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Volumn 29, Issue 2, 2008, Pages 129-137

Knowledge discovery in corporate events by neural network rule extraction

Author keywords

Computational finance; Corporate events; Knowledge discovery; Neural network

Indexed keywords

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; EXTRACTION; IMAGE CLASSIFICATION; KNOWLEDGE BASED SYSTEMS; LAWS AND LEGISLATION; VEGETATION;

EID: 49049117332     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10489-007-0053-3     Document Type: Article
Times cited : (6)

References (30)
  • 1
    • 84993919451 scopus 로고
    • Price reactions to dividend initiations and omissions: Overreaction or drift
    • R Michaely RH Thaler KL Womack 1995 Price reactions to dividend initiations and omissions: overreaction or drift J Financ 50 573 608
    • (1995) J Financ , vol.50 , pp. 573-608
    • Michaely, R.1    Thaler, R.H.2    Womack, K.L.3
  • 2
    • 0042170110 scopus 로고    scopus 로고
    • The long-run performance following dividend initiations and resumptions: Underreaction or product of chance
    • 2
    • RD Boehme SM Sorescu 2002 The long-run performance following dividend initiations and resumptions: underreaction or product of chance J Financ 57 2 871 900
    • (2002) J Financ , vol.57 , pp. 871-900
    • Boehme, R.D.1    Sorescu, S.M.2
  • 4
    • 0000612260 scopus 로고
    • Market underreaction to open market share repurchases
    • D Ikenberry J Lakonishok T Vermaelen 1995 Market underreaction to open market share repurchases J Financ Econ 39 181 208
    • (1995) J Financ Econ , vol.39 , pp. 181-208
    • Ikenberry, D.1    Lakonishok, J.2    Vermaelen, T.3
  • 5
    • 0009430065 scopus 로고
    • The valuation effects of stock splits and stock dividends
    • MS Grinblatt RW Masulis S Titman 1984 The valuation effects of stock splits and stock dividends J Financ Econ 13 461 490
    • (1984) J Financ Econ , vol.13 , pp. 461-490
    • Grinblatt, M.S.1    Masulis, R.W.2    Titman, S.3
  • 7
    • 0041075295 scopus 로고    scopus 로고
    • Profitability of momentum strategies: An evaluation of alternative explanations
    • N Jegadeesh S Titman 2001 Profitability of momentum strategies: an evaluation of alternative explanations J Financ 56 699 720
    • (2001) J Financ , vol.56 , pp. 699-720
    • Jegadeesh, N.1    Titman, S.2
  • 8
    • 84993907227 scopus 로고
    • Returns to buying winners and selling losers: Implications for stock market efficiency
    • N Jegadeesh S Titman 1993 Returns to buying winners and selling losers: Implications for stock market efficiency J Financ 48 65 91
    • (1993) J Financ , vol.48 , pp. 65-91
    • Jegadeesh, N.1    Titman, S.2
  • 10
    • 8744258405 scopus 로고    scopus 로고
    • A theory of overconfidence, self-attribution, and market under- and over-reactions
    • KD Daniel D Hirshleifer A Subrahmanyam 1998 A theory of overconfidence, self-attribution, and market under- and over-reactions J Financ 53 1839 1885
    • (1998) J Financ , vol.53 , pp. 1839-1885
    • Daniel, K.D.1    Hirshleifer, D.2    Subrahmanyam, A.3
  • 11
    • 0012166025 scopus 로고    scopus 로고
    • A unified theory of underreaction, momentum trading, and overreaction in asset markets
    • H Hong J Stein 1999 A unified theory of underreaction, momentum trading, and overreaction in asset markets J Financ 54 2143 2184
    • (1999) J Financ , vol.54 , pp. 2143-2184
    • Hong, H.1    Stein, J.2
  • 13
    • 0346207692 scopus 로고    scopus 로고
    • Market efficiency, long-term returns, and behavioral finance
    • E Fama 1998 Market efficiency, long-term returns, and behavioral finance J Financ Econ 49 283 306
    • (1998) J Financ Econ , vol.49 , pp. 283-306
    • Fama, E.1
  • 14
    • 0036565303 scopus 로고    scopus 로고
    • Extraction of rules from artificial neural networks for nonlinear regression
    • 3
    • R Setiono L Kheng J Zurada 2002 Extraction of rules from artificial neural networks for nonlinear regression IEEE Trans Neural Netw 13 3 564 577
    • (2002) IEEE Trans Neural Netw , vol.13 , pp. 564-577
    • Setiono, R.1    Kheng, L.2    Zurada, J.3
  • 18
    • 0035391531 scopus 로고    scopus 로고
    • Statistical inference, the bootstrap, and neural-network modeling with application to foreign exchange rates
    • 4
    • H White J Racine 2001 Statistical inference, the bootstrap, and neural-network modeling with application to foreign exchange rates IEEE Trans Neural Netw 12 4 657 673
    • (2001) IEEE Trans Neural Netw , vol.12 , pp. 657-673
    • White, H.1    Racine, J.2
  • 19
    • 0035392123 scopus 로고    scopus 로고
    • Semiparametric arx neural-network models with an application to forecasting inflation
    • 4
    • X Chen J Racine NR Swanson 2001 Semiparametric arx neural-network models with an application to forecasting inflation IEEE Trans Neural Netw 12 4 674 683
    • (2001) IEEE Trans Neural Netw , vol.12 , pp. 674-683
    • Chen, X.1    Racine, J.2    Swanson, N.R.3
  • 20
    • 0035391630 scopus 로고    scopus 로고
    • Risk-neutral density extraction from option prices: Improved pricing with mixture density networks
    • 4
    • C Schittenkopf G Dorffner 2001 Risk-neutral density extraction from option prices: improved pricing with mixture density networks IEEE Trans Neural Netw 12 4 716 725
    • (2001) IEEE Trans Neural Netw , vol.12 , pp. 716-725
    • Schittenkopf, C.1    Dorffner, G.2
  • 21
    • 0035391107 scopus 로고    scopus 로고
    • Pricing and hedging derivative securities with neural networks: Bayesian regularization, early stopping, and bagging
    • 4
    • R Gencay M Qi 2001 Pricing and hedging derivative securities with neural networks: Bayesian regularization, early stopping, and bagging IEEE Trans Neural Netw 12 4 726 734
    • (2001) IEEE Trans Neural Netw , vol.12 , pp. 726-734
    • Gencay, R.1    Qi, M.2
  • 22
    • 0029484103 scopus 로고
    • Survey and critique of techniques for extracting rules from trained artificial neural networks
    • 6
    • R Andrews J Diederich AB Tickle 1995 Survey and critique of techniques for extracting rules from trained artificial neural networks Knowl-Based Syst 8 6 373 389
    • (1995) Knowl-Based Syst , vol.8 , pp. 373-389
    • Andrews, R.1    Diederich, J.2    Tickle, A.B.3
  • 23
    • 21844488118 scopus 로고
    • Rule extraction: From neural architecture to symbolic representation
    • 1
    • G Carpenter A-H Tan 1995 Rule extraction: from neural architecture to symbolic representation Connect Sci 7 1 3 28
    • (1995) Connect Sci , vol.7 , pp. 3-28
    • Carpenter, G.1    Tan, A.-H.2
  • 24
    • 0032208720 scopus 로고    scopus 로고
    • The truth will come to light: Directions and challenges in extracting the knowledge embedded within trained artificial neural networks
    • 6
    • A Tickle R Andrews Golea J Diederich 1998 The truth will come to light: directions and challenges in extracting the knowledge embedded within trained artificial neural networks IEEE Trans Neural Netw 9 6 1057 1068
    • (1998) IEEE Trans Neural Netw , vol.9 , pp. 1057-1068
    • Tickle, A.1    Andrews, R.2    Golea3    Diederich, J.4
  • 25
    • 0033343363 scopus 로고    scopus 로고
    • ANN-DT: An algorithm for extraction of decision trees from artificial neural networks
    • 6
    • G Schmitz C Aldrich F Gouws 1999 ANN-DT: an algorithm for extraction of decision trees from artificial neural networks IEEE Trans Neural Netw 10 6 1392 1402
    • (1999) IEEE Trans Neural Netw , vol.10 , pp. 1392-1402
    • Schmitz, G.1    Aldrich, C.2    Gouws, F.3
  • 26
    • 8344248721 scopus 로고    scopus 로고
    • Knowledge based descriptive neural networks
    • Yao JT (2003) Knowledge based descriptive neural networks. In: Lecture notes in computer science, vol 2639, pp 430-436
    • (2003) Lecture Notes in Computer Science , vol.2639 , pp. 430-436
    • Yao, J.T.1
  • 27
    • 1642327509 scopus 로고    scopus 로고
    • Rule extraction: Using neural networks or for neural networks
    • 2
    • ZH Zhou 2004 Rule extraction: using neural networks or for neural networks J Comput Sci Technol 19 2 249 253
    • (2004) J Comput Sci Technol , vol.19 , pp. 249-253
    • Zhou, Z.H.1
  • 29
    • 0031097135 scopus 로고    scopus 로고
    • Detecting long-run abnormal stock returns: The empirical power and specifications of test statistics
    • B Barber J Lyon 1997 Detecting long-run abnormal stock returns: the empirical power and specifications of test statistics J Financ Econ 43 341 372
    • (1997) J Financ Econ , vol.43 , pp. 341-372
    • Barber, B.1    Lyon, J.2
  • 30
    • 0009885154 scopus 로고    scopus 로고
    • Improved methods for tests of long-run abnormal stock returns
    • J Lyon B Barber C-L Tsai 1999 Improved methods for tests of long-run abnormal stock returns J Financ 54 165 201
    • (1999) J Financ , vol.54 , pp. 165-201
    • Lyon, J.1    Barber, B.2    Tsai, C.-L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.