Evaluating the application of neural networks and fundamental analysis in the Australian stockmarket

被引:0
|
作者
Vanstone, BJ [1 ]
Finnie, GR [1 ]
Tan, CNW [1 ]
机构
[1] Bond Univ, Sch IT, Gold Coast, Qld, Australia
关键词
stockmarket trading; neural networks;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper evaluates the use of an artificial neural network within a stockmarket trading strategy. The neural network was previously developed by the same authors, and has been trained using fundamental, company specific data. This study sites the neural network within a trading context, and demonstrates it is capable of producing economically significant results after accounting for costs.
引用
收藏
页码:62 / 67
页数:6
相关论文
共 50 条
  • [31] Interval analysis for neural networks with application to fault detection
    Zhenhua WANG
    Youdao MA
    Song ZHU
    Thach Ngoc DINH
    Yi SHEN
    Science China(Information Sciences), 2024, 67 (11) : 222 - 237
  • [33] Application of artificial neural networks to downhole fluid analysis
    Hegeman, Peter
    Dong, Chengli
    Varotsis, Nikos
    Gaganis, Vassilis
    SPE Reservoir Evaluation and Engineering, 2009, 12 (01): : 8 - 13
  • [34] Application of fuzzy sets and neural networks in sensory analysis
    Tan, J
    Gao, X
    Gerrard, DE
    JOURNAL OF SENSORY STUDIES, 1999, 14 (02) : 119 - 138
  • [35] Application of neural networks to the analysis of motion in image sequences
    Filipe, V.
    Proenca, A.
    Bulas-Cruz, J.
    Informacion Tecnologica, 1999, 10 (04): : 51 - 59
  • [36] Application of neural networks to the electroencephalogram analysis for epilepsy detection
    Golovko, Vladimi A.
    Bezobrazova, Svetlana V.
    Bezobrazov, Sergei V.
    Rubanau, Uladzimir S.
    2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6, 2007, : 2706 - +
  • [37] The Application of BP Neural Networks to Analysis the National Vulnerability
    Zhao, Guodong
    Zhang, Yuewei
    Shi, Yiqi
    Lan, Haiyan
    Yang, Qing
    CMC-COMPUTERS MATERIALS & CONTINUA, 2019, 58 (02): : 421 - 436
  • [38] Application of wavelet neural networks in multivariate data analysis
    Khayamian, T
    Esteki, M
    Abbasi, A
    Progress in Chemometrics Research, 2005, : 37 - 41
  • [39] Application of neural networks to population pharmacokinetic data analysis
    Chow, HH
    Tolle, KM
    Roe, DJ
    Elsberry, V
    Chen, HC
    JOURNAL OF PHARMACEUTICAL SCIENCES, 1997, 86 (07) : 840 - 845
  • [40] An application of neural networks to sequence analysis and genre identification
    Bisant, D
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2005, 19 (02) : 199 - 215