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Application of Intelligent Systems in Multi-modal Information Analytics

The 4th International Conference on Multi-modal Information Analytics (ICMMIA 2022), Volume 2

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Vijayan Sugumaran

    1. School of Business Administration, Oakland University, Rochester, USA

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    You can also search for this editor in PubMed   Google Scholar

  2. A. G. Sreedevi

    1. Amrita School of Engineering, Chennai, India

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    You can also search for this editor in PubMed   Google Scholar

  3. Zheng Xu

    1. Shanghai Polytechnic University, Shanghai, China

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  • Presents recent research on intelligent systems in multi-modal information analytics
  • Proceedings of the 4th International Conference on Multi-modal Information Analytics (MMIA 2022)
  • Written by experts in the field

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 138)

Included in the following conference series:

Conference proceedings info: ICMMIA 2022.

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Table of contents (149 papers)

  1. Front Matter

    Pages i-xxv
    Download chapter PDF

  2. Multi-modal Informatics in Industrial, Robot, and Smart City

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Design and Application of Grid Management Database Based on Data Sharing Technology

      • Li Tang
      Pages 3-10

    3. Route Tracking Model of Rock Climbing Activity Based on Probabilistic Hough Transform Algorithm

      • Jing Huang, Dan Zhang, Luyuan Cai, Fangyao Xie, Huajie Huang
      Pages 11-18

    4. Application of Ant Colony Optimization Algorithm in the Design of Laser Methane Telemetry System

      • Zhichen Zhang
      Pages 19-27

    5. Low-Carbon Economic Life and Landscape Design Analysis and Research

      • Xiaoyu Zhu
      Pages 28-36

    6. Fault Monitoring Technology of Electrical Automation Equipment Based on Decision Tree Algorithm

      • Lu Zhou, Yu Cui, Amar Jain
      Pages 37-44

    7. Coal Mine Safety Risk Intelligent Control and Information Decision Analysis System

      • Xiao Wang
      Pages 45-52

    8. Microbial Detection Technology Based on Intelligent Optimization Algorithm

      • Yu Liu, Huizi Sun, Xiaoming Dong
      Pages 53-61

    9. Artificial Intelligence Applied in Electrical Engineering Automation

      • Changsheng Bi, Libin Liu, Ming Zhou, Shangyi Liu, Zhiyuan Zhao, Lei Li
      Pages 62-69

    10. Line Loss Allocation of Distribution Network Capacity Based on Optimal Multi-objective Programming with Annealing Algorithm

      • Zhe Chen, Bingcheng Cen, Dandan Zhu, Qian Zhou, Zhouyue Ling, Xiaolong Yang
      Pages 70-78

    11. Design of Full Life-Cycle Management System for Construction Project Based on “BIM+GIS”

      • Yang Sun
      Pages 79-85

    12. Cost Prediction of Municipal Road Engineering Based on Optimization of SVM Parameters by RF-WPA Hybrid Algorithm

      • Feng Feng
      Pages 86-93

    13. Three-Dimensional Scene Data Organization and Management of Indoor Positioning Based on Virtual Technology

      • Xi Chen, H. Alsharif
      Pages 94-101

    14. Hotel Intelligent System Design Based on Machine Learning Technology

      • Yanjie Yu
      Pages 102-108

    15. The Application of Intelligent Meter Reading and Inspection in Substation Operation and Maintenance Management

      • Hongliang Zou, Jingbin Qian, Xingxing Xiong, Jiawei Chen
      Pages 109-117

    16. The Application of Visualized Monitoring of Partial Discharge in Power Equipment

      • Wei Chen, Xueyan Wang, Hui Li, Mingxiang Su
      Pages 118-126

    17. The City Information Visual Based on ArcGIS Technology

      • Yanlin Wu
      Pages 127-135

    18. Intangible Cultural Heritage Protection Based on MAR Algorithm

      • Jian Rao, Xinyue Zheng
      Pages 136-144

    19. Optimization of Prefabricated Concrete Frame Building Based on Genetic Algorithm

      • Zhenzhen Geng
      Pages 145-153
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Other volumes

  1. Application of Intelligent Systems in Multi-modal Information Analytics

  2. Application of Intelligent Systems in Multi-modal Information Analytics

Keywords

About this book

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.

Editors and Affiliations

  • School of Business Administration, Oakland University, Rochester, USA

    Vijayan Sugumaran

  • Amrita School of Engineering, Chennai, India

    A. G. Sreedevi

  • Shanghai Polytechnic University, Shanghai, China

    Zheng Xu

Bibliographic Information

  • Book Title: Application of Intelligent Systems in Multi-modal Information Analytics

  • Book Subtitle: The 4th International Conference on Multi-modal Information Analytics (ICMMIA 2022), Volume 2

  • Editors: Vijayan Sugumaran, A. G. Sreedevi, Zheng Xu

  • Series Title: Lecture Notes on Data Engineering and Communications Technologies

  • DOI: https://doi.org/10.1007/978-3-031-05484-6

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-05483-9Published: 14 June 2022

  • eBook ISBN: 978-3-031-05484-6Published: 13 June 2022

  • Series ISSN: 2367-4512

  • Series E-ISSN: 2367-4520

  • Edition Number: 1

  • Number of Pages: XXV, 1112

  • Number of Illustrations: 133 b/w illustrations, 242 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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