Degree of Differential Prioritization Prediction for Multiclass Molecular Classification

被引:0
|
作者
Ooi, Chia Huey [1 ]
Chetty, Madhu [1 ]
Teng, Shyh Wei [1 ]
机构
[1] Duke NUS Grad Med Sch Singapore, Singapore 169547, Singapore
来源
IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE | 2009年 / 28卷 / 04期
关键词
FEATURE-SELECTION; EXPRESSION; CANCER; DISCOVERY;
D O I
10.1109/MEMB.2009.932917
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
引用
收藏
页码:45 / 51
页数:7
相关论文
共 50 条
  • [31] An Approach towards Wavelet transform based Multiclass object classification
    Khare, Manish
    Singh, Alok Kumar
    Kumar, Rajneesh
    Khare, Ashish
    2013 SIXTH INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING (IC3), 2013, : 365 - 368
  • [32] Multiclass Microarray Data Classification Based on SA-ECOC
    Zhong Tianyun
    Wang Jiajun
    Liu Kunhong
    Wang Beizhan
    Hong Qingqi
    2017 10TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL. 1, 2017, : 434 - 437
  • [33] Discriminative Least Squares Regression for Multiclass Classification and Feature Selection
    Xiang, Shiming
    Nie, Feiping
    Meng, Gaofeng
    Pan, Chunhong
    Zhang, Changshui
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2012, 23 (11) : 1738 - 1754
  • [34] Stable feature selection and classification algorithms for multiclass microarray data
    Sebastian Student
    Krzysztof Fujarewicz
    Biology Direct, 7
  • [35] Characteristics of predictor sets found using differential prioritization
    Chia Huey Ooi
    Madhu Chetty
    Shyh Wei Teng
    Algorithms for Molecular Biology, 2
  • [36] Multiclass Image Classification using Multiscale Biorthogonal Wavelet Transform
    Prakash, Om
    Khare, Manish
    Srivastava, Rajneesh Kumar
    Khare, Ashish
    2013 IEEE SECOND INTERNATIONAL CONFERENCE ON IMAGE INFORMATION PROCESSING (ICIIP), 2013, : 131 - 135
  • [37] Multiclass Classification Based on Extended Support Vector Data Description
    Mu, Tingting
    Nandi, Asoke K.
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2009, 39 (05): : 1206 - 1216
  • [38] Optimal arrangements of hyperplanes for SVM-based multiclass classification
    Blanco, Victor
    Japon, Alberto
    Puerto, Justo
    ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, 2020, 14 (01) : 175 - 199
  • [39] ProGeM: a framework for the prioritization of candidate causal genes at molecular quantitative trait loci
    Stacey, David
    Fauman, Eric B.
    Ziemek, Daniel
    Sun, Benjamin B.
    Harshfield, Eric L.
    Wood, Angela M.
    Butterworth, Adam S.
    Suhre, Karsten
    Paul, Dirk S.
    NUCLEIC ACIDS RESEARCH, 2019, 47 (01)
  • [40] Prediction and prioritization of neoantigens: integration of RNA sequencing data with whole-exome sequencing
    Karasaki, Takahiro
    Nagayama, Kazuhiro
    Kuwano, Hideki
    Nitadori, Jun-ichi
    Sato, Masaaki
    Anraku, Masaki
    Hosoi, Akihiro
    Matsushita, Hirokazu
    Takazawa, Masaki
    Ohara, Osamu
    Nakajima, Jun
    Kakimi, Kazuhiro
    CANCER SCIENCE, 2017, 108 (02) : 170 - 177