Application of Intelligent Systems in Multi-modal Information Analytics
Springer International Publishing
978-3-031-05483-9 (ISBN)
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.
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.
| Erscheint lt. Verlag | 14.6.2022 |
|---|---|
| Reihe/Serie | Lecture Notes on Data Engineering and Communications Technologies |
| Zusatzinfo | XXV, 1112 p. 375 illus., 242 illus. in color. In 2 volumes, not available separately. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 1762 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik | |
| Schlagworte | Analytics Education • Artificial Intelligence • augmented intelligence • Big Data Analytics • Business Analytics • Data Science • Deep learning • Intelligent Systems • internet of things • machine learning • MMIA • MMIA2022 • Multi-modal Information Analytics • NLP and Sentiment Analytics • Predictive and Prescriptive Analytics • Social Media Analytics • Web Analytics |
| ISBN-10 | 3-031-05483-0 / 3031054830 |
| ISBN-13 | 978-3-031-05483-9 / 9783031054839 |
| Zustand | Neuware |
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