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Volumn 7064 LNCS, Issue PART 3, 2011, Pages 766-773

Deep belief networks for financial prediction

Author keywords

Deep Learning; Financial Prediction; Neural Networks

Indexed keywords

CRISIS EVENTS; DATA SETS; DEEP LEARNING; FINANCIAL MODELS; FINANCIAL PREDICTION; FRENCH COMPANIES; HIGH-LEVEL FEATURES; MACHINE TECHNOLOGY; RELIABLE MODELS; RESTRICTED BOLTZMANN MACHINE;

EID: 81855198035     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24965-5_86     Document Type: Conference Paper
Times cited : (28)

References (11)
  • 1
    • 0035391093 scopus 로고    scopus 로고
    • Bankruptcy prediction for credit risk using neural networks: A survey and new results
    • Atiya, A.: Bankruptcy prediction for credit risk using neural networks: A survey and new results. IEEE Trans. on Neural Networks 12(4), 929-935 (2001)
    • (2001) IEEE Trans. on Neural Networks , vol.12 , Issue.4 , pp. 929-935
    • Atiya, A.1
  • 3
    • 67651049775 scopus 로고    scopus 로고
    • Justifying and generalizing contrastive divergence
    • Bengio, Y., Delalleau, O.: Justifying and generalizing contrastive divergence. Neural Computation 21(6), 1601-1621 (2009)
    • (2009) Neural Computation , vol.21 , Issue.6 , pp. 1601-1621
    • Bengio, Y.1    Delalleau, O.2
  • 4
    • 56449095373 scopus 로고    scopus 로고
    • A unified architecture for natural language processing: Deep neural networks with multitask learning
    • Colbert, R., Weston, J.: A unified architecture for natural language processing: Deep neural networks with multitask learning. In: ICML, pp. 160-167 (2008)
    • (2008) ICML , pp. 160-167
    • Colbert, R.1    Weston, J.2
  • 6
    • 35348818718 scopus 로고    scopus 로고
    • Learning multiple layers of representation
    • Hinton, G.E.: Learning multiple layers of representation. Trends in Cognitive Sciences 11, 428-434 (2007)
    • (2007) Trends in Cognitive Sciences , vol.11 , pp. 428-434
    • Hinton, G.E.1
  • 7
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • Hinton, G.E., Osindero, S., Teh, Y.: A fast learning algorithm for deep belief nets. Neural Computation 18, 1527-1554 (2006)
    • (2006) Neural Computation , vol.18 , pp. 1527-1554
    • Hinton, G.E.1    Osindero, S.2    Teh, Y.3
  • 8
    • 59449087310 scopus 로고    scopus 로고
    • Exploring strategies for training deep neural networks
    • Larochelle, H., Bengio, Y., Louradour, J., Lamblin, P.: Exploring strategies for training deep neural networks. JMLR 1, 1-40 (2009)
    • (2009) JMLR , vol.1 , pp. 1-40
    • Larochelle, H.1    Bengio, Y.2    Louradour, J.3    Lamblin, P.4
  • 9
    • 33846314346 scopus 로고    scopus 로고
    • Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A review
    • Ravi Kumar, P., Ravi, V.: Bankruptcy prediction in banks and firms via statistical and intelligent techniques - a review. European Journal of Operational Research 180(1), 1-28 (2007)
    • (2007) European Journal of Operational Research , vol.180 , Issue.1 , pp. 1-28
    • Ravi Kumar, P.1    Ravi, V.2
  • 11
    • 84863393567 scopus 로고    scopus 로고
    • Deep learning with kernel regularization for visual recognition
    • Yu, K., Xu, W., Gong, Y.: Deep learning with kernel regularization for visual recognition. In: Neural Information Processing Systems (NIPS), pp. 1889-1896 (2009)
    • (2009) Neural Information Processing Systems (NIPS) , pp. 1889-1896
    • Yu, K.1    Xu, W.2    Gong, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.