A Facile machine learning multi-classification model for Streptococcus agalactiae clonal complexes

被引:0
|
作者
Jingxian Liu
Jing Zhao
Chencui Huang
Jingxu Xu
Wei Liu
Jiajia Yu
Hongyan Guan
Ying Liu
Lisong Shen
机构
[1] Xin Hua Hospital,Department of Clinical Laboratory
[2] Shanghai Jiao Tong University School of Medicine,Department of Research Collaboration
[3] R&D Center,Faculty of Medical Laboratory Sciences
[4] Beijing Deepwise & League of PHD Technology Co.,undefined
[5] Ltd,undefined
[6] Shanghai Jiao Tong University School of Medicine,undefined
关键词
Multilocus sequence typing; Clonal complex; Machine learning;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] A Facile machine learning multi-classification model for Streptococcus agalactiae clonal complexes
    Liu, Jingxian
    Zhao, Jing
    Huang, Chencui
    Xu, Jingxu
    Liu, Wei
    Yu, Jiajia
    Guan, Hongyan
    Liu, Ying
    Shen, Lisong
    ANNALS OF CLINICAL MICROBIOLOGY AND ANTIMICROBIALS, 2022, 21 (01)
  • [2] Machine Learning for Multi-Classification of Botnets Attacks
    Tran, Thanh Cong
    Dang, Tran Khanh
    PROCEEDINGS OF THE 2022 16TH INTERNATIONAL CONFERENCE ON UBIQUITOUS INFORMATION MANAGEMENT AND COMMUNICATION (IMCOM 2022), 2022,
  • [3] A hierarchical stacking extreme learning machine for multi-classification
    Zhao, Zhibiao
    Zhao, Pengcheng
    Zhou, Qi
    2020 CHINESE AUTOMATION CONGRESS (CAC 2020), 2020, : 4176 - 4181
  • [4] Sparse Bayesian Extreme Learning Machine for Multi-classification
    Luo, Jiahua
    Vong, Chi-Man
    Wong, Pak-Kin
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2014, 25 (04) : 836 - 843
  • [5] Transfer Learning for Malware Multi-Classification
    Al Kadri, Mohamad
    Nassar, Mohamed
    Safa, Haidar
    IDEAS '19: PROCEEDINGS OF THE 23RD INTERNATIONAL DATABASE APPLICATIONS & ENGINEERING SYMPOSIUM (IDEAS 2019), 2019, : 151 - 157
  • [6] Multi-Classification Combination Algorithm Based on Logit Model and Support Vector Machine
    Zhang, Xinlei
    Li, Menggang
    Zhang, Zuoquan
    RESOURCES AND SUSTAINABLE DEVELOPMENT, PTS 1-4, 2013, 734-737 : 2978 - +
  • [7] A novel multi-classification intrusion detection model based on relevance vector machine
    Jiang, Jianguo
    Jing, Xiang
    Lv, Bin
    Li, Meimei
    2015 11TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2015, : 303 - 307
  • [8] Improved Support Vector Machine Multi-classification Algorithm
    Zhu, Yanwei
    Zhang, Yongli
    Lin, Shufei
    Sun, Xiujuan
    Zhang, Qiuna
    Liu, Xiaohong
    INFORMATION COMPUTING AND APPLICATIONS, PT 2, 2010, 106 : 119 - +
  • [9] Multi-classification of national fitness test grades based on statistical analysis and machine learning
    Yang, Qian
    Wang, Xueli
    Cao, Xianbing
    Liu, Shuai
    Xie, Feng
    Li, Yumei
    PLOS ONE, 2023, 18 (12):
  • [10] TextCNN-based ensemble learning model for Japanese Text Multi-classification
    Chen, Hua
    Zhang, Zepeng
    Huang, Shiting
    Hu, Jiayu
    Ni, Wenlong
    Liu, Jianming
    COMPUTERS & ELECTRICAL ENGINEERING, 2023, 109