VISUAL ANALYTICS OF MULTIMODAL BIOLOGICAL DATA

被引:0
|
作者
Rohn, Hendrik [1 ]
Klukas, Christian [1 ]
Schreiber, Falk [1 ,2 ]
机构
[1] Leibniz Inst Plant Genet & Crop Plant Res IPK, Gatersleben, Germany
[2] Martin Luther Univ Halle Wittenberg, Inst Comp Sci, Halle, Germany
关键词
Visual analytics; Biological data; Integrative visualization; GENOMICS; KEGG; TOOL;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Biological data is measured in increasing quantity and quality, resulting in data describing biological systems from different perspectives. Based on data integration methods, visual data mining and visual analytics can be used to promote the understanding of combined biological data and facilitate the exploration process. In this paper a number of view types are presented and integrated into a comprehensive software tool, in order to support researchers in visualizing flexible combinations of multimodal biological data and to create integrated views on comprehensive datasets spanning multiple "omics" areas. A number of interaction techniques accompany these views, enabling the efficient exploration of the data.
引用
收藏
页码:256 / 261
页数:6
相关论文
共 50 条
  • [21] A Survey on the Visual Analytics for Data Ranking
    Zhou Z.
    Cheng A.
    Zhu S.
    Li G.
    Mei X.
    Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2021, 33 (12): : 1830 - 1840
  • [22] Data and Visual Analytics for Emerging Databases
    Leung, Carson K.
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON EMERGING DATABASES: TECHNOLOGIES, APPLICATIONS, AND THEORY, 2018, 461 : 203 - 213
  • [23] Visual analytics for the clustering capability of data
    LU ZhiMao
    LIU Chen
    ZHANG Qi
    ZHANG ChunXiang
    FAN DongMei
    YANG Peng
    Science China(Information Sciences), 2013, 56 (05) : 131 - 144
  • [24] Visual analytics towards big data
    Ren, Lei
    Du, Yi
    Ma, Shuai
    Zhang, Xiao-Long
    Dai, Guo-Zhong
    Ruan Jian Xue Bao/Journal of Software, 2014, 25 (09): : 1909 - 1936
  • [25] Visual analytics of cellular signaling data
    Li, Haisheng
    Wei, Yang
    Huang, Yuanjie
    Cai, Qiang
    Du, Junping
    MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (20) : 29447 - 29461
  • [26] Visual Analytics for Educational Data Analysis
    Kedaj, Zdenek
    Novakova, Lenka
    Popelinsky, Lubos
    PROCEEDINGS OF THE 8TH EUROPEAN CONFERENCE ON E-LEARNING, 2009, : 294 - 300
  • [27] Visual Analytics for High Dimensional Data
    Inselberg, Alfred
    Anthopoulos, Leonidas G.
    WWW'17 COMPANION: PROCEEDINGS OF THE 26TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB, 2017, : 1683 - 1687
  • [28] Visual Analytics for Root DNS Data
    Krokos, Eric
    Rowden, Alexander
    Whitley, Kirsten
    Varshney, Amitabh
    2018 IEEE SYMPOSIUM ON VISUALIZATION FOR CYBER SECURITY (VIZSEC 2018), 2018,
  • [29] YarnSense: Automated Data Storytelling for Multimodal Learning Analytics
    Fernández-Nieto, Gloria Milena (gloriamilena.fernandeznieto@monash.edu), 1600, CEUR-WS (3667):
  • [30] Multimodal Data Fusion in Learning Analytics: A Systematic Review
    Mu, Su
    Cui, Meng
    Huang, Xiaodi
    SENSORS, 2020, 20 (23) : 1 - 27