Vol. 34 (2023): 4th International Conference on Computer Science and Intelligent Communication (CSIC 2022)

December 17-18, 2022 | Tianjin, China

Editors: Elaine Reade, Taimin Zhuang

ISBN: 978-1-62437-676-4

Published: 28-02-2023

Preface

Preface: 4th International Conference on Computer Science and Intelligent Communication (CSIC 2022)

Elaine Reade, Taimin Zhuang

I

Articles

Development of Forest Carbon Sequestration Model

Jingtong Zhao, Song Ma, Quancheng Yin, Xinhao Fan, Xiaofa He

1-6
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A Model for Measuring the Effect of Asteroid Mining on Global Equity

Xudong Wu

7-15
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Quantitative Investment Decision Model Based on PPO Algorithm

Xiaochen Xiao

16-24
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New Idea of Adopting Online Platform Sales for Rural Agricultural Products Backlog Problem Under Epidemic

Hetong Cui

25-31
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Spam Classification Based on Machine Learning Algorithm

Yichun Huang

32-38
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Handwritten Text Classification Based on Convolutional Neural Network

Aldyn Chen

39-44
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Review of Quantum Computer Development

Kang Xiao

45-52
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Neural Style Transfer with Content Feature Segmentation

Xiaotian Fang

53-59
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Efficient Spam Classification Using Machine Learning Methods

Zhenghao Miao

60-64
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Comparisons of Stock Prediction Methods Based on Recurrent Neural Networks

George Shao

65-70
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Long Short-term Memory Applied on Amazon's Stock Prediction

Chenze Zhou

71-76
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The Application of Machine Learning InSpeech Emotion Recognition

Dongkun Xu

77-84
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Comparison of different Convolutional Neural Network models on Fruit 360 Dataset

Kevin Liu

85-94
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Chinese License Plate Recognition System Based on Convolutional Neural Network

Hongru Chen, Yumin Lin, Tianhao Zhao

95-102
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Breast Cancer Prediction Based on the CNN Models

Nuo Chen, Boyu Han, Zhixin Li, Haotian Wang

103-109
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Fruit Image Classification Using Convolution Neural Networks

Yifan Yang

110-119
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Automatic Classification for Unlabeled Email Messages into Folders

Fucheng Zhu

120-126
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Fashion Designer Application Based on Generative Adversarial Network

Ziming Liu

127-135
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Instrument Classification Using Different Machine Learning and Deep Learning Methods

Yuqing Su

136-142
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Algorithm Comparison on Email Spam Filtering Task

Yixuan Li

143-148
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Implementation of Music Genre Classifier Using KNN Algorithm

Xuchuan Mu

149-154
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Mobile Phone Price Prediction with Feature Reduction

Menghan Chen

155-162
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Fruit Classification based on ResNet and Attention Mechanism

Miaorun Lin

163-167
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Music Genre Classification Based on Machine Learning Methods

Xundong Ma

168-175
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Automatic Detection of Oranges Peel Based on the YOLOv5 Model

Yukun Ma

176-182
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The Improvement of Federated Learning in communication efficiency

Yimeng Yang

183-190
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Flappy Bird Game Based on the Deep Q Learning Neural Network

Jiarui Gu, Yunhao Guo, Yushan Lam, Ziyou Benjamin Pu

191-195
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Fashion-MNIST Classification Based on CNN Image Recognition

Zhengliang Chen, Mingrui Lv, Shiqi Tian, Shangyuan Yin

196-202
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The Application of Human Detection Based on YOLOv5

Chengcheng Hou

203-208
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Human Detection Based on YOLOv5 Network

Wenbo Zhong

209-217
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An Application for the Human-Computer Interaction Game Based on Yolov5

Jianxi Chen

218-221
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Flappy Bird Game Based on Reinforcement Learning Q-Learning Algorithm

Zhenni He, Yi Zhang, Dingle Zhao

222-225
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Detecting Collectable Resources on Computer Game Based on the Neural Network

Qianhe Shen

226-231
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Expression Recognition Based on Multi-level Multi-model Fusion Deep Convolutional Neural Network

Jianzhe Cao, Chengxin Hu, Lingtong Kong, Zehao Yu

232-237
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Deep Learning Based Text Classification Methods

Zhaoguo Wang

238-243
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Reinforcement Learning for Improving Flappy Bird Game

Shiyao Wei

244-249
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The Combination of Flappy Bird and Reinforcement Learning Using Q-learning

Xinlu Dong, Xiaole Fan, Chenhao Sun, Zhengyang Xu

250-254
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Movie Recommendation System Based on Traditional Recommendation Algorithm and CNN Model

Haitao He, Zhifu Shang, Mingjie Wu, Yuling Zhang

255-261
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News Short Text Classification Based on Bert Model and Fusion Model

Hongyang Cui, Chentao Wang, Yibo Yu

262-268
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CNN-based Model for Face Expression Recognition

Kejun Guo, Shizhe Song, Qijia Yang

269-274
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The Development of Image Classification Algorithms Based on CNNs

Qichang Liu

275-280
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Development of Semantic Segmentation Based on Deep Learning

Yang Zhao

281-288
- PDF
Composition analysis and identification model of ancient glass products based on Spearman correlation coefficient and BP neural network

Xiang Yang, Wencheng Wang, Yanxia Zhou

289-299
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Research on Jewelry and Jade Precious Metal Inspection System Under Computer Virtual Reality Technology

Li Shi, Hui Chi, Wei Wang, Yong Yu

300-306
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Research on Mathematical Modeling Competition and Ideological and Political Education Based on Analysis and Prediction Algorithm

Xiang Li, Hongpeng Wang, Jiaju Kang, Zimo Zhang, Yiming Qiao, Nan Liu

307-313
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Multi-task panoramic driving perception algorithm based on improved YOLOv5

Xin Zeng, Yong Qi, Mingjun Liu

314-325
- PDF
Composition analysis and identification of ancient glass products based on population forest-KNN algorithm

Ziyuan Chen

326-334
- PDF
Research on Behavior Recognition of Disyielding Pedestrians Based on LSTM

Rui Zhang, Haosen Qin, Ling Wang, Ziyang Wu

335-343
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Ancient glass classification based on random forest algorithm and decision tree model

Zikai Wang, Yun Lu, Tianze Li

344-351
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Study of UAVs in attempted formation flight based on pure azimuth passive positioning

Yizhou Liu

352-359
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Predicting Titanic Survivors by Using Machine Learning

Yufan Ai

360-367
- PDF
MBTI Personality Prediction Based on BERT Classification

Hanwen Zhang

368-374
- PDF
Cybersecurity and Ethereum Security Vulnerabilities Analysis

Tingyu Ma

375-381
- PDF
Construction of glass composition analysis and identification model based on K-means algorithm optimized by genetic algorithm

Chenyu Zhang, Yunjian Wu, Mengna Zhou

382-391
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Machine Learning Classification Techniques Applied in modern-day Music Recommendation Systems

Benjamin Hsin

392-397
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Data visualisation analysis of online novel websites

Meijuan Zhuo

398-403
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Design of Deep Foundation Pit Support Scheme Based on Fuzzy Grey Correlation Projection Method

Nan Zhang, Longyun Wei, Yongliang Han

404-408
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Research on UAV formation based on UAV positioning technology and iterative algorithm

Runze Yan, Haiyu Wang, Wenbo Wei

409-418
- PDF
Cooperative Area Search Algorithm for Multi-UAVs in Uncertain Battlefield Environment

Xinru Zhu, Yanyan Huang, Kaisheng Wang, Chengcai Cao

419-429
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The Development of Image Classification Models Based on Computer Vision

Lingtao Zeng

430-434
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Glass composition analysis and identification model based on variance test

Miao Wang, Yifan Zhang, Maotai Cheng

435-442
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Glass weathering chemical composition prediction model

Junchi Liao

443-449
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Research on Base Station Site Planning Based on Cluster Analysis and Azimuth Analysis Model

Haobin Song, Jing Yang, Yue Liu, Zhihao Jiang, Shi Wang, Limi Chen, Xiaochun Zhao

450-457
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Analysis of Scientific Research Hotspots in the Field of Artificial Intelligence

Jianing Liu

458-461
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Vascular Robotics procurement model based on dynamic programming

Shanshan Yu, Jingtai Xiao, Ruiqi Su, Lingbo Liu

462-469
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Chinese Spam Classification based on Deep Learning

Zhengyang Chen

470-475
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Vol. 34 (2023): 4th International Conference on Computer Science and Intelligent Communication (CSIC 2022)

Preface

Articles

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