CONF-SPML 2022
Signal Processing and Machine Learning 2022

Table of Contents

• Preface
  Summary: There were 45 papers submitted for peer-review to CONF-SPML 2022. Out of these, 16 papers were accepted for this volume, 7 as regular papers and 9 as short papers.

• Melanoma Classification Using Feature Extraction Methods and Machine Learning Approaches 1-10
  Sihui He, Zheyang Huang, Xinjie Zhong
• Strategies to Solve the Problem of Information Cocoon—Research Progress of Cross-domain Recommendation Algorithm Based on Mining the Potential Interests of Users 10-19
  Qingyang Bao, Dian Tu
• The Development of Ray Tracing and Its Future 19-28
  Zijin Wang
• Convolutional Neural Network and Its Application in Handwritten Digit and Traffic Sign Recognition 28-35
  Pengxiang Jia
• A Two-step Rumor Detection and Classification Method Using Machine Learning 35-42
  Borui Pan
• Context-Based Sarcasm Detection Model in Chinese Social Media Using BERT and Bi-GRU Models 42-50
  Chenghao Jia, Hongying Zan
• Lip Reading Using Multi-Dilation Temporal Convolutional Network 50-59
  Binyan Xu, Haoyu Wu
• Comprehensive Survey on Video Denoise Methods 59-66
  Zhanming Bi
• CNN-Based Audio Recognition in Open-set Domain 66-74
  Hitham Jleed, Martin Bouchard
• Optimization of CNN and LSTM Based Application on RC Frame and Long-Span Structural Health Monitoring 74-85
  Rui Du
• Modifications of PI and EI under Gaussian Noise Assumption in Current Optima 85-97
  Huabing Wang
• Comparison of Underlying Algorithms in Recommendation Systems 97-109
  Shuyi Wang, Mufeng Yang, Ziyang Liu, Linyan Li
• Optimization of the RRT Algorithm Applied in Autonomous Planning for the 2D Robot Navigation 109-119
  Yingrui Xie, Tianle Yang
• Use XGBOOST to Predict the Rental Based on Airbnb Open Data 119-131
  Suhang Yao
• Can PID Make the Electronic Stability Program More Effective? Research on Co-simulation of Electronic Stability Program 131-141
  Zheng Wu, Xinshang Zhang, Cunfeng Kang, Guanchen Zong
• Possible Ways to Improve Performance of MOSFET and Challenges 141-151
  Mingjiang Wei, Tianli Wu, Haoxuan Zhu