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Volumn 16, Issue 2, 2014, Pages 173-183

DRSA-based neuro-fuzzy inference systems for the financial performance prediction of commercial banks

Author keywords

Artificial neural network (ANN); Dominance based rough set approach (DRSA); Financial performance (FP); Fuzzy inference system (FIS); Rough set approach (RSA)

Indexed keywords

FINANCE; FORECASTING; FUZZY INFERENCE; FUZZY NEURAL NETWORKS; FUZZY SYSTEMS; ROUGH SET THEORY;

EID: 84905014898     PISSN: 15622479     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (29)

References (27)
  • 1
    • 71649104674 scopus 로고    scopus 로고
    • Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey
    • M. D. Fethi and F. Pasiouras, "Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey," European Journal of Operational Research, vol. 204, no. 2, pp. 189-198, 2010.
    • (2010) European Journal of Operational Research , vol.204 , Issue.2 , pp. 189-198
    • Fethi, M.D.1    Pasiouras, F.2
  • 2
    • 84875057251 scopus 로고    scopus 로고
    • The analysis of bank business performance and market risk- applying fuzzy dea
    • Y.-C. Chen, Y.-H. Chiu, C.-W. Huang, and C.-H. Tu, "The analysis of bank business performance and market risk- Applying Fuzzy DEA," Economic Modeling, vol. 32, pp. 225-232, 2013.
    • (2013) Economic Modeling , vol.32 , pp. 225-232
    • Chen, Y.-C.1    Chiu, Y.-H.2    Huang, C.-W.3    Tu, C.-H.4
  • 3
    • 84896402901 scopus 로고    scopus 로고
    • The predictive ability of fair values for future financial performance of commercial banks and the relation of predictive ability to banks' share prices
    • (In press, DOI: 10.1111/1911-3846.12028)
    • M. E. Evans, L. Hodder, and P. E. Hopkins, "The predictive ability of fair values for future financial performance of commercial banks and the relation of predictive ability to banks' share prices," Contemporary Accounting Research, (In press, DOI: 10.1111/1911-3846.12028), 2014.
    • (2014) Contemporary Accounting Research
    • Evans, M.E.1    Hodder, L.2    Hopkins, P.E.3
  • 4
    • 84866048114 scopus 로고    scopus 로고
    • A survey on bank branch efficiency and performance research with data envelopment analysis
    • J. C. Paradi and H. Zhu, "A survey on bank branch efficiency and performance research with data envelopment analysis," Omega, vol. 41, no. 1, pp. 61-79, 2013.
    • (2013) Omega , vol.41 , Issue.1 , pp. 61-79
    • Paradi, J.C.1    Zhu, H.2
  • 6
    • 84980104458 scopus 로고
    • Financial ratios, discriminant analysis and the prediction of corporate bankruptcy
    • E. I. Altman, "Financial ratios, discriminant analysis and the prediction of corporate bankruptcy," J. of Finance, vol. 23, no. 4, pp. 589-609, 1968.
    • (1968) J. of Finance , vol.23 , Issue.4 , pp. 589-609
    • Altman, E.I.1
  • 7
    • 84876098497 scopus 로고    scopus 로고
    • Comments on multiple criteria decision making (mcdm) methods in economics: An overview
    • J.-J. Liou and G.-H. Tzeng, "Comments on Multiple criteria decision making (MCDM) methods in economics: an overview," Technological and Economic Development of Economy, vol. 18, no. 4, pp. 672-695, 2012.
    • (2012) Technological and Economic Development of Economy , vol.18 , Issue.4 , pp. 672-695
    • Liou, J.-J.1    Tzeng, G.-H.2
  • 8
    • 84893949091 scopus 로고    scopus 로고
    • Combining vikor-danp model for glamor stock selection and stock performance improvement
    • K.-Y. Shen, M.-R. Yan, and G.-H. Tzeng, "Combining VIKOR-DANP model for glamor stock selection and stock performance improvement," Knowledge-Based Systems, vol. 58 (IDSMT), pp. 86-97, 2014.
    • (2014) Knowledge-Based Systems , vol.58 , Issue.IDSMT , pp. 86-97
    • Shen, K.-Y.1    Yan, M.-R.2    Tzeng, G.-H.3
  • 9
    • 84885012147 scopus 로고    scopus 로고
    • New concepts and trends of mcdm for tomorrow-in honor of professor gwo-hshiung tzeng on the occasion of his 70th birthday
    • J.-J. Liou, "New concepts and trends of MCDM for tomorrow-in honor of Professor Gwo-Hshiung Tzeng on the occasion of his 70th birthday," Technological and Economic Development of Economy, vol. 19, no. 2, pp. 367-375, 2013.
    • (2013) Technological and Economic Development of Economy , vol.19 , Issue.2 , pp. 367-375
    • Liou, J.-J.1
  • 11
    • 34548487769 scopus 로고    scopus 로고
    • Soft computing system for bank performance prediction
    • V. Ravi, H. Kurniawan, P. N. K. Thai, and P. R. Kumar, "Soft computing system for bank performance prediction," Applied Soft Computing, vol. 8, no. 1, pp. 305-315, 2008.
    • (2008) Applied Soft Computing , vol.8 , Issue.1 , pp. 305-315
    • Ravi, V.1    Kurniawan, H.2    Thai, P.N.K.3    Kumar, P.R.4
  • 12
    • 77952713758 scopus 로고    scopus 로고
    • Using gra and dea to compare efficiency of bancassurance sales with an insurer's own team
    • C.-K. Fan, S.-W. Cheng, and C.-R. Wu, "Using GRA and DEA to compare efficiency of bancassurance sales with an insurer's own team," J. of Grey System, vol. 21, no. 4, pp. 395-406, 2009.
    • (2009) J. of Grey System , vol.21 , Issue.4 , pp. 395-406
    • Fan, C.-K.1    Cheng, S.-W.2    Wu, C.-R.3
  • 13
    • 84855961003 scopus 로고    scopus 로고
    • Exploring the preference of customers between financial companies and agents based on tca
    • S.-K. Fang, S.-W. Cheng, and C.-R. Wu, "Exploring the preference of customers between financial companies and agents based on TCA," Knowledge-Based Systems, vol. 27, pp. 137-151, 2012.
    • (2012) Knowledge-Based Systems , vol.27 , pp. 137-151
    • Fang, S.-K.1    Cheng, S.-W.2    Wu, C.-R.3
  • 14
    • 79954572821 scopus 로고    scopus 로고
    • Compactness rate as a rule selection index based on rough set theory to improve data analysis for personal investment portfolios
    • J.-Y. Shyng, H.-M. Shieh, and G.-H. Tzeng, "Compactness rate as a rule selection index based on rough set theory to improve data analysis for personal investment portfolios," Applied Soft Com puting, vol. 11, no. 4, pp. 3671-3679, 2011.
    • (2011) Applied Soft Com Puting , vol.11 , Issue.4 , pp. 3671-3679
    • Shyng, J.-Y.1    Shieh, H.-M.2    Tzeng, G.-H.3
  • 15
    • 79958865000 scopus 로고    scopus 로고
    • Combined rough sets with flow graph and formal concept analysis for business aviation decision-making
    • Y.-P. Ou Yang, H.-M. Shieh, G.-H. Tzeng, and C. -C. Chan, "Combined rough sets with flow graph and formal concept analysis for business aviation decision-making," Journal of Intelligent Information Systems, vol. 36, no. 3, pp. 347-366, 2011.
    • (2011) Journal of Intelligent Information Systems , vol.36 , Issue.3 , pp. 347-366
    • Ou Yang, Y.-P.1    Shieh, H.-M.2    Tzeng, G.-H.3    Chan, C.-C.4
  • 16
    • 2042476687 scopus 로고    scopus 로고
    • Mining classification rules using rough sets and neural networks
    • R. Li and Z. Wang, "Mining classification rules using rough sets and neural networks," European Journal of Operational Research, vol. 157, no. 2, pp. 439-448, 2004.
    • (2004) European Journal of Operational Research , vol.157 , Issue.2 , pp. 439-448
    • Li, R.1    Wang, Z.2
  • 17
    • 77649339941 scopus 로고    scopus 로고
    • A dominance-based rough set approach to customer behavior in the airline market
    • J.-J. Liou and G.-H. Tzeng, "A dominance-based rough set approach to customer behavior in the airline market," Information Sciences, vol. 180, no. 11, pp. 2230-2238, 2010.
    • (2010) Information Sciences , vol.180 , Issue.11 , pp. 2230-2238
    • Liou, J.-J.1    Tzeng, G.-H.2
  • 18
    • 0034138544 scopus 로고    scopus 로고
    • The integrated methodology of rough set theory and artificial neural network for business failure prediction
    • B. Ahn, S. Cho, and C. Kim, "The integrated methodology of rough set theory and artificial neural network for business failure prediction," Expert Systems with Applications, vol. 18, no. 2, pp. 65-74, 2000.
    • (2000) Expert Systems with Applications , vol.18 , Issue.2 , pp. 65-74
    • Ahn, B.1    Cho, S.2    Kim, C.3
  • 19
    • 42949117755 scopus 로고    scopus 로고
    • Five-category evaluation of commercial bank's loan by the integration of rough sets and neural network
    • F. Xue and K.-L. Ke, "Five-category evaluation of commercial bank's loan by the integration of rough sets and neural network," Systems Engineering -Theory & Practice, vol. 28, no. 1, pp. 40-45, 2008.
    • (2008) Systems Engineering -Theory & Practice , vol.28 , Issue.1 , pp. 40-45
    • Xue, F.1    Ke, K.-L.2
  • 23
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference system
    • J.-S. Jang, "ANFIS: adaptive-network-based fuzzy inference system," IEEE Trans. on Systems, Man and Cybernetics, vol. 23, no. 3, pp. 665-685, 1993.
    • (1993) IEEE Trans. on Systems, Man and Cybernetics , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.-S.1
  • 25
    • 64049089016 scopus 로고    scopus 로고
    • A value-created system of science (technology) park by using dematel
    • C.-L. Lin and G.-H. Tzeng, "A value-created system of science (technology) park by using DEMATEL," Expert Systems with Applications, vol. 36, no. 6, pp. 9683-9697, 2009.
    • (2009) Expert Systems with Applications , vol.36 , Issue.6 , pp. 9683-9697
    • Lin, C.-L.1    Tzeng, G.-H.2
  • 26
    • 33751418314 scopus 로고    scopus 로고
    • Evaluating intertwined effects in e-learning programs: A novel hybrid mcdm model based on factor analysis and dematel
    • G.-H. Tzeng, C.-H. Chiang, and C.-W. Li, "Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL," Expert Systems with Applications, vol. 32, no. 4, pp. 1028-1044, 2007.
    • (2007) Expert Systems with Applications , vol.32 , Issue.4 , pp. 1028-1044
    • Tzeng, G.-H.1    Chiang, C.-H.2    Li, C.-W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.