Biclustering Analysis on Class Discovery From Gene Expression Data

被引:0
|
作者
Anitha, S. [1 ]
Chandran, C. P. [2 ]
机构
[1] Bharathiar Univ, Coimbatore, Tamil Nadu, India
[2] Ayya Nadar Janaki Ammal Coll, Comp Sci, Sivakasi, India
关键词
Data Mining; Biclustering; Gene Expression Data;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The objective of this work "Biclustering Analysis on Class Discovery from Gene Expression Data", is to analysis biclustering techniques of data mining to create new algorithm and to improve the existing algorithm in order to apply them to some of the issues in Gene Expression Data such as Class Discovery to minimize the complexities involved in providing solutions to them. In this work an algorithm is proposed Enhanced Coupled Two-Way Clustering Algorithm (ECTWCA) for Class Discovery from Gene Expression Data. Biclustering approaches adopted in this work identifies coherent patterns known as scaling and shifting patterns from high dimensional Gene Expression Data.
引用
收藏
页码:55 / 60
页数:6
相关论文
共 50 条
  • [1] On Biclustering of Gene Expression Data
    Mukhopadhyay, Anirban
    Maulik, Ujjwal
    Bandyopadhyay, Sanghamitra
    CURRENT BIOINFORMATICS, 2010, 5 (03) : 204 - 216
  • [2] On Biclustering of Gene Expression Data
    Mounir, Mahmoud
    Hamdy, Mohamed
    2015 IEEE SEVENTH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INFORMATION SYSTEMS (ICICIS), 2015, : 641 - 648
  • [3] Biclustering On Gene Expression Data
    Shruthi, M. P.
    2017 INTERNATIONAL CONFERENCE ON ALGORITHMS, METHODOLOGY, MODELS AND APPLICATIONS IN EMERGING TECHNOLOGIES (ICAMMAET), 2017,
  • [4] A comparative analysis of biclustering algorithms for gene expression data
    Eren, Kemal
    Deveci, Mehmet
    Kucuktunc, Onur
    Catalyurek, Umit V.
    BRIEFINGS IN BIOINFORMATICS, 2013, 14 (03) : 279 - 292
  • [5] Class discovery analysis of the lung cancer gene expression data
    Ptitsyn, A
    DNA AND CELL BIOLOGY, 2004, 23 (10) : 715 - 721
  • [6] Bayesian biclustering of gene expression data
    Jiajun Gu
    Jun S Liu
    BMC Genomics, 9
  • [7] Biclustering in gene expression data by tendency
    Liu, JZ
    Yang, J
    Wang, W
    2004 IEEE COMPUTATIONAL SYSTEMS BIOINFORMATICS CONFERENCE, PROCEEDINGS, 2004, : 182 - 193
  • [8] Bayesian biclustering of gene expression data
    Gu, Jiajun
    Liu, Jun S.
    BMC GENOMICS, 2008, 9 (Suppl 1)
  • [9] Class Aware Exemplar Discovery from Microarray Gene Expression Data
    Sharma, Shivani
    Agrawal, Abhinna
    Patel, Dhaval
    BIG DATA ANALYTICS, BDA 2015, 2015, 9498 : 244 - 257
  • [10] Biclustering of Linear Patterns In Gene Expression Data
    Gao, Qinghui
    Ho, Christine
    Jia, Yingmin
    Li, Jingyi Jessica
    Huang, Haiyan
    JOURNAL OF COMPUTATIONAL BIOLOGY, 2012, 19 (06) : 619 - 631