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Artificial Intelligence and Mobile Services – AIMS 2021

10th International Conference, Held as Part of the Services Conference Federation, SCF 2021, Virtual Event, December 10–14, 2021, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Yi Pan

    1. Georgia State University, Atlanta, USA

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  2. Zhi-Hong Mao

    1. University of Pittsburgh, Pittsburgh, USA

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  3. Lei Luo

    1. University of Electronic Science and Technology of China, Chengdu, China

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  4. Jing Zeng

    1. China Gridcom Co., Ltd., Shenzhen, China

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  5. Liang-Jie Zhang

    1. Kingdee International Software Group Co., Ltd., Shenzhen, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12987)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: AIMS 2021.

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Table of contents (9 papers)

  1. Front Matter

    Pages i-xiii
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  2. Research Track

    1. Front Matter

      Pages 1-1
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    2. A Combination of Resampling Method and Machine Learning for Text Classification on Imbalanced Data

      • Haijun Feng, Tangren Dan, Weiming Wang, Rongzhi Gui, Junyao Liu, Yi Li
      Pages 3-17

    3. A Privacy Knowledge Transfer Method for Clinical Concept Extraction

      • Xuan Luo, Yiping Yin, Yice Zhang, Ruifeng Xu
      Pages 18-28

    4. Multimodal Social Media Sentiment Analysis Based on Cross-Modal Hierarchical Attention Fusion

      • Kezhong Wang, Ting Jin
      Pages 29-44

  3. Application Track

    1. Front Matter

      Pages 45-45
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    2. Quantum Attention Based Language Model for Answer Selection

      • Qin Zhao, Chenguang Hou, Ruifeng Xu
      Pages 47-57

    3. LightBERT: A Distilled Chinese BERT Model

      • Yice Zhang, Yihui Li, Peng Xu, Ruifeng Xu, Jianxin Li, Guozhong Shi et al.
      Pages 58-67

    4. Tool Recognition Based on Computer Vision in Nuclear Power Motor Maintenance Scene

      • Chenjie Pan, Cheng Cai
      Pages 68-78

    5. Manipulator Posture Estimation Method Based on Multi-eye Vision and Key Point Detection

      • Aqing Wang, Cheng Cai
      Pages 79-88

    6. 3D Pose Estimation of Manipulator Based on Multi View

      • Xuechun Geng, Cheng Cai
      Pages 89-98

    7. Federated Learning for 6G Edge Intelligence: Concepts, Challenges and Solutions

      • Han Wang, Jianhe Hu, Chunxiao Xing, Liang-Jie Zhang
      Pages 99-112

  4. Back Matter

    Pages 113-113
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  1. Artificial Intelligence and Mobile Services – AIMS 2021

Keywords

About this book

This book constitutes the proceedings of the 10th International Conference on Artificial Intelligence and Mobile Services, AIMS 2021, held as a virtual conference as part of SCF 2021, during December 10-14, 2021.

The 9 full presented were carefully reviewed and selected from 20 submissions. They cover topics in AI Modeling, AI Analysis, AI and Mobile Applications, AI Architecture, AI Management, AI Engineering, mobile backend as a service (MBaaS), user experience of AI and mobile services.

Editors and Affiliations

  • Georgia State University, Atlanta, USA

    Yi Pan

  • University of Pittsburgh, Pittsburgh, USA

    Zhi-Hong Mao

  • University of Electronic Science and Technology of China, Chengdu, China

    Lei Luo

  • China Gridcom Co., Ltd., Shenzhen, China

    Jing Zeng

  • Kingdee International Software Group Co., Ltd., Shenzhen, China

    Liang-Jie Zhang

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