Vol. 41 (2023): 8th International Conference on Computer-Aided Design, Manufacturing, Modeling and Simulation (CDMMS 2023)

View Vol. 41 (2023): 8th International Conference on Computer-Aided Design, Manufacturing, Modeling and Simulation (CDMMS 2023)

January 14-15, 2023 | Busan, South Korea

Editors: Katherine Tate, Shiqi Duan

ISBN: 978-1-62437-683-2

Published: 30-03-2023

Preface

  • Preface: 8th International Conference on Computer-Aided Design, Manufacturing, Modeling and Simulation (CDMMS 2023)

    Katherine Tate, Shiqi Duan
    I
    DOI: https://doi.org/10.54097/hset.v41i.5630

Articles

  • "Internet + Standardization" University Waste Classification Market-oriented Operation Alliance Investigation and Research

    Shoucai Li, Lihao Wang, Fan Chen, Kaiyue Qu
    1-8
    DOI: https://doi.org/10.54097/hset.v41i.6735

  • The use of college students' suitcases and experimental design

    Yijia Yang
    9-16
    DOI: https://doi.org/10.54097/hset.v41i.6736

  • Discover two Neural Machine Translation model variables' effects on Chatbot's performance

    Youwei Wang
    17-22
    DOI: https://doi.org/10.54097/hset.v41i.6737

  • Analyzing the limitations of parallelism in hardware and software through threaded programming

    Chenyi Wang
    23-28
    DOI: https://doi.org/10.54097/hset.v41i.6738

  • Performance Analysis of Parallel Computing in Image Classification

    Yicong Hao
    29-34
    DOI: https://doi.org/10.54097/hset.v41i.6739

  • A Technical Comparison of YOLO-Based Chest Cancer Diagnosis Methods

    Juanlang Shi
    35-42
    DOI: https://doi.org/10.54097/hset.v41i.6740

  • Facial expression classification

    Zhuoyue Ren
    43-52
    DOI: https://doi.org/10.54097/hset.v41i.6741

  • Facial Expressions Recognitions with Supervised Contrastive Learning

    Xiaotian Wang
    53-64
    DOI: https://doi.org/10.54097/hset.v41i.6743

  • Advertising Coverage Prediction Based on grp-reach Dual Parameter Model

    Ting Jiang, Siben Li, Yujia Chen
    65-71
    DOI: https://doi.org/10.54097/hset.v41i.6744

  • Facial Expression Recognition with ViT Considering All Tokens towards More Informative Self-attention Outputs

    Haorui Song
    72-79
    DOI: https://doi.org/10.54097/hset.v41i.6745

  • Comparison of Different Depth of Convolutional Neural Network Deep and shallow CNN comparison based on FER-2013

    Hongxin Song
    80-86
    DOI: https://doi.org/10.54097/hset.v41i.6746

  • ML Classification Methods Comparison for Breast Cancer Diagnosis in Clinical Application Field

    Yuyan Lin
    87-92
    DOI: https://doi.org/10.54097/hset.v41i.6747

  • Object Removing via Multi-Column Gate Convolutional Neutral Network

    Haipeng Huang, Haikun Yuan
    93-100
    DOI: https://doi.org/10.54097/hset.v41i.6748

  • Facial Expression Recognition Based on Pruning Optimization Technology

    Chengyu Jia, Xinyi Li, Rui Qian, Huayu Sun
    101-110
    DOI: https://doi.org/10.54097/hset.v41i.6784

  • Mechanism and Optimizations of Aqueous Zinc-ion Battery

    Ziyu Mo
    111-116
    DOI: https://doi.org/10.54097/hset.v41i.6785

  • The design the Simulation of Smart Pet Home

    Kejun Liu, Haoran Wen, Zhaojun Wu
    117-125
    DOI: https://doi.org/10.54097/hset.v41i.6787

  • Social robot navigation in environments with different population density

    Jialu Yao
    126-134
    DOI: https://doi.org/10.54097/hset.v41i.6791

  • Genetic Algorithms for Coverage Path Planning using Mobile Robots

    Denghao Yu
    135-141
    DOI: https://doi.org/10.54097/hset.v41i.6798

  • System design of an intelligent sweeper robot

    Jiawei Jin, Qiyuan Qin
    142-150
    DOI: https://doi.org/10.54097/hset.v41i.6799

  • White Wine Quality Prediction and Feature Importance Analysis Based on Chemical Composition and Machine Learning Models

    Jialiang Yan
    151-157
    DOI: https://doi.org/10.54097/hset.v41i.6800

  • Advanced Deep Learning Approaches for Hate Speech Detection

    Qizheng Wang
    158-164
    DOI: https://doi.org/10.54097/hset.v41i.6801

  • Breast Cancer 6th Stage Prediction Based on Machine Learning Models

    Junpeng Yang
    165-169
    DOI: https://doi.org/10.54097/hset.v41i.6802

  • Machine Learning on Wine Quality: Prediction and Feature Importance Analysis

    Quanyue Xie
    170-174
    DOI: https://doi.org/10.54097/hset.v41i.6803

  • Ethereum: Introduction, Expectation, and Implementation

    Qichen Huang
    175-182
    DOI: https://doi.org/10.54097/hset.v41i.6804

  • A Time Series Data Regression Model Based on Multi-kernel KPCA Dimension Reduction and Bagging Algorithms

    Sitian Xu, Wenfeng Xu
    183-191
    DOI: https://doi.org/10.54097/hset.v41i.6806

  • Fashion Outfit Recommendation and Transformation Using Generative Adversarial Network Methods

    Xinyi Meng
    192-201
    DOI: https://doi.org/10.54097/hset.v41i.6809

  • Comparative Analysis the Super-Resolution Image Generation Performance Based on BigGAN and VQ-VAE-2

    Lingtao Cai
    202-210
    DOI: https://doi.org/10.54097/hset.v41i.6812

  • The Impacts of the Airflow System in the Shoe on the Foot Environment

    Mingshuo Li
    211-217
    DOI: https://doi.org/10.54097/hset.v41i.6814

  • Analysis of Wordle Game Mechanism Based on LSTM and MLP

    Yixi Zhou, Hanyang Cao, Xuanbo Jia
    218-225
    DOI: https://doi.org/10.54097/hset.v41i.6818

  • Effect of Heat Transfer Performance and Thermodynamic Analysis of Complex Structured Double-layer Microchannels Heat Sink

    Zenan Song
    226-231
    DOI: https://doi.org/10.54097/hset.v41i.6819

  • Application of Anti-wear Technology for Water-cooled Wall of CFB Boilers

    Changyu Zhao, Dongsheng Chen, Qiujia Wu, Wei Wang, Zichen Zhao, Xindong Liu
    232-241
    DOI: https://doi.org/10.54097/hset.v41i.6820

  • The Use of Big Data Technology in Distributed Photovoltaic Power Generation Operation and Management--Take China as an Example

    Tingxu Pu, Yitong Liu, Xina Leng, Chuanyong Pu
    242-249
    DOI: https://doi.org/10.54097/hset.v41i.6821

  • Composition Analysis and Category Prediction Model of Ancient Glass Based on Decision Tree

    Jieyin Chen
    250-257
    DOI: https://doi.org/10.54097/hset.v41i.6823

  • Process optimization of C4 olefins by ethanol coupling based on BP neural network and genetic algorithm

    Jiawei Yu, Wenxin Sun, Pengxu Qiu
    258-264
    DOI: https://doi.org/10.54097/hset.v41i.6825

  • Analysis and Identification of the Composition of Ancient Glass Objects Based on Logistic Regression Analysis

    Zhihao Chen, Jingmin Ji
    265-270
    DOI: https://doi.org/10.54097/hset.v41i.6830

  • Research on the Recommendation of Exercise Recovery Duration of Mobile Health APP

    Yue Yin, Yuxin Dong, Jiale Li, Sixuan Li
    271-278
    DOI: https://doi.org/10.54097/hset.v41i.6832

  • Component Analysis and Identification of Glass Products Based on Hierarchical Clustering and Naive Bayes

    Linna Tang, Mingjun Tang, Lingji Zhang
    279-286
    DOI: https://doi.org/10.54097/hset.v41i.6833

  • A Study on the Identification of Glass Artefacts Based on Multiple Logistic Regression

    Yujie Han
    287-291
    DOI: https://doi.org/10.54097/hset.v41i.6837

  • Study on Forest Planning Decision Based on Carbon Sequestration Model

    Cheng Zhong, Zhonghong Tao, Xiruo Zhang
    292-301
    DOI: https://doi.org/10.54097/hset.v41i.6838

  • Research on the Design Problem of Maximum Wave Energy Output Power

    Chaoyi Yang, Zihan Yang, Wentao Ji, Yan Lu
    302-309
    DOI: https://doi.org/10.54097/hset.v41i.6842

  • Research on Financing Efficiency of Manufacturing Enterprise Supply Chain——Empirical Analysis Based on the DEA Model

    Ning Yang
    310-317
    DOI: https://doi.org/10.54097/hset.v41i.6843

  • Research on the Analysis and Identification Model of Ancient Glass Composition Based on SVM Algorithm

    Zhi Tan, Luyang Wang, Shuai Cao, Haipeng Xu, Jiacheng Xu
    318-322
    DOI: https://doi.org/10.54097/hset.v41i.6844

  • Glass Cultural Relic Classification Based on Random Forest and Robust K-Means Algorithm

    Yifei Wang, Fuyu Jiang, Dongyang He
    323-330
    DOI: https://doi.org/10.54097/hset.v41i.6845

  • Glass Classification Method Based on K-Means++ Algorithm

    Yuhao Chen, Kun Ji
    331-339
    DOI: https://doi.org/10.54097/hset.v41i.6846

  • Composition Analysis of Glass Artefacts Based on Spearman's Coefficient and Fuzzy Correlation

    Chenglong Yang
    340-346
    DOI: https://doi.org/10.54097/hset.v41i.6847

  • Identification of Ancient Glass Components Based on Grey Correlation Analysis

    Ziqian Guo, Xiaohuan Wang, Yaoyi Hu
    347-352
    DOI: https://doi.org/10.54097/hset.v41i.6848

  • Machine Learning and Multiple Regression-Based Study of the Medicinal Properties of Food

    Jiasheng Zhou, Zhihong Fan, Wenxin Zhang
    353-362
    DOI: https://doi.org/10.54097/hset.v41i.6849

  • The design of a new genre game based on virtual reality

    Yudong He, Wuji Li, Zhongsheng Li
    363-370
    DOI: https://doi.org/10.54097/hset.v41i.6850

  • Application of VR In Game Design & Filmmaking

    Seunghyun Jeon, Xingyu Yang
    371-376
    DOI: https://doi.org/10.54097/hset.v41i.6851

  • Research on Optimal Riding Strategy Based on Improved Rider Power Position Analysis Model

    Longbao Xiang, Jianan Zhao
    377-386
    DOI: https://doi.org/10.54097/hset.v41i.6852