Soft Computing and Signal Processing : Proceedings of 3rd ICSCSP 2020, Volume 1

著者名：Reddy, V. Sivakumar (EDT)/Prasad, V. Kamakshi (EDT)/Wang, Jiacun (EDT)/Reddy, K. T. V. (EDT)

Springer（2021/05/20発売）

• 言語：ENG
• ISBN：9789813369115
• eISBN：9789813369122

Description

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.

Table of Contents

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.