-Music Discrimination Using Convolutional Neural Networks.- Novel Machine Learning Model with Wrapper based Dimensionality Reduction for Predicting Chronic Kidney Disease Risk.- Speech Enabled Automatic Form Filling System.- Time Series Analysis using ARIMA model for Air Pollution Prediction in Hyderabad City of India.- A Systematic Approach to Handle Ancient Tamil Script using Deep Learning Techniques.
V. Sivakumar Reddy is Professor at the Department of Electronics and Communication Engineering, Malla Reddy College of Engineering and Technology, and has more than 20 years of teaching and research experience. 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 multi-media signal processing and communication protocols. He has published more than 120 papers in peer-reviewed journals and reputed conferences. He is a member of several academic bodies, such as IETE, IEEE, ISTE and CSI. He is also a reviewer for several IEEE journals. He was awarded as Best Teacher in three consecutive academic years with citation and cash award. He is the recipient of India Jewel Award for outstanding contribution to the research in the field of Engineering and Technology.
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