메뉴 건너뛰기




Volumn 12, Issue 1, 2013, Pages

Fuzzy bridged refinement domain adaptation: Long-term bank failure prediction

Author keywords

domain adaptation; fuzzy system; prediction; similarity; Transfer learning

Indexed keywords

BANK FAILURE PREDICTION; DOMAIN ADAPTATION; FINANCIAL FAILURE; LONG-TERM PREDICTION; MACHINE LEARNING METHODS; PREDICTIVE ACCURACY; SIMILARITY; TRANSFER LEARNING;

EID: 84874933337     PISSN: 14690268     EISSN: None     Source Type: Journal    
DOI: 10.1142/S146902681350003X     Document Type: Article
Times cited : (17)

References (37)
  • 1
    • 84944837333 scopus 로고
    • Introducing recursive partitioning for financial classification: The case of financial distress
    • H. Frydman, E. I. Altman and D.-L. Kao, Introducing recursive partitioning for financial classification: The case of financial distress, The J. Fin. 40 (1985) 269-291.
    • (1985) The J. Fin. , vol.40 , pp. 269-291
    • Frydman, H.1    Altman, E.I.2    Kao, D.-L.3
  • 2
    • 9244259665 scopus 로고    scopus 로고
    • An application of support vector machines in bankruptcy prediction model
    • K.-S. Shin, T. S. Lee and H.-J. Kim, An application of support vector machines in bankruptcy prediction model, Expert Syst. Appl. 28 (2005) 127-135.
    • (2005) Expert Syst. Appl. , vol.28 , pp. 127-135
    • Shin, K.-S.1    Lee, T.S.2    Kim, H.-J.3
  • 3
    • 17844363481 scopus 로고    scopus 로고
    • Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters
    • DOI 10.1016/j.eswa.2004.12.008, PII S0957417404001526
    • J. H. Min and Y.-C. Lee, Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters, Expert Syst. Appl. 28 (2005) 603-614. (Pubitemid 40583838)
    • (2005) Expert Systems with Applications , vol.28 , Issue.4 , pp. 603-614
    • Min, J.H.1    Lee, Y.-C.2
  • 4
    • 33846454686 scopus 로고    scopus 로고
    • Predicting corporate financial distress based on integration of support vector machine and logistic regression
    • DOI 10.1016/j.eswa.2006.05.006, PII S095741740600159X
    • Z. Hua, Y. Wang, X. Xu, B. Zhang and L. Liang, Predicting corporate financial distress based on integration of support vector machine and logistic regression, Expert Syst. Appl. 33 (2007) 434-440. (Pubitemid 46150047)
    • (2007) Expert Systems with Applications , vol.33 , Issue.2 , pp. 434-440
    • Hua, Z.1    Wang, Y.2    Xu, X.3    Zhang, B.4    Liang, L.5
  • 5
    • 38649138750 scopus 로고    scopus 로고
    • Forecasting financial condition of Chinese listed companies based on support vector machine
    • DOI 10.1016/j.eswa.2007.06.037, PII S0957417407002382
    • Y. Ding, X. Song and Y. Zen, Forecasting financial condition of Chinese listed companies based on support vector machine, Expert Syst. Appl. 34 (2008) 3081-3089. (Pubitemid 351173811)
    • (2008) Expert Systems with Applications , vol.34 , Issue.4 , pp. 3081-3089
    • Ding, Y.1    Song, X.2    Zen, Y.3
  • 6
    • 0036776641 scopus 로고    scopus 로고
    • A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction
    • DOI 10.1016/S0957-4174(02)00045-3, PII S0957417402000453
    • C.-S. Park and I. Han, A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction, Expert Syst. Appl. 23 (2002) 255-264. (Pubitemid 34991878)
    • (2002) Expert Systems with Applications , vol.23 , Issue.3 , pp. 255-264
    • Park, C.-S.1    Han, I.2
  • 7
    • 53849117461 scopus 로고    scopus 로고
    • Predicting financial activity with evolutionary fuzzy case-based reasoning
    • S.-T. Li and H.-F. Ho, Predicting financial activity with evolutionary fuzzy case-based reasoning, Expert Syst. Appl. 36 (2009) 411-422.
    • (2009) Expert Syst. Appl. , vol.36 , pp. 411-422
    • Li, S.-T.1    Ho, H.-F.2
  • 9
    • 0036776357 scopus 로고    scopus 로고
    • A genetic algorithm application in bankruptcy prediction modeling
    • DOI 10.1016/S0957-4174(02)00051-9, PII S0957417402000519
    • K.-S. Shin and Y.-J. Lee, A genetic algorithm application in bankruptcy prediction modeling, Expert Syst. Appl. 23 (2002) 321-328. (Pubitemid 35000263)
    • (2002) Expert Systems with Applications , vol.23 , Issue.3 , pp. 321-328
    • Shin, K.-S.1    Lee, Y.-J.2
  • 10
    • 33846314346 scopus 로고    scopus 로고
    • Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A review
    • DOI 10.1016/j.ejor.2006.08.043, PII S0377221706008769
    • P. Ravi Kumar and V. Ravi, Bankruptcy prediction in banks and firms via statistical and intelligent techniques - a review, European J. Oper. Res. 180 (2007) 1-28. (Pubitemid 46123864)
    • (2007) European Journal of Operational Research , vol.180 , Issue.1 , pp. 1-28
    • Ravi Kumar, P.1    Ravi, V.2
  • 11
    • 0001938951 scopus 로고    scopus 로고
    • Transductive inference for text classification using support vector machines
    • Morgan Kaufmann Publishers Inc., Bled, Slovenia
    • T. Joachims, Transductive inference for text classification using support vector machines, in Sixteenth International Conference on Machine Learning (Morgan Kaufmann Publishers Inc., Bled, Slovenia, 1999), pp. 200-209.
    • (1999) Sixteenth International Conference on Machine Learning , pp. 200-209
    • Joachims, T.1
  • 14
    • 0033886806 scopus 로고    scopus 로고
    • Text classification from labeled and unlabeled documents using EM
    • K. Nigam et al., Text classification from labeled and unlabeled documents using EM, Mach. Learning 39(2-3) (2000) 103-134. (Pubitemid 30594822)
    • (2000) Machine Learning , vol.39 , Issue.2 , pp. 103-134
    • Nigam, K.1    Mccallum, A.K.2    Thrun, S.3    Mitchell, T.4
  • 19
    • 78149401395 scopus 로고    scopus 로고
    • Inductive transfer for learning Bayesian networks
    • R. Luis, L. Sucar and E. Morales, Inductive transfer for learning Bayesian networks, Mach. Learning 79(1) (2010) 227-255.
    • (2010) Mach. Learning , vol.79 , Issue.1 , pp. 227-255
    • Luis, R.1    Sucar, L.2    Morales, E.3
  • 21
    • 77951767276 scopus 로고    scopus 로고
    • Bridging domains using world wide knowledge for transfer learning
    • E. W. Xiang, C. Bin, D. H. Hu and Y. Qiang, Bridging domains using world wide knowledge for transfer learning, IEEE Trans. Knowledge Data Eng. 22(6) (2010) 770-783.
    • (2010) IEEE Trans. Knowledge Data Eng. , vol.22 , Issue.6 , pp. 770-783
    • Xiang, E.W.1    Bin, C.2    Hu, D.H.3    Qiang, Y.4
  • 23
    • 12244311665 scopus 로고    scopus 로고
    • Learning and evaluating classifiers under sample selection bias
    • Bnaff, Alberta, Canada
    • B. Zadrozny, Learning and evaluating classifiers under sample selection bias, in 21st Int. Conf. Machine Learning (Bnaff, Alberta, Canada, 2004), pp. 114-121.
    • (2004) 21st Int. Conf. Machine Learning , pp. 114-121
    • Zadrozny, B.1
  • 24
    • 0037527188 scopus 로고    scopus 로고
    • Improving predictive inference under covariate shift by weighting the log-likelihood function
    • H. Shimodaira, Improving predictive inference under covariate shift by weighting the log-likelihood function, J. Statist. Planning Inference 90(2) (2000) 227-244.
    • (2000) J. Statist. Planning Inference , vol.90 , Issue.2 , pp. 227-244
    • Shimodaira, H.1
  • 29
    • 84860524227 scopus 로고    scopus 로고
    • Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification
    • Prague, Czech Republic
    • J. Blitzer, M. Dredze and F. Pereira, Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification, in 45th Annual Meeting of the Association of Computational Linguistics (Prague, Czech Republic, 2007), pp. 440-447.
    • (2007) 45th Annual Meeting of the Association of Computational Linguistics , pp. 440-447
    • Blitzer, J.1    Dredze, M.2    Pereira, F.3
  • 31
    • 1642486686 scopus 로고    scopus 로고
    • The pagerank citation ranking: Bringing order to the web
    • Brisbane, Australia
    • L. Page, S. Brin, R. Motwani and T. Winograd, The pagerank citation ranking: Bringing order to the web, in 7th Int. World Wide Web Conference (Brisbane, Australia, 1998), pp. 161-172.
    • (1998) 7th Int. World Wide Web Conference , pp. 161-172
    • Page, L.1    Brin, S.2    Motwani, R.3    Winograd, T.4
  • 32
    • 1942423173 scopus 로고    scopus 로고
    • GenSo-EWS: A novel neural-fuzzy based early warning system for predicting bank failures
    • DOI 10.1016/j.neunet.2003.11.006, PII S0893608003002983
    • W. L. Tung, C. Quek and P. Cheng, GenSo-EWS: A novel neural-fuzzy based early warning system for predicting bank failures, Neural Networks 17(4) (2004) 567-587. (Pubitemid 38510340)
    • (2004) Neural Networks , vol.17 , Issue.4 , pp. 567-587
    • Tung, W.L.1    Quek, C.2    Cheng, P.3
  • 33
    • 36148955821 scopus 로고    scopus 로고
    • FCMAC-EWS: A bank failure early warning system based on a novel localized pattern learning and semantically associative fuzzy neural network
    • DOI 10.1016/j.eswa.2006.10.027, PII S0957417406003605
    • G. S. Ng, C. Quek and H. Jiang, FCMAC-EWS: A bank failure early warning system based on a novel localized pattern learning and semantically associative fuzzy neural network, Expert Syst. Appl. 34(2) (2008) 989-1003. (Pubitemid 350117470)
    • (2008) Expert Systems with Applications , vol.34 , Issue.2 , pp. 989-1003
    • Ng, G.S.1    Quek, C.2    Jiang, H.3
  • 34
    • 79551526809 scopus 로고    scopus 로고
    • Adaptive inference-based learning and rule generation algorithms in fuzzy neural network for failure prediction
    • Hangzhou, China
    • V. Behbood, J. Lu and G. Zhang, Adaptive inference-based learning and rule generation algorithms in fuzzy neural network for failure prediction, in IEEE Int. Conf. Intelligent Systems and Knowledge Engineering (Hangzhou, China, 2010), pp. 33-38.
    • (2010) IEEE Int. Conf. Intelligent Systems and Knowledge Engineering , pp. 33-38
    • Behbood, V.1    Lu, J.2    Zhang, G.3
  • 36
    • 0001371650 scopus 로고    scopus 로고
    • New similarity measures on fuzzy sets and on elements
    • W. Wen-June, New similarity measures on fuzzy sets and on elements, Fuzzy Sets and Syst. 85(3) (1997) 305-309.
    • (1997) Fuzzy Sets and Syst , vol.85 , Issue.3 , pp. 305-309
    • Wen-June, W.1
  • 37
    • 0002294347 scopus 로고
    • A simple sequentially rejective multiple test procedure
    • S. Holm, A simple sequentially rejective multiple test procedure, Scandinavian J. Statist. 6 (1979) 65-70.
    • (1979) Scandinavian J. Statist. , vol.6 , pp. 65-70
    • Holm, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.