Proceedings of International Conference on Data Science and Applications : ICDSA 2022, Volume 2 (Lecture Notes in Networks and Systems)

Saraswat, Mukesh (EDT)/ Chowdhury, Chandreyee (EDT)/ Kumar Mandal, Chintan (EDT)

Springer Verlag, Singapore（2022/12発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 680 p.
• 言語 ENG
• 商品コード 9789811966330

Full Description

This book gathers outstanding papers presented at the International Conference on Data Science and Applications (ICDSA 2022), organized by Soft Computing Research Society (SCRS) and Jadavpur University, Kolkata, India, from 26 to 27 March 2022. It covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.

Contents

Improving River Streamflow Forecasting utilizing Multi-layer Perceptron-based Butterfly Optimization Algorithm.- Covid-19 Contact Tracing Using Low Calibrated Transmission Power from BLE - Approach & Algorithm Experimentation.- Monitoring loud commercials in television broadcast.- Potential Customers Prediction in Bank Telemarketing.- Analysis and implementation of normalization techniques on KDD'99 Dataset for Detect and Prevent Intrusion on Network.- Deep Neural Networks Predicting Student Performance.- An Efficient Group Signature Scheme based on ECDLP.- Sentiment Analysis of COVID-19 tweets using TextBlob and Machine Learning classifiers - An evaluation to show how COVID -19 opinions is influencing psychological reactions of people's behaviour in social media.