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Artificial Intelligence

First CAAI International Conference, CICAI 2021, Hangzhou, China, June 5–6, 2021, Proceedings, Part I

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Lu Fang

    1. Tsinghua University, Beijing, China

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  2. Yiran Chen

    1. Duke University, Durham, USA

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  3. Guangtao Zhai

    1. Shanghai Jiao Tong University, Shanghai, China

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  4. Jane Wang

    1. University of British Columbia, Vancouver, Canada

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  5. Ruiping Wang

    1. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

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  6. Weisheng Dong

    1. Xidian University, Xi’an, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13069)

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

Included in the following conference series:

Conference proceedings info: CICAI 2021.

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About this book

This two-volume set LNCS 13069-13070 constitutes selected papers presented at the First CAAI International Conference on Artificial Intelligence, held in Hangzhou, China, in June 2021. Due to the COVID-19 pandemic the conference was partially held online. 

The 105 papers were thoroughly reviewed and selected from 307 qualified submissions. The papers are organized in topical sections on applications of AI; computer vision; data mining; explainability, understandability, and verifiability of AI; machine learning; natural language processing; robotics; and other AI related topics.

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Table of contents (67 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Applications of AI

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Comparative Sharpness Evaluation for Mobile Phone Photos

      • Qiang Lu, Guangtao Zhai, Yucheng Zhu, Xiongkuo Min, Tao Wang, Xiao-Ping Zhang
      Pages 3-14

    3. DiffGNN: Capturing Different Behaviors in Multiplex Heterogeneous Networks for Recommendation

      • Tiankai Gu, Chaokun Wang, Cheng Wu
      Pages 15-26

    4. Graph-Based Exercise- and Knowledge-Aware Learning Network for Student Performance Prediction

      • Mengfan Liu, Pengyang Shao, Kun Zhang
      Pages 27-38

    5. Increasing Oversampling Diversity for Long-Tailed Visual Recognition

      • Liuyu Xiang, Guiguang Ding, Jungong Han
      Pages 39-50

    6. Odds Estimating with Opponent Hand Belief for Texas Hold’em Poker Agents

      • Zhenzhen Hu, Jing Chen, Wanpeng Zhang, Shaofei Chen, Weilin Yuan, Junren Luo et al.
      Pages 51-64

    7. Remote Sensing Image Recommendation Using Multi-attribute Embedding and Fusion Collaborative Filtering Network

      • Boce Chu, Jinyong Chen, Meirui Wang, Feng Gao, Qi Guo, Feng Li
      Pages 65-76

    8. Object Goal Visual Navigation Using Semantic Spatial Relationships

      • Jingwen Guo, Zhisheng Lu, Ti Wang, Weibo Huang, Hong Liu
      Pages 77-88

    9. Classification of COVID-19 in CT Scans Using Image Smoothing and Improved Deep Residual Network

      • Changzu Chen, Zhongyi Hu, Shan Jin, Lei Xiao, Mingzhe Hu, Qi Wu et al.
      Pages 89-100

    10. Selected Sample Retraining Semi-supervised Learning Method for Aerial Scene Classification

      • Ye Tian, Jun Li, Liguo Zhang, Jianguo Sun, Guisheng Yin
      Pages 101-110

    11. Knowledge Powered Cooperative Semantic Fusion for Patent Classification

      • Zhe Zhang, Tong Xu, Le Zhang, Yichao Du, Hui Xiong, Enhong Chen
      Pages 111-122

    12. Diagnosis of Childhood Autism Using Multi-modal Functional Connectivity via Dynamic Hypergraph Learning

      • Zizhao Zhang, Jian Liu, Baojuan Li, Yue Gao
      Pages 123-135

    13. CARNet: Automatic Cerebral Aneurysm Classification in Time-of-Flight MR Angiography by Leveraging Recurrent Neural Networks

      • Yan Hu, Yuan Xu, Xiaosong Huang, Deqiao Gan, Haiyan Huang, Liyuan Shao et al.
      Pages 136-148

    14. White-Box Attacks on the CNN-Based Myoelectric Control System

      • Bo Xue, Le Wu, Aiping Liu, Xu Zhang, Xun Chen
      Pages 149-157

    15. MMG-HCI: A Non-contact Non-intrusive Real-Time Intelligent Human-Computer Interaction System

      • Peixian Gong, Chunyu Wang, Lihua Zhang
      Pages 158-167

    16. DSGSR: Dynamic Semantic Generation and Similarity Reasoning for Image-Text Matching

      • Xiaojing Li, Bin Wang, Xiaohong Zhang, Xiaochun Yang
      Pages 168-179

    17. Phase Partition Based Virtual Metrology for Material Removal Rate Prediction in Chemical Mechanical Planarization Process

      • Wenlan Jiang, Chunpu Lv, Tao Zhang, Huangang Wang
      Pages 180-190

    18. SAR Target Recognition Based on Model Transfer and Hinge Loss with Limited Data

      • Qishan He, Lingjun Zhao, Gangyao Kuang, Li Liu
      Pages 191-201

    19. Neighborhood Search Acceleration Based on Deep Reinforcement Learning for SSCFLP

      • Zonghui Zhang, Zhangjin Huang, Lu Zou
      Pages 202-212
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Other volumes

  1. Artificial Intelligence

  2. Artificial Intelligence

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Lu Fang

  • Duke University, Durham, USA

    Yiran Chen

  • Shanghai Jiao Tong University, Shanghai, China

    Guangtao Zhai

  • University of British Columbia, Vancouver, Canada

    Jane Wang

  • Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

    Ruiping Wang

  • Xidian University, Xi’an, China

    Weisheng Dong

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