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Volumn 5012 LNAI, Issue , 2008, Pages 932-937

The application of echo state network in stock data mining

Author keywords

Echo state network; Neural networks; Short term price prediction; Stock data mining

Indexed keywords

DATA MINING; DATA REDUCTION; DATABASE SYSTEMS; INVENTORY CONTROL; TIME SERIES ANALYSIS;

EID: 44649145244     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-68125-0_95     Document Type: Conference Paper
Times cited : (9)

References (10)
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  • 2
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    • Tan, T.Z., Quek, C., Geok See, N.G.: Biological brain-inspired genetic complementary learning for stock market and bank failure prediction. Computational Intelligence 23(2), 236-261 (2007)
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  • 3
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    • Harnessing Nolinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communications
    • Jaeger, H., Haas, H.: Harnessing Nolinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communications. Science 3 (2004)
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  • 5
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    • Optimization of Parameters of Echo State Network and Its Application to Underwater Robot
    • Ishii, K., van der Zant, T., Becanovic, V., Ploger, P.: Optimization of Parameters of Echo State Network and Its Application to Underwater Robot. In: SICE Annual Conference in Sapporo, vol. 3, pp. 2800-2805 (2004)
    • (2004) SICE Annual Conference in Sapporo , vol.3 , pp. 2800-2805
    • Ishii, K.1    van der Zant, T.2    Becanovic, V.3    Ploger, P.4
  • 6
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    • Optimization and applications of echo State networks with leaky integrator neurons
    • Jaeger, H., Lukosevicius, M., Popovici, D.: Optimization and applications of echo State networks with leaky integrator neurons. Neural Networks 20, 335-352 (2007)
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    • Jaeger, H.1    Lukosevicius, M.2    Popovici, D.3
  • 7
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    • Automatic speech recognition, using a predictive echo state network classifier
    • Skowronski, M.D., Harris, J.G.: Automatic speech recognition, using a predictive echo state network classifier. Neural Networks 20, 414-423 (2007)
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    • Skowronski, M.D.1    Harris, J.G.2
  • 8
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    • The Echo State Approach to Analyzing and Training Recurrent Neural Networks GMD-German National Research Institute for Computer Science, vol
    • Jaeger, H.: The Echo State Approach to Analyzing and Training Recurrent Neural Networks GMD-German National Research Institute for Computer Science, vol. GMD Report 148 (2001)
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  • 9
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  • 10
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    • Stock market prediction with multiple classifiers
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.