Efficient use of unlabeled data for protein sequence classification: a comparative study

被引:0
|
作者
Pavel Kuksa
Pai-Hsi Huang
Vladimir Pavlovic
机构
[1] Rutgers University,Department of Computer Science
来源
关键词
Unlabeled Data; Neighboring Sequence; Remote Homology; String Kernel; ROC50 Score;
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
  • [1] Efficient use of unlabeled data for protein sequence classification: a comparative study
    Kuksa, Pavel
    Huang, Pai-Hsi
    Pavlovic, Vladimir
    [J]. BMC BIOINFORMATICS, 2009, 10
  • [2] Biological sequence classification utilizing positive and unlabeled data
    Xiao, Yuanyuan
    Segal, Mark R.
    [J]. BIOINFORMATICS, 2008, 24 (09) : 1198 - 1205
  • [3] A comparative study on the use of labeled and unlabeled data for large margin classifiers
    Takamura, H
    Okumura, M
    [J]. NATURAL LANGUAGE PROCESSING - IJCNLP 2004, 2005, 3248 : 456 - 465
  • [4] Efficient Feature Selection and Classification of Protein Sequence Data in Bioinformatics
    Iqbal, Muhammad Javed
    Faye, Ibrahima
    Samir, Brahim Belhaouari
    Said, Abas Md
    [J]. SCIENTIFIC WORLD JOURNAL, 2014,
  • [5] Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data
    Balikas, Georgios
    Partalas, Ioannis
    Gaussier, Eric
    Babbar, Rohit
    Amini, Massih-Reza
    [J]. ADVANCES IN INTELLIGENT DATA ANALYSIS XIV, 2015, 9385 : 25 - 36
  • [6] BINARY CLASSIFICATION ONLY FROM UNLABELED DATA BY ITERATIVE UNLABELED-UNLABELED CLASSIFICATION
    Kaji, Hirotaka
    Sugiyama, Masashi
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, : 3527 - 3531
  • [7] An efficient technique for protein sequence clustering and classification
    Vijay, PA
    Murty, MN
    Subramanian, DK
    [J]. PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, 2004, : 447 - 450
  • [8] A computational efficient algorithm for protein sequence classification
    Li, YM
    Lu, HM
    [J]. NANOTECH 2003, VOL 1, 2003, : 24 - 27
  • [9] ACTIVE LEARNING FOR EFFICIENT AUDIO ANNOTATION AND CLASSIFICATION WITH A LARGE AMOUNT OF UNLABELED DATA
    Wang, Yu
    Mendez, Ana Elisa Mendez
    Cartwright, Mark
    Bello, Juan Pablo
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, : 880 - 884
  • [10] The Use of Unlabeled Data versus Labeled Data for Stopping Active Learning for Text Classification
    Beatty, Garrett
    Kochis, Ethan
    Bloodgood, Michael
    [J]. 2019 13TH IEEE INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC), 2019, : 287 - 294