Data Science and Big Data Analytics : Proceedings of IDBA 2025, Volume 2

著者名：Mishra, Durgesh (EDT)/Yang, Xin She (EDT)/Unal, Aynur (EDT)/Jat, Dharm Singh (EDT)

Springer（2025/09/26発売）

• 言語：ENG
• ISBN：9783032053725
• eISBN：9783032053732

Description

This book features high-quality research papers presented at the Fifth International Conference on Data Science and Big Data Analytics (IDBA 2025), organized by Symbiosis University of Applied Sciences, Indore, India, in association with ACM and IEEE Computer Society in hybrid mode during June 27–28, 2025. This book discusses topics such as data science, artificial intelligence, machine learning, quantum computing, big data and cloud security, computation security, big data security, information security, forecasting, data analytics, mathematics for data science, graph theory and application in data science, data visualization, computer vision, and analytics for social networks. 

Table of Contents

Research on Autonomous Collision Avoidance and Navigation Strategies for Mobile Robots Based on Point Cloud Library (PCL) and Imitation Learning.- Development and Application Research of Motion Video Analysis Platform in Sports Training.- Construction of a Quadruped Robot Imitation Motion Control System based on Deep Reinforcement Learning.- Sports Action Teaching Correction System Combined with Intelligent Pose Recognition Technology.- Intelligent Logistics Path Planning and Real-Time Scheduling Optimization Based on Ant Colony Optimization Algorithm.