Principled selection of hyperparameters in the latent dirichlet allocation model

被引：0
|
作者：
机构：
[1] George, Clint P.
[2] Doss, Hani
来源：
| 2018年 / Microtome Publishing卷 / 18期
关键词：
Bayesian networks - Inference engines - Markov processes - Statistics - Maximum likelihood estimation;
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
  • [41] Crowd labeling latent Dirichlet allocation
    Pion-Tonachini, Luca
    Makeig, Scott
    Kreutz-Delgado, Ken
    KNOWLEDGE AND INFORMATION SYSTEMS, 2017, 53 (03) : 749 - 765
  • [42] The Auto Annotation Latent Dirichlet Allocation
    Xiang, Yingzhuo
    Yang, Dongmei
    Yan, Jikun
    PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INFORMATION SCIENCES, MACHINERY, MATERIALS AND ENERGY (ICISMME 2015), 2015, 126 : 1908 - 1911
  • [43] iLDA: An interactive latent Dirichlet allocation model to improve topic quality
    Liu, Yezheng
    Du, Fei
    Sun, Jianshan
    Jiang, Yuanchun
    JOURNAL OF INFORMATION SCIENCE, 2020, 46 (01) : 23 - 40
  • [44] A Zero-Inflated Latent Dirichlet Allocation Model for Microbiome Studies
    Deek, Rebecca A.
    Li, Hongzhe
    FRONTIERS IN GENETICS, 2021, 11
  • [45] Language Model Adaptation Based on Topic Probability of Latent Dirichlet Allocation
    Jeon, Hyung-Bae
    Lee, Soo-Young
    ETRI JOURNAL, 2016, 38 (03) : 487 - 493
  • [46] A text classification model constructed by Latent Dirichlet Allocation and Deep Learning
    Liu, Yu
    Jin, Zhengping
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, CHEMISTRY AND COMPUTER ENGINEERING 2015 (ICMMCCE 2015), 2015, 39 : 2501 - 2504
  • [47] Blind Image Quality Assessment Using Latent Dirichlet Allocation Model
    Luo, Wang
    Zhang, Tianbing
    MECHANICAL ENGINEERING, MATERIALS AND ENERGY III, 2014, 483 : 594 - 598
  • [48] Human Action Recognition Using Labeled Latent Dirichlet Allocation Model
    Yang, Jiahui
    Chen, Changhong
    Gan, Zongliang
    Zhu, Xiuchang
    2013 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP 2013), 2013,
  • [49] Understanding Individualization Driving States via Latent Dirichlet Allocation Model
    Chen, Zhijun
    Zhang, Yishi
    Wu, Chaozhong
    Ran, Bin
    IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2019, 11 (02) : 41 - 53
  • [50] Evaluation of text semantic features using latent dirichlet allocation model
    Zhou C.
    Li N.
    Zhang C.
    Yang X.
    International Journal of Performability Engineering, 2020, 16 (06) : 968 - 978
12345