Soft Computing and Signal Processing : Proceedings of 3rd ICSCSP 2020, Volume 1 / edited by V. Sivakumar Reddy, V. Kamakshi Prasad, Jiacun Wang, K. T. V. Reddy.

Format:

Book

Contributor:

Reddy, V. Sivakumar, editor.

Series:

Advances in Intelligent Systems and Computing, 2194-5365 ; 1325

Language:

English

Subjects (All):

Computational intelligence.

Signal processing.

Wireless communication systems.

Mobile communication systems.

Internet of things.

Computational Intelligence.

Signal, Speech and Image Processing.

Wireless and Mobile Communication.

Internet of Things.

Local Subjects:

Computational Intelligence.

Signal, Speech and Image Processing.

Wireless and Mobile Communication.

Internet of Things.

Physical Description:

1 online resource (719 pages)

Edition:

1st ed. 2021.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2021.

Summary:

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.

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.

Notes:

Includes bibliographical references and index.

ISBN:

981-336-912-4

OCLC:

1252707801