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Advances in Artificial Intelligence, Software and Systems Engineering

Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, July 16-20, 2020, USA

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Tareq Ahram

    1. Institute for Advanced Systems Engineering, University of Central Florida, Orlando, USA

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  • Presents strategies for increasing technology’s acceptance and effectiveness
  • Addresses various aspects of human–machine interaction/integration
  • Bridges the gap between research findings and best practices

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1213)

Included in the following conference series:

Conference proceedings info: AHFE 2020.

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Table of contents (82 papers)

  1. Front Matter

    Pages i-xix
    Download chapter PDF

  2. Artificial Intelligence and Machine Learning

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Development of a Holistic Method to Implement Artificial Intelligence in Manufacturing Areas

      • Bastian Pokorni, Fabian Volz, Jan Zwerina, Moritz Hämmerle
      Pages 3-8

    3. Fighting Cyberbullying: An Analysis of Algorithms Used to Detect Harassing Text Found on YouTube

      • Rachel E. Trana, Christopher E. Gomez, Rachel F. Adler
      Pages 9-15

    4. For Our Complex Future, Don’t Give Us AI, Give Us Intelligent Assistance (IA): The Case for Avionics

      • Sylvain Hourlier
      Pages 16-21

    5. AI-Driven Worker Assistance System for Additive Manufacturing

      • Benjamin Röhm, Leo Gögelein, Stefan Kugler, Reiner Anderl
      Pages 22-27

    6. Rating Prediction Used AI Big Data: Empathy Word in Network Analysis Method

      • Sang Hee Kweon, Hyeon-Ju Cha, Yook Jung-Jung
      Pages 28-32

    7. Sound Identification System from Auditory Cortex by Using fMRI and Deep Learning: Study on Experimental Design for Capturing Brain Images

      • Jun Shinke, Kyoko Shibata, Hironobu Satoh
      Pages 33-39

    8. Tracking People Using Ankle-Level 2D LiDAR for Gait Analysis

      • Mahmudul Hasan, Junichi Hanawa, Riku Goto, Hisato Fukuda, Yoshinori Kuno, Yoshinori Kobayashi
      Pages 40-46

    9. New Trend of Standard: Machine Executable Standard

      • Haitao Wang, Gang Wu, Chao Zhao, Fan Zhang, Jing Zhao, Changqing Zhou et al.
      Pages 47-52

    10. Machine Learning Analysis of EEG Measurements of Stock Trading Performance

      • Edgar P. Torres, Edgar A. Torres, Myriam Hernández-Álvarez, Sang Guun Yoo
      Pages 53-60

    11. Evaluation System of GIS Partial Discharge Based on Convolutional Neutral Network

      • Liuhuo Wang, Lingqi Tan, Zengbin Wang
      Pages 61-68

    12. Top-Level Design of Intelligent Video Surveillance System for Abandoned Objects

      • Chengwei Zhang, Wenhan Dai
      Pages 69-76

    13. Detection of Human Trafficking Ads in Twitter Using Natural Language Processing and Image Processing

      • Myriam Hernández-Álvarez, Sergio L. Granizo
      Pages 77-83

    14. Text Mining in Smart Cities to Identify Urban Events and Public Service Problems

      • Mario Gonzalez, Juan Viana-Barrero, Patricia Acosta-Vargas
      Pages 84-89

    15. Deep Learning-Based Creative Intention Understanding and Color Suggestions for Illustration

      • Xiaohua Sun, Juexiao Qin
      Pages 90-96

    16. Comparison of Probability Distributions for Evolving Artificial Neural Networks Using Bat Algorithm

      • Adeel Shahzad, Hafiz Tayyab Rauf, Tayyaba Asghar, Umar Hayat
      Pages 97-104

    17. Deep Neural Networks for Grid-Based Elusive Crime Prediction Using a Private Dataset Obtained from Japanese Municipalities

      • Suguru Kanoga, Naruki Kawai, Kota Takaoka
      Pages 105-112

    18. Remote Sensing, Heat Island Effect and Housing Price Prediction via AutoML

      • Rita Yi Man Li, Kwong Wing Chau, Herru Ching Yu Li, Fanjie Zeng, Beiqi Tang, Meilin Ding
      Pages 113-118

    19. A Framework for Selecting Machine Learning Models Using TOPSIS

      • Maikel Yelandi Leyva Vazquezl, Luis Andy Briones Peñafiel, Steven Xavier Sanchez Muñoz, Miguel Angel Quiroz Martinez
      Pages 119-126
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Other volumes

  1. Advances in Neuroergonomics and Cognitive Engineering

  2. Advances in Industrial Design

  3. Advances in Ergonomics in Design

  4. Advances in Safety Management and Human Performance

  5. Advances in Human Factors and Ergonomics in Healthcare and Medical Devices

  6. Advances in Simulation and Digital Human Modeling

  7. Advances in Human Factors and Systems Interaction

  8. Advances in the Human Side of Service Engineering

  9. Advances in Human Factors, Business Management and Leadership

  10. Advances in Human Factors in Robots, Drones and Unmanned Systems

  11. Advances in Human Factors in Training, Education, and Learning Sciences

  12. Advances in Human Aspects of Transportation

  13. Advances in Artificial Intelligence, Software and Systems Engineering

  14. Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure

  15. Advances in Physical, Social & Occupational Ergonomics

  16. Advances in Manufacturing, Production Management and Process Control

  17. Advances in Usability, User Experience, Wearable and Assistive Technology

  18. Advances in Creativity, Innovation, Entrepreneurship and Communication of Design

  19. Advances in Human Factors in Cybersecurity

Keywords

About this book

This book addresses emerging issues concerning the integration of artificial intelligence systems in our daily lives. It focuses on the cognitive, visual, social and analytical aspects of computing and intelligent technologies, and highlights ways to improve the acceptance, effectiveness, and efficiency of said technologies. Topics such as responsibility, integration and training are discussed throughout. The book also reports on the latest advances in systems engineering, with a focus on societal challenges and next-generation systems and applications for meeting them. Based on the AHFE 2020 Virtual Conference on Software and Systems Engineering, and the AHFE 2020 Virtual Conference on Artificial Intelligence and Social Computing, held on July 16–20, 2020, it provides readers with extensive information on current research and future challenges in these fields, together with practical insights into the development of innovative services for various purposes.


Editors and Affiliations

  • Institute for Advanced Systems Engineering, University of Central Florida, Orlando, USA

    Tareq Ahram

Bibliographic Information

  • Book Title: Advances in Artificial Intelligence, Software and Systems Engineering

  • Book Subtitle: Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, July 16-20, 2020, USA

  • Editors: Tareq Ahram

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-51328-3

  • 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 2021

  • Softcover ISBN: 978-3-030-51327-6Published: 04 July 2020

  • eBook ISBN: 978-3-030-51328-3Published: 03 July 2020

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIX, 615

  • Number of Illustrations: 66 b/w illustrations, 147 illustrations in colour

  • Topics: Computational Intelligence, Cyber-physical systems, IoT, Machine Learning

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