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

View 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
    DOI: https://doi.org/10.54097/hset.v34i.4994

Articles

  • Development of Forest Carbon Sequestration Model

    Jingtong Zhao, Song Ma, Quancheng Yin, Xinhao Fan, Xiaofa He
    1-6
    DOI: https://doi.org/10.54097/hset.v34i.5366

  • A Model for Measuring the Effect of Asteroid Mining on Global Equity

    Xudong Wu
    7-15
    DOI: https://doi.org/10.54097/hset.v34i.5367

  • Quantitative Investment Decision Model Based on PPO Algorithm

    Xiaochen Xiao
    16-24
    DOI: https://doi.org/10.54097/hset.v34i.5369

  • New Idea of Adopting Online Platform Sales for Rural Agricultural Products Backlog Problem Under Epidemic

    Hetong Cui
    25-31
    DOI: https://doi.org/10.54097/hset.v34i.5370

  • Spam Classification Based on Machine Learning Algorithm

    Yichun Huang
    32-38
    DOI: https://doi.org/10.54097/hset.v34i.5371

  • Handwritten Text Classification Based on Convolutional Neural Network

    Aldyn Chen
    39-44
    DOI: https://doi.org/10.54097/hset.v34i.5372

  • Review of Quantum Computer Development

    Kang Xiao
    45-52
    DOI: https://doi.org/10.54097/hset.v34i.5373

  • Neural Style Transfer with Content Feature Segmentation

    Xiaotian Fang
    53-59
    DOI: https://doi.org/10.54097/hset.v34i.5374

  • Efficient Spam Classification Using Machine Learning Methods

    Zhenghao Miao
    60-64
    DOI: https://doi.org/10.54097/hset.v34i.5375

  • Comparisons of Stock Prediction Methods Based on Recurrent Neural Networks

    George Shao
    65-70
    DOI: https://doi.org/10.54097/hset.v34i.5376

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

    Chenze Zhou
    71-76
    DOI: https://doi.org/10.54097/hset.v34i.5380

  • The Application of Machine Learning InSpeech Emotion Recognition

    Dongkun Xu
    77-84
    DOI: https://doi.org/10.54097/hset.v34i.5382

  • Comparison of different Convolutional Neural Network models on Fruit 360 Dataset

    Kevin Liu
    85-94
    DOI: https://doi.org/10.54097/hset.v34i.5385

  • Chinese License Plate Recognition System Based on Convolutional Neural Network

    Hongru Chen, Yumin Lin, Tianhao Zhao
    95-102
    DOI: https://doi.org/10.54097/hset.v34i.5386

  • Breast Cancer Prediction Based on the CNN Models

    Nuo Chen, Boyu Han, Zhixin Li, Haotian Wang
    103-109
    DOI: https://doi.org/10.54097/hset.v34i.5388

  • Fruit Image Classification Using Convolution Neural Networks

    Yifan Yang
    110-119
    DOI: https://doi.org/10.54097/hset.v34i.5430

  • Automatic Classification for Unlabeled Email Messages into Folders

    Fucheng Zhu
    120-126
    DOI: https://doi.org/10.54097/hset.v34i.5432

  • Fashion Designer Application Based on Generative Adversarial Network

    Ziming Liu
    127-135
    DOI: https://doi.org/10.54097/hset.v34i.5434

  • Instrument Classification Using Different Machine Learning and Deep Learning Methods

    Yuqing Su
    136-142
    DOI: https://doi.org/10.54097/hset.v34i.5435

  • Algorithm Comparison on Email Spam Filtering Task

    Yixuan Li
    143-148
    DOI: https://doi.org/10.54097/hset.v34i.5436

  • Implementation of Music Genre Classifier Using KNN Algorithm

    Xuchuan Mu
    149-154
    DOI: https://doi.org/10.54097/hset.v34i.5439

  • Mobile Phone Price Prediction with Feature Reduction

    Menghan Chen
    155-162
    DOI: https://doi.org/10.54097/hset.v34i.5440

  • Fruit Classification based on ResNet and Attention Mechanism

    Miaorun Lin
    163-167
    DOI: https://doi.org/10.54097/hset.v34i.5441

  • Music Genre Classification Based on Machine Learning Methods

    Xundong Ma
    168-175
    DOI: https://doi.org/10.54097/hset.v34i.5443

  • Automatic Detection of Oranges Peel Based on the YOLOv5 Model

    Yukun Ma
    176-182
    DOI: https://doi.org/10.54097/hset.v34i.5444

  • The Improvement of Federated Learning in communication efficiency

    Yimeng Yang
    183-190
    DOI: https://doi.org/10.54097/hset.v34i.5446

  • Flappy Bird Game Based on the Deep Q Learning Neural Network

    Jiarui Gu, Yunhao Guo, Yushan Lam, Ziyou Benjamin Pu
    191-195
    DOI: https://doi.org/10.54097/hset.v34i.5448

  • Fashion-MNIST Classification Based on CNN Image Recognition

    Zhengliang Chen, Mingrui Lv, Shiqi Tian, Shangyuan Yin
    196-202
    DOI: https://doi.org/10.54097/hset.v34i.5463

  • The Application of Human Detection Based on YOLOv5

    Chengcheng Hou
    203-208
    DOI: https://doi.org/10.54097/hset.v34i.5464

  • Human Detection Based on YOLOv5 Network

    Wenbo Zhong
    209-217
    DOI: https://doi.org/10.54097/hset.v34i.5465

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

    Jianxi Chen
    218-221
    DOI: https://doi.org/10.54097/hset.v34i.5466

  • Flappy Bird Game Based on Reinforcement Learning Q-Learning Algorithm

    Zhenni He, Yi Zhang, Dingle Zhao
    222-225
    DOI: https://doi.org/10.54097/hset.v34i.5475

  • Detecting Collectable Resources on Computer Game Based on the Neural Network

    Qianhe Shen
    226-231
    DOI: https://doi.org/10.54097/hset.v34i.5476

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

    Jianzhe Cao, Chengxin Hu, Lingtong Kong, Zehao Yu
    232-237
    DOI: https://doi.org/10.54097/hset.v34i.5477

  • Deep Learning Based Text Classification Methods

    Zhaoguo Wang
    238-243
    DOI: https://doi.org/10.54097/hset.v34i.5478

  • Reinforcement Learning for Improving Flappy Bird Game

    Shiyao Wei
    244-249
    DOI: https://doi.org/10.54097/hset.v34i.5479

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

    Xinlu Dong, Xiaole Fan, Chenhao Sun, Zhengyang Xu
    250-254
    DOI: https://doi.org/10.54097/hset.v34i.5480

  • Movie Recommendation System Based on Traditional Recommendation Algorithm and CNN Model

    Haitao He, Zhifu Shang, Mingjie Wu, Yuling Zhang
    255-261
    DOI: https://doi.org/10.54097/hset.v34i.5481

  • News Short Text Classification Based on Bert Model and Fusion Model

    Hongyang Cui, Chentao Wang, Yibo Yu
    262-268
    DOI: https://doi.org/10.54097/hset.v34i.5482

  • CNN-based Model for Face Expression Recognition

    Kejun Guo, Shizhe Song, Qijia Yang
    269-274
    DOI: https://doi.org/10.54097/hset.v34i.5483

  • The Development of Image Classification Algorithms Based on CNNs

    Qichang Liu
    275-280
    DOI: https://doi.org/10.54097/hset.v34i.5484

  • Development of Semantic Segmentation Based on Deep Learning

    Yang Zhao
    281-288
    DOI: https://doi.org/10.54097/hset.v34i.5485

  • 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
    DOI: https://doi.org/10.54097/hset.v34i.5486

  • Research on Jewelry and Jade Precious Metal Inspection System Under Computer Virtual Reality Technology

    Li Shi, Hui Chi, Wei Wang, Yong Yu
    300-306
    DOI: https://doi.org/10.54097/hset.v34i.5487

  • 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
    DOI: https://doi.org/10.54097/hset.v34i.5488

  • Multi-task panoramic driving perception algorithm based on improved YOLOv5

    Xin Zeng, Yong Qi, Mingjun Liu
    314-325
    DOI: https://doi.org/10.54097/hset.v34i.5489

  • Composition analysis and identification of ancient glass products based on population forest-KNN algorithm

    Ziyuan Chen
    326-334
    DOI: https://doi.org/10.54097/hset.v34i.5490

  • Research on Behavior Recognition of Disyielding Pedestrians Based on LSTM

    Rui Zhang, Haosen Qin, Ling Wang, Ziyang Wu
    335-343
    DOI: https://doi.org/10.54097/hset.v34i.5491

  • Ancient glass classification based on random forest algorithm and decision tree model

    Zikai Wang, Yun Lu, Tianze Li
    344-351
    DOI: https://doi.org/10.54097/hset.v34i.5492

  • Study of UAVs in attempted formation flight based on pure azimuth passive positioning

    Yizhou Liu
    352-359
    DOI: https://doi.org/10.54097/hset.v34i.5493

  • Predicting Titanic Survivors by Using Machine Learning

    Yufan Ai
    360-367
    DOI: https://doi.org/10.54097/hset.v34i.5494

  • MBTI Personality Prediction Based on BERT Classification

    Hanwen Zhang
    368-374
    DOI: https://doi.org/10.54097/hset.v34i.5497

  • Cybersecurity and Ethereum Security Vulnerabilities Analysis

    Tingyu Ma
    375-381
    DOI: https://doi.org/10.54097/hset.v34i.5498

  • 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
    DOI: https://doi.org/10.54097/hset.v34i.5499

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

    Benjamin Hsin
    392-397
    DOI: https://doi.org/10.54097/hset.v34i.5500

  • Data visualisation analysis of online novel websites

    Meijuan Zhuo
    398-403
    DOI: https://doi.org/10.54097/hset.v34i.5501

  • Design of Deep Foundation Pit Support Scheme Based on Fuzzy Grey Correlation Projection Method

    Nan Zhang, Longyun Wei, Yongliang Han
    404-408
    DOI: https://doi.org/10.54097/hset.v34i.5502

  • Research on UAV formation based on UAV positioning technology and iterative algorithm

    Runze Yan, Haiyu Wang, Wenbo Wei
    409-418
    DOI: https://doi.org/10.54097/hset.v34i.5503

  • Cooperative Area Search Algorithm for Multi-UAVs in Uncertain Battlefield Environment

    Xinru Zhu, Yanyan Huang, Kaisheng Wang, Chengcai Cao
    419-429
    DOI: https://doi.org/10.54097/hset.v34i.5504

  • The Development of Image Classification Models Based on Computer Vision

    Lingtao Zeng
    430-434
    DOI: https://doi.org/10.54097/hset.v34i.5505

  • Glass composition analysis and identification model based on variance test

    Miao Wang, Yifan Zhang, Maotai Cheng
    435-442
    DOI: https://doi.org/10.54097/hset.v34i.5506

  • Glass weathering chemical composition prediction model

    Junchi Liao
    443-449
    DOI: https://doi.org/10.54097/hset.v34i.5513

  • 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
    DOI: https://doi.org/10.54097/hset.v34i.5521

  • Analysis of Scientific Research Hotspots in the Field of Artificial Intelligence

    Jianing Liu
    458-461
    DOI: https://doi.org/10.54097/hset.v34i.5523

  • Vascular Robotics procurement model based on dynamic programming

    Shanshan Yu, Jingtai Xiao, Ruiqi Su, Lingbo Liu
    462-469
    DOI: https://doi.org/10.54097/hset.v34i.5525

  • Chinese Spam Classification based on Deep Learning

    Zhengyang Chen
    470-475
    DOI: https://doi.org/10.54097/hset.v34i.5526