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Advances and Trends in Artificial Intelligence. Theory and Applications

36th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2023, Shanghai, China, July 19–22, 2023, Proceedings, Part II

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Hamido Fujita

    1. Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia

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  2. Yinglin Wang

    1. Shanghai University of Finance and Economics, Shanghai, China

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  3. Yanghua Xiao

    1. Fudan University, Shanghai, China

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  4. Ali Moonis

    1. Texas State University, San Marcos, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13926)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: IEA/AIE 2023.

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Table of contents (34 papers)

  1. Front Matter

    Pages i-xxviii
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  2. Industrial Applications

    1. Front Matter

      Pages 1-1
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    2. LIME: Long-Term Forecasting Model for Desalination Membrane Fouling to Estimate the Remaining Useful Life of Membrane

      • Sohaila Eltanbouly, Abdelkarim Erradi, Ashraf Tantawy, Ahmed Ben Said, Khaled Shaban, Hazim Qiblawey
      Pages 3-14

    3. Value Stream Repair Using Graph Structure Learning

      • Marco Wrzalik, Julian Eversheim, Johannes Villmow, Adrian Ulges, Dirk Krechel, Sven Spieckermann et al.
      Pages 15-32

    4. Which Components to Blame? Integrating Diagnosis into Monitoring of Technical Systems

      • Franz Wotawa
      Pages 33-44

    5. A Comprehensive Analysis on Associative Classification in Building Maintenance Datasets

      • Joel Mba Kouhoue, Jerry Lonlac, Alexis Lesage, Arnaud Doniec, Stéphane Lecoeuche
      Pages 45-58

    6. Deep Learning Based Solution for Appliance Operational State Detection and Power Estimation in Non-intrusive Load Monitoring

      • Mohammad Kaosain Akbar, Manar Amayri, Nizar Bouguila
      Pages 59-65

    7. Sentiment Analysis of Mobile Apps Using BERT

      • Wajhee Ullah, Zheying Zhang, Kostas Stefanidis
      Pages 66-78

    8. Heterogeneous Ensemble for Classifying Electrical Load Reduction in South Africa

      • Solomon Oluwole Akinola, Qing-Guo Wang, Peter Olukanmi, Tshilidzi Mawala
      Pages 79-89

  3. Natural Language Processing

    1. Front Matter

      Pages 91-91
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    2. Named Entity Recognition for Nepali Using BERT Based Models

      • Bishal Debb Pande, Aman Shakya, Sanjeeb Prasad Panday, Basanta Joshi
      Pages 93-104

    3. Role Understanding for Spoken Dialogue System Based on Relevance Ranking

      • Xin Huang, Huilin Song, Mingming Lu
      Pages 105-116

    4. Intent Understanding for Automatic Question Answering in Network Technology Communities Based on Multi-task Learning

      • Xin Huang, Huilin Song, Mingming Lu
      Pages 117-129

    5. Matching Intentions for Discourse Parsing in Multi-party Dialogues

      • Tiezheng Mao, Jialing Fu, Osamu Yoshie, Yimin Fu, Zhuyun Li
      Pages 130-140

    6. Natural Language Modeling with the Tsetlin Machine

      • Saeed Rahimi Gorji, Ole-Christoffer Granmo, Morten Goodwin
      Pages 141-150

  4. Optimization

    1. Front Matter

      Pages 151-151
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    2. Path Inference Based on Voronoi Graph

      • Xin Xu
      Pages 153-158

    3. Study on Branch-and-Price for Solving Single-Machine Total Weight Tardiness Scheduling Problem

      • Zaichang Hai, Xingye Dong
      Pages 159-170

    4. Improved Differential Evolutionary Algorithm Based on Adaptive Scaling Factor

      • Chen Zhang, Haotian Li, Yifei Yang, Baohang Zhang, Huisheng Zhu, Shangce Gao
      Pages 171-176

    5. Dealing with New User Problem Using Content-Based Deep Matrix Factorization

      • Nguyen Thai-Nghe, Nguyen Thi Kim Xuyen, An Cong Tran, Tran Thanh Dien
      Pages 177-188
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Other volumes

  1. Advances and Trends in Artificial Intelligence. Theory and Applications

  2. Advances and Trends in Artificial Intelligence. Theory and Applications

Keywords

About this book

This double volume LNAI 13925-13926 constitutes the thoroughly refereed proceedings of the 36th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2023, held in Shanghai, China, in July 2023.

The 50 full papers and 20 short papers presented were carefully reviewed and selected from 129 submissions. The IEA/AIE 2023 conference on applications of applied intelligent systems to solve real-life problems in all areas including business and finance, science, engineering, industry, cyberspace, bioinformatics, automation, robotics, medicine and biomedicine, and human-machine interactions.

Editors and Affiliations

  • Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia

    Hamido Fujita

  • Shanghai University of Finance and Economics, Shanghai, China

    Yinglin Wang

  • Fudan University, Shanghai, China

    Yanghua Xiao

  • Texas State University, San Marcos, USA

    Ali Moonis

Bibliographic Information

  • Book Title: Advances and Trends in Artificial Intelligence. Theory and Applications

  • Book Subtitle: 36th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2023, Shanghai, China, July 19–22, 2023, Proceedings, Part II

  • Editors: Hamido Fujita, Yinglin Wang, Yanghua Xiao, Ali Moonis

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-36822-6

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-36821-9Published: 15 July 2023

  • eBook ISBN: 978-3-031-36822-6Published: 14 July 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXVIII, 414

  • Number of Illustrations: 43 b/w illustrations, 110 illustrations in colour

  • Topics: Artificial Intelligence

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