Artificial Intelligence

1. Front Matter

   Pages i-xx

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2. Applications of AI

   1. Front Matter

      Pages 1-1

      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

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.

• artificial intelligence
• color image processing
• computer networks
• computer systems
• computer vision
• databases
• image analysis
• image processing
• image quality
• image reconstruction
• image segmentation
• imaging systems
• machine learning
• mathematics
• neural networks
• pattern recognition
• signal processing

• 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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