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  • Conference proceedings
  • © 2022

Knowledge Science, Engineering and Management

15th International Conference, KSEM 2022, Singapore, August 6–8, 2022, Proceedings, Part III

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13370)

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

Conference series link(s): KSEM: International Conference on Knowledge Science, Engineering and Management

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Conference proceedings info: KSEM 2022.

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  • ISBN: 978-3-031-10989-8
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Table of contents (58 papers)

  1. Knowledge Management with Optimization and Security (KMOS)

    1. Dual Adversarial Federated Learning on Non-IID Data

      • Tao Zhang, Shaojing Yang, Anxiao Song, Guangxia Li, Xuewen Dong
      Pages 233-246
    2. Low-Quality \(\textit{DanMu}\) Detection via Eye-Tracking Patterns

      • Xiangyang Liu, Weidong He, Tong Xu, Enhong Chen
      Pages 247-259
    3. TSC-GCN: A Face Clustering Method Based on GCN

      • Jinmin Xue, Shengdong Qu, Jingxian Li, Yan Chu, Zhengkui Wang
      Pages 260-271
    4. Spotlight on Video Piracy Websites: Familial Analysis Based on Multidimensional Features

      • Chenlin Wang, Yonghao Yu, Ao Pu, Fan Shi, Cheng Huang
      Pages 272-288
    5. A Vehicle Value Based Ride-Hailing Order Matching and Dispatching Algorithm

      • Shuai Xu, Zeheng Zhong, Yikai Luo, Bing Shi
      Pages 289-301
    6. An Improved Semantic Link Based Cyber Community Discovery Model on Social Network

      • Weiran Liu, Qiyu Ruan, Liang Zhang, Wei Ren
      Pages 329-338
    7. Fourier Enhanced MLP with Adaptive Model Pruning for Efficient Federated Recommendation

      • Zhengyang Ai, Guangjun Wu, Binbin Li, Yong Wang, Chuantong Chen
      Pages 356-368
    8. Semantic Annotation of Videos Based on Mask RCNN for a Study of Animal Behavior

      • Nourelhouda Hammouda, Mariem Mahfoudh, Mohamed Cherif
      Pages 391-402
    9. Modeling Empathy Episodes with ARD and DMN

      • Weronika T. Adrian, Julia Ignacyk, Krzysztof Kluza, Mirosława M. Długosz, Antoni Ligęza
      Pages 403-413
    10. A Novel RVFL-Based Algorithm Selection Approach for Software Model Checking

      • Weipeng Cao, Yuhao Wu, Qiang Wang, Jiyong Zhang, Xingjian Zhang, Meikang Qiu
      Pages 414-425
    11. A Lightweight Target Detection Algorithm Based on Improved MobileNetv3-YOLOv3

      • Tong Fang, Baoshuai Du, Yunjia Xue, Guang Yang, Jingbo Zhao
      Pages 438-448
    12. Hypergraph-Based Academic Paper Recommendation

      • Jie Yu, Junchen He, Lingyu Xu
      Pages 449-462
    13. Automated Reliability Analysis of Redundancy Architectures Using Statistical Model Checking

      • Hongbin He, Hongyu Kuang, Lin Yang, Feng Yang, Qiang Wang, Weipeng Cao
      Pages 463-476

Other Volumes

  1. Knowledge Science, Engineering and Management

    15th International Conference, KSEM 2022, Singapore, August 6–8, 2022, Proceedings, Part I
  2. Knowledge Science, Engineering and Management

    15th International Conference, KSEM 2022, Singapore, August 6–8, 2022, Proceedings, Part II
  3. Knowledge Science, Engineering and Management

    15th International Conference, KSEM 2022, Singapore, August 6–8, 2022, Proceedings, Part III

About this book

The three-volume sets constitute the refereed proceedings of the 15th International Conference on Knowledge Science, Engineering and Management, KSEM 2022, held in Singapore, during August 6–8, 2022. 

The 169 full papers presented in these proceedings were carefully reviewed and selected from 498 submissions. The papers are organized in the following topical sections:

Volume I:
Knowledge Science with Learning and AI (KSLA)

Volume II:
Knowledge Engineering Research and Applications (KERA)

Volume III:
Knowledge Management with Optimization and Security (KMOS)

Keywords

  • artificial intelligence
  • computer hardware
  • computer networks
  • computer security
  • computer systems
  • computer vision
  • data mining
  • data security
  • image analysis
  • image processing
  • information retrieval
  • machine learning
  • mathematics
  • network protocols
  • neural networks
  • signal processing

Editors and Affiliations

  • Télécom Paris, Paris, France

    Gerard Memmi

  • Purdue University, West Lafayette, USA

    Baijian Yang

  • Shanghai Jiao Tong University, Shanghai, China

    Linghe Kong

  • Nanyang Technological University, Singapore, Singapore

    Tianwei Zhang

  • Texas A&M University – Commerce, Commerce, USA

    Meikang Qiu

Bibliographic Information

Buying options

eBook USD 89.00
Price excludes VAT (USA)
  • ISBN: 978-3-031-10989-8
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 119.99
Price excludes VAT (USA)