Data Science and Applications : Proceedings of ICDSA 2024, Volume 2 (Lecture Notes in Networks and Systems)

Nanda, Satyasai Jagannath (EDT)/ Yadav, Rajendra Prasad (EDT)/ Gandomi, Amir H. (EDT)

Springer Nature Switzerland AG（2025/04発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 500 p.
• 言語 ENG
• 商品コード 9789819621781

Full Description

This book gathers outstanding papers presented at the 5th International Conference on Data Science and Applications (ICDSA 2024), organized by Soft Computing Research Society (SCRS) and Malaviya National Institute of Technology Jaipur, India, from 17 to 19 July 2024. The book is divided into four volumes, and 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

Impact on Sustainable Factors in Plywood Industry: A soft computing approach.- Exploring Deep Learning Approaches in Medical Image Processing for Lung Cancer Cell Detection: A Comprehensive Review.- Enhancing Fake News Detection: A Hybrid Approach with LSTM and Convolutional Neural Networks.- Detecting Imbalanced Network Traffic Intrusions using the Long Short-Term Memory (LSTM) Algorithm.- Classification and Recommendation Methods for Sleep Apnea Syndrome.