Application of Intelligent Systems in Multi-modal Information Analytics: The 4th International Conference on Multi-modal Information Analytics (ICMMIA 2022), Volume 2

by Vijayan Sugumaran (Editor), A. G. Sreedevi (Editor), Zheng Xu (Editor)

Overview

This book provides comprehensive coverage of the latest advances and trends in information technology, science and engineering. Specifically, it addresses a number of broad themes, including multi-modal informatics, data mining, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The book covers a wide range of topics such as AI applications and innovations in health and education informatics; data and knowledge management; multi-modal application management; and web/social media mining for multi-modal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals and a useful reference guide for newcomers to the field. This book is a compilation of the papers presented in the 4th International Conference on Multi-modal Information Analytics, held online, on April 23, 2022.

Product Details

ISBN-13:	9783031054839
Publisher:	Springer International Publishing
Publication date:	06/17/2022
Series:	Lecture Notes on Data Engineering and Communications Technologies , #138
Edition description:	2022
Pages:	1112
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

Design and Application of Grid Management Database Based on Data Sharing Technology.- Route Tracking Model of Rock Climbing Activity Based on Probabilistic Hough Transform Algorithm.- Application of Ant Colony Optimization Algorithm in the Design of Laser Methane Telemetry System.- Low-Carbon Economic Life and Landscape Design Analysis and Research.- Fault Monitoring Technology of Electrical Automation Equipment Based on Decision Tree Algorithm.- Coal Mine Safety Risk Intelligent Control and Information Decision Analysis System.- Microbial Detection Technology Based on Intelligent Optimization Algorithm.- Artificial Intelligence Applied in Electrical Engineering Automation.- Line Loss Allocation of Distribution Network Capacity Based on Optimal Multi-objective Programming with Annealing Algorithm.- Design of Full Life-cycle Management System for Construction Project Based on "BIM+GIS".- Cost Prediction of Municipal Road Engineering Based on Optimization of SVM Parameters by RF-WPA Hybrid Algorithm.- Three-dimensional Scene Data Organization and Management of Indoor Positioning Based on Virtual Technology.- Hotel Intelligent System Design Based on Machine Learning Technology.- The Application of Intelligent Meter Reading and Inspection in Substation Operation and Maintenance Management.- The Application of Visualized Monitoring of Partial Discharge in Power Equipment.- The City Information Visual Based on ArcGIS Technology.