Using the genetic algorithm to enhance nonnegative matrix factorization initialization

被引：0
|
作者：
Faculty of Computer Engineering, University of Sistan and Baluchestan, Zahedan, Iran [1 ]
不详 [2 ]
机构：
来源：
Expert Syst | / 3卷 / 213-219期
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Genetic algorithms
引用
收藏
相关论文
共 50 条
  • [21] A convergent algorithm for orthogonal nonnegative matrix factorization
    Mirzal, Andri
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2014, 260 : 149 - 166
  • [22] A HYBRID ITERATIVE ALGORITHM FOR NONNEGATIVE MATRIX FACTORIZATION
    Soltuz, Stefan M.
    Wang, Wenwu
    Jackson, Philip J. B.
    2009 IEEE/SP 15TH WORKSHOP ON STATISTICAL SIGNAL PROCESSING, VOLS 1 AND 2, 2009, : 409 - 412
  • [23] Nonnegative Matrix Factorization Using Nonnegative Polynomial Approximations
    Debals, Otto
    Van Barel, Marc
    De Lathauwer, Lieven
    IEEE SIGNAL PROCESSING LETTERS, 2017, 24 (07) : 948 - 952
  • [24] Data Reduction Algorithm Using Nonnegative Matrix Factorization with Nonlinear Constraints
    Sembiring, Pasukat
    INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICONICT), 2017, 930
  • [25] A Review on Initialization Methods for Nonnegative Matrix Factorization: Towards Omics Data Experiments
    Esposito, Flavia
    MATHEMATICS, 2021, 9 (09)
  • [26] An Endmember Initialization Scheme for Nonnegative Matrix Factorization and Its Application in Hyperspectral Unmixing
    Cao, Jingjing
    Zhuo, Li
    Tao, Haiyan
    ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2018, 7 (05):
  • [27] Improved SVD-based initialization for nonnegative matrix factorization using low-rank correction
    Atif, Syed Muhammad
    Qazi, Sameer
    Gillis, Nicolas
    PATTERN RECOGNITION LETTERS, 2019, 122 : 53 - 59
  • [28] Slope One algorithm based on nonnegative matrix factorization
    Dong L.-Y.
    Jin J.-H.
    Fang Y.-C.
    Wang Y.-Q.
    Li Y.-L.
    Sun M.-H.
    Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2019, 53 (07): : 1349 - 1353and1362
  • [29] CASNMF: A Converged Algorithm for symmetrical nonnegative matrix factorization
    Tian, Li-Ping
    Luo, Ping
    Wang, Haiying
    Zheng, Huiru
    Wu, Fang-Xiang
    NEUROCOMPUTING, 2018, 275 : 2031 - 2040
  • [30] Distributed Nonnegative Matrix Factorization with HALS Algorithm on MapReduce
    Zdunek, Rafal
    Fonal, Krzysztof
    ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2017, 2017, 10393 : 211 - 222
12345