Network-wide traffic state estimation using a mixture Gaussian graphical model and graphical lasso

被引:0
|
作者
Hara, Yusuke [1 ]
Suzuki, Junpei [2 ]
Kuwahara, Masao [3 ]
机构
[1] Department of Civil Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, Japan
[2] East Japan Railway Company, 2-2-2, Yoyogi, Shibuya-ku, Tokyo, Japan
[3] Graduate School of Information Sciences, Tohoku University, 6-6-06, Aoba, Aoba-ku, Sendai,Miyagi, Japan
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Speed
引用
收藏
页码:622 / 638
相关论文
共 50 条
  • [1] Network-wide traffic state estimation using a mixture Gaussian graphical model and graphical lasso
    Hara, Yusuke
    Suzuki, Junpei
    Kuwahara, Masao
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2018, 86 : 622 - 638
  • [2] The cluster graphical lasso for improved estimation of Gaussian graphical models
    Tan, Kean Ming
    Witten, Daniela
    Shojaie, Ali
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2015, 85 : 23 - 36
  • [3] LEARNING GAUSSIAN GRAPHICAL MODELS USING DISCRIMINATED HUB GRAPHICAL LASSO
    Li, Zhen
    Bai, Jingtian
    Zhou, Weilian
    2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, : 2471 - 2475
  • [4] A note on the Lasso for Gaussian graphical model selection
    Meinshausen, Nicolai
    STATISTICS & PROBABILITY LETTERS, 2008, 78 (07) : 880 - 884
  • [5] GRAPHICAL LASSO FOR HIGH-DIMENSIONAL COMPLEX GAUSSIAN GRAPHICAL MODEL SELECTION
    Tugnait, Jitendra K.
    2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, : 2952 - 2956
  • [6] Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso
    Gibberd, Alexander J.
    Nelson, James D. B.
    JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2017, 26 (03) : 623 - 634
  • [7] Gaussian Mixture Graphical Lasso with Application to Edge Detection in Brain Networks
    Yin, Hang
    Liu, Xinyue
    Kong, Xiangnan
    2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2020, : 1430 - 1435
  • [8] Partial Gaussian Graphical Model Estimation
    Yuan, Xiao-Tong
    Zhang, Tong
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2014, 60 (03) : 1673 - 1687
  • [9] Finding Genetic network using Graphical Gaussian Model
    Bag, Abhishek
    Barman, Bandana
    Saha, Goutam
    IEEE REGION 10 COLLOQUIUM AND THIRD INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS, VOLS 1 AND 2, 2008, : 185 - +
  • [10] Network-Scale Traffic Modeling and Forecasting with Graphical Lasso
    Gao, Ya
    Sun, Shiliang
    Shi, Dongyu
    ADVANCES IN NEURAL NETWORKS - ISNN 2011, PT II, 2011, 6676 : 151 - 158