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Volumn 31, Issue 2, 2006, Pages 329-336

A new hybrid data mining technique using a regression case based reasoning: Application to financial forecasting

Author keywords

Artificial intelligence; Case based reasoning; Data mining; Learning techniques; Neural network; Regression case based reasoning; Statistical methods

Indexed keywords

ARTIFICIAL INTELLIGENCE; FINANCIAL DATA PROCESSING; FORECASTING; NEURAL NETWORKS; REGRESSION ANALYSIS; STATISTICAL METHODS;

EID: 33748045826     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2005.09.053     Document Type: Article
Times cited : (60)

References (11)
  • 1
    • 0036874427 scopus 로고    scopus 로고
    • Chaotic analysis of predictability versus knowledge discovery techniques: Case study of the Polish stock market
    • Chun S.H., Kim K.J., and Kim S.H. Chaotic analysis of predictability versus knowledge discovery techniques: Case study of the Polish stock market. Expert Systems 19 5 (2002) 264-272
    • (2002) Expert Systems , vol.19 , Issue.5 , pp. 264-272
    • Chun, S.H.1    Kim, K.J.2    Kim, S.H.3
  • 2
    • 0037213043 scopus 로고    scopus 로고
    • Impact of momentum bias on forecasting through knowledge discovery techniques in the foreign exchange market
    • Chun S.H., and Kim S.H. Impact of momentum bias on forecasting through knowledge discovery techniques in the foreign exchange market. Expert Systems with Applications 24 (2003) 115-122
    • (2003) Expert Systems with Applications , vol.24 , pp. 115-122
    • Chun, S.H.1    Kim, S.H.2
  • 3
    • 0346961211 scopus 로고    scopus 로고
    • Data mining for financial prediction and trading: Application to single and multiple markets
    • Chun S.H., and Kim S.H. Data mining for financial prediction and trading: Application to single and multiple markets. Expert Systems with Applications 26 2/3 (2004) 131-139
    • (2004) Expert Systems with Applications , vol.26 , Issue.2-3 , pp. 131-139
    • Chun, S.H.1    Kim, S.H.2
  • 4
    • 5444276527 scopus 로고    scopus 로고
    • Automated generation of new knowledge to support managerial decision making: Case study in forecasting a stock market
    • Chun S.H., and Kim S.H. Automated generation of new knowledge to support managerial decision making: Case study in forecasting a stock market. Expert Systems 21 4 (2004) 192-207
    • (2004) Expert Systems , vol.21 , Issue.4 , pp. 192-207
    • Chun, S.H.1    Kim, S.H.2
  • 5
    • 13644257906 scopus 로고    scopus 로고
    • Dynamic adaptive ensemble case-based reasoning: Application to stock market prediction
    • Chun S.H., and Park Y.J. Dynamic adaptive ensemble case-based reasoning: Application to stock market prediction. Expert Systems with Application 28 3 (2005) 435-443
    • (2005) Expert Systems with Application , vol.28 , Issue.3 , pp. 435-443
    • Chun, S.H.1    Park, Y.J.2
  • 6
    • 85027095872 scopus 로고
    • Improving rule-based systems through case-based reasoning
    • Golding A.R., and Rosenbloom P.S. Improving rule-based systems through case-based reasoning. Proceedings of AAAI-91 1 (1991) 22-27
    • (1991) Proceedings of AAAI-91 , vol.1 , pp. 22-27
    • Golding, A.R.1    Rosenbloom, P.S.2
  • 7
    • 33748084471 scopus 로고    scopus 로고
    • Kim, S. H. (1995). Knowledge based prediction of nonlinear phenomena. Work paper, Graduate School of Management, KAIST, Seoul, Korea.
  • 8
    • 0000558764 scopus 로고    scopus 로고
    • Graded forecasting using an array of bipolar predictions: Application of probabilistic neural networks to a stock market index
    • Kim S.H., and Chun S.H. Graded forecasting using an array of bipolar predictions: Application of probabilistic neural networks to a stock market index. International Journal of Forecasting 14 (1998) 323-337
    • (1998) International Journal of Forecasting , vol.14 , pp. 323-337
    • Kim, S.H.1    Chun, S.H.2
  • 11
    • 0025494269 scopus 로고
    • Concept learning and heuristic classification in weak-theory domains
    • Porter B.W., Porter B.W., Bareiss R., and Holte R.C. Concept learning and heuristic classification in weak-theory domains. Artificial Intelligence 45 1-2 (1990) 229-263
    • (1990) Artificial Intelligence , vol.45 , Issue.1-2 , pp. 229-263
    • Porter, B.W.1    Porter, B.W.2    Bareiss, R.3    Holte, R.C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.