Data Science and Applications : Proceedings of ICDSA 2024, Volume 3

著者名：Nanda, Satyasai Jagannath (EDT)/Yadav, Rajendra Prasad (EDT)/Gandomi, Amir H. (EDT)/Saraswat, Mukesh (EDT)

Springer（2025/06/21発売）

• 言語：ENG
• ISBN：9789819622986
• eISBN：9789819622993

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 July 17 to 19, 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.

Table of Contents

Analysis and Monitoring of LTE-TDD Traffic.- Object Detection using Deep learning.- WhatsApp Forensic Analysis for Group Chats using Exploratory Data Analysis and Natural Language Processing.-  Impact of Social Media on Consumer Buying Decisions from E-Marketplaces.- Exploring various Data Mining Techniques to Predict Heart Disease.