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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 I

  • 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 13925)

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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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.

Keywords

Table of contents (36 papers)

  1. Front Matter

    Pages i-xxviii
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  2. Classification and Case-Based Reasoning

    1. Front Matter

      Pages 1-1
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    2. Reducing Reliance on Domain Knowledge in Case-Based Reasoning

      • Fateh Boulmaiz, Patrick Reignier, Stephane Ploix
      Pages 3-13

    3. Feature Selection on Imbalanced Domains: A Stability-Based Analysis

      • Paolo Orrù, Barbara Pes
      Pages 14-27

    4. Principal Components Analysis Based Imputation for Logistic Regression

      • Thuong H. T. Nguyen, Bao Le, Phuc Nguyen, Linh G. H. Tran, Thu Nguyen, Binh T. Nguyen
      Pages 28-36

    5. A Selective Supervised Latent Beta-Liouville Allocation for Document Classification

      • Zhiwen Luo, Manar Amayri, Wentao Fan, Nizar Bouguila
      Pages 37-48

    6. A Clustering Strategy-Based Evolutionary Algorithm for Feature Selection in Classification

      • Baohang Zhang, Ziqian Wang, Zhenyu Lei, Jiatianyi Yu, Ting Jin, Shangce Gao
      Pages 49-59

    7. On Completeness-Aware Reasoning in Case-Based Reasoning

      • Fateh Boulmaiz, Patrick Reignier, Stephane Ploix
      Pages 60-73

    8. Learning from Successes and Failures: An Exploration of a Case-Based Reasoning Technique

      • Fateh Boulmaiz, Patrick Reignier, Stephane Ploix
      Pages 74-87

  3. Computer Vision

    1. Front Matter

      Pages 89-89
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    2. A Monocular Vision Ranging Method Related to Neural Networks

      • Xing Wang, Pengfei Zeng, Zhaorui Cao, Guoliang Bu, Yongping Hao
      Pages 91-101

    3. PDAN Light: An Improved Attention Network for Action Detection

      • David Garcia-Retuerta, Besik Dundua, Mariam Dedabrishvili
      Pages 102-114

    4. RSHN: Residual Stacked Hourglass Network for Multi-person Pose Estimation

      • Xing Wu, Chengyou Cai, Dong Zhu
      Pages 115-126

    5. Clothing Detection and Classification with Fine-Tuned YOLO-Based Models

      • Hai T. Nguyen, Khanh K. Nguyen, Pham T.-N.-Diem, Tran T.-Dien
      Pages 127-132

    6. A Novel Parallel Spatiotemporal Image Fusion Method for Predicting High-Resolution Satellite Images

      • Vipul Chhabra, Uday Kiran Rage, Abinash Maharana, Juan Xiao, Krishna Reddy Polepalli, Ram Avtar et al.
      Pages 133-144

    7. A Transfer Learning-Based Approach for Rice Plant Disease Detection

      • An Cong Tran, Thuy Mong Nguyen-Thi, Nguyen Huu Van Long, Hai Thanh Nguyen
      Pages 145-150

    8. Unsupervised Defogging for Rotary Kilns Image

      • Tao Li, Yijia Zhou, Na Zhao, Hongzhe Zhao
      Pages 151-166

    9. A Robust Document Localization Solution with Segmentation and Clustering

      • Hoang Dang Nguyen, Dinh Nguyen Vu, Viet Anh Nguyen, Tien Dong Nguyen, Phi Le Nguyen
      Pages 167-179

  4. Decision Making

    1. Front Matter

      Pages 181-181
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    2. A Group Decision-Making Method Based on Reciprocal Preference Relations Created from Sentiment Analysis

      • José Ramón Trillo, Ignacio Javier Pérez, Enrique Herrera-Viedma, Juan Antonio Morente-Molinera, Francisco Javier Cabrerizo
      Pages 183-194
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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

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 I

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

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-36819-6

  • 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: 978-3-031-36818-9Published: 19 July 2023

  • eBook ISBN: 978-3-031-36819-6Published: 18 July 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXVIII, 416

  • Number of Illustrations: 13 b/w illustrations, 117 illustrations in colour

  • Topics: Artificial Intelligence

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