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Volumn , Issue , 2008, Pages 69-73

Optimal artificial neural network topology for foreign exchange forecasting

Author keywords

Artificial neural networks; Foreign exchange; Optimal topology

Indexed keywords

ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORK TOPOLOGY; CURRENCY MARKETS; DATA SAMPLE; EMPIRICAL RESULTS; FINANCIAL TIME SERIES; FOREIGN EXCHANGE; FOREIGN EXCHANGE MARKETS; FOREIGN EXCHANGE RATES; LINEAR METHODS; MARKET BEHAVIOR; NEURAL NETWORK MODEL; NON-LINEARITY; OPTIMAL TOPOLOGIES; RESEARCH REPORTS; SHORT TERM PREDICTION; TECHNICAL INDICATOR; TRADE VOLUME;

EID: 70450069620     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1593105.1593121     Document Type: Conference Paper
Times cited : (14)

References (17)
  • 1
    • 0003523678 scopus 로고
    • Intelligence Systems for Business, Expert Systems with Neural Networks
    • wodsworth Publishing Inc
    • Zahedi, F., "Intelligence Systems for Business, Expert Systems with Neural Networks", wodsworth Publishing Inc., 1993.
    • (1993)
    • Zahedi, F.1
  • 3
    • 0003971092 scopus 로고
    • An investigation of the use of feed forward neural network for forecasting
    • PhD Thesis, Kent State University, Kent, USA
    • S. Kang, "An investigation of the use of feed forward neural network for forecasting", PhD Thesis, Kent State University, Kent, USA, (1991).
    • (1991)
    • Kang, S.1
  • 6
    • 70450102645 scopus 로고    scopus 로고
    • "Trading forex site". http://www.easy-forex. com/en/Forex.FinancialCalendar.aspx
    • Trading forex site
  • 7
    • 70450007682 scopus 로고    scopus 로고
    • A case study on using neural networks to perform technical forecasting of forex
    • Yao, J. & Tan, C. L, "A case study on using neural networks to perform technical forecasting of forex. Neurocomputing", 31, 81-99, 2000
    • (2000) Neurocomputing , vol.31 , pp. 81-99
    • Yao, J.1    Tan, C.L.2
  • 11
    • 0347354955 scopus 로고    scopus 로고
    • Entropy and predictability of stock market returns
    • Esfandiar Maasoumi, "Entropy and predictability of stock market returns", Journal of Econometrics , pp. 280-330, 2002
    • (2002) Journal of Econometrics , pp. 280-330
    • Maasoumi, E.1
  • 12
    • 70450102646 scopus 로고    scopus 로고
    • "Forex information site". http://www.webtrading.com/downloads/ forexmanual.pdf
    • Forex information site
  • 13
    • 70450108371 scopus 로고    scopus 로고
    • "Math Lab help". http://ww.mathworks.com/access/helpdesk/help/ toolbox/nnet/nnet .html
    • Math Lab help
  • 14
    • 0000032342 scopus 로고    scopus 로고
    • How effective are neural networks at forecasting and prediction? A review and evaluation
    • Adya, M. & Collopy, F., "How effective are neural networks at forecasting and prediction? A review and evaluation", Journal of Forecasting, 17, 481-495. (1998).
    • (1998) Journal of Forecasting , vol.17 , pp. 481-495
    • Adya, M.1    Collopy, F.2
  • 15
    • 70450102645 scopus 로고    scopus 로고
    • "Trading forex site". http://www.easy-forex. com/en/Forex.FinancialCalendar.aspx
    • Trading forex site
  • 16
    • 0030110883 scopus 로고    scopus 로고
    • Time series forecasting by combining RBF networks, certainty factors, and the Box-Jenkins model. Neuro computing, 10, 149-168, 1996. [17] James D Thomas,
    • PhD Thesis, Graduate School of Industrial Carnegie Mellon University, January
    • Wedding, D. K. & Cios, K. J., "Time series forecasting by combining RBF networks, certainty factors, and the Box-Jenkins model. Neuro computing, 10, 149-168, 1996. [17] James D Thomas, "News and Trading Rules" ,PhD Thesis, Graduate School of Industrial Carnegie Mellon University, January 2003.
    • (2003) News and Trading Rules
    • Wedding, D.K.1    Cios, K.J.2
  • 17
    • 70450112845 scopus 로고    scopus 로고
    • Kaastra and M. Boyd, Designing a neural network for forecasting financial and economic time series. Neuro computing, April 26, 2002.
    • Kaastra and M. Boyd, "Designing a neural network for forecasting financial and economic time series. Neuro computing", April 26, 2002.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.