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Volumn 1778, Issue , 2000, Pages 270-285

Direct explanations and knowledge extraction from a multilayer perceptron network that performs low back pain classification

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTERS;

EID: 84942897865     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/10719871_19     Document Type: Conference Paper
Times cited : (6)

References (31)
  • 5
    • 0005074965 scopus 로고
    • Using Sampling and Queries to Extract Rules from Trained Neural Networks, in Machine Learning
    • Amherst, MA, USA. Morgan Kaufmann
    • Craven M.W., Shavlik J.W.: Using Sampling and Queries to Extract Rules from Trained Neural Networks, in Machine Learning. Proceedings of the Eleventh International Conference on Machine Learning, Amherst, MA, USA. Morgan Kaufmann (1994) 73-80
    • (1994) Proceedings of the Eleventh International Conference on Machine Learning , pp. 73-80
    • Craven, M.W.1    Shavlik, J.W.2
  • 9
    • 0027678679 scopus 로고
    • Extracting Refined Rules from Knowledge Based Neural Networks
    • Towell, G.G., & Shavlik, J.W.: Extracting Refined Rules from Knowledge Based Neural Networks. Machine Learning, Vol.13. (1993) 71-101
    • (1993) Machine Learning , vol.13 , pp. 71-101
    • Towell, G.G.1    Shavlik, J.W.2
  • 10
    • 0029484103 scopus 로고
    • Survey and Critique of Techniques for Extracting Rules from Trained Artificial Neural Networks
    • Andrews R., Diederich J., Tickle A.B.: Survey and Critique of Techniques for Extracting Rules from Trained Artificial Neural Networks. Knowledge-Based Systems, Vol. 8 (6) (1995) 373-389
    • (1995) Knowledge-Based Systems , vol.8 , Issue.6 , pp. 373-389
    • Andrews, R.1    Diederich, J.2    Tickle, A.B.3
  • 11
    • 0032208720 scopus 로고    scopus 로고
    • The truth will come to light: Directions and challenges in extracting the knowledge embedded within trained artificial neural networks
    • Tickle A.B., Andrews R., Golea M., Diederich J.: The Truth Will Come to Light: Directions and Challenges in Extracting the Knowledge Embedded Within Trained Artificial Neural Networks. IEEE Trans. Neural Networks, Vol. 9 (6) (1998) 1057-1067
    • (1998) IEEE Trans. Neural Networks , vol.9 , Issue.6 , pp. 1057-1067
    • Tickle, A.B.1    Andrews, R.2    Golea, M.3    Diederich, J.4
  • 12
    • 0032685184 scopus 로고    scopus 로고
    • Symbolic interpretation of artificial neural networks
    • Taha I.A., Ghosh J.: Symbolic Interpretation of Artificial Neural Networks. IEEE Trans. Neural Networks, Vol.11 (3) (1999) 448-463
    • (1999) IEEE Trans. Neural Networks , vol.11 , Issue.3 , pp. 448-463
    • Taha, I.A.1    Ghosh, J.2
  • 13
    • 0030538051 scopus 로고    scopus 로고
    • Interpretation and knowledge discovery from the multilayer perceptron network: Opening the black box
    • Vaughn M.L.: Interpretation and Knowledge Discovery from the Multilayer Perceptron Network: Opening the Black Box. Neural Computing & Applications, Vol. 4 (2) (1996) 72-82
    • (1996) Neural Computing & Applications , vol.4 , Issue.2 , pp. 72-82
    • Vaughn, M.L.1
  • 14
    • 0031350963 scopus 로고    scopus 로고
    • Interpretation and knowledge discovery from the multilayer perceptron network that performs whole life assurance risk assessment
    • Vaughn M.L., Ong E., Cavill S.J.: Interpretation and Knowledge Discovery from the Multilayer Perceptron Network that Performs Whole Life Assurance Risk Assessment. Neural Computing & Applications, Vol. 6 (4). (1997) 203-213
    • (1997) Neural Computing & Applications , vol.6 , Issue.4 , pp. 203-213
    • Vaughn, M.L.1    Ong, E.2    Cavill, S.J.3
  • 15
    • 0023402569 scopus 로고
    • A new clinical model for the treatment of low-back pain
    • Waddell G.: A New Clinical Model for the Treatment of Low-Back Pain. Spine, Vol. 12 (7) (1987) 632-644
    • (1987) Spine , vol.12 , Issue.7 , pp. 632-644
    • Waddell, G.1
  • 19
    • 0345360255 scopus 로고    scopus 로고
    • Direct knowledge discovery and interpretation from a multilayer perceptron network that performs low-back-pain classification
    • Bramer M. (ed.) IEE Press
    • Vaughn M.L., Cavill S.J., Taylor S.J., Foy M.A., Fogg A.J.B.: Direct Knowledge Discovery and Interpretation from a Multilayer Perceptron Network that Performs Low-Back-Pain Classification. In Bramer M. (ed.), Knowledge Discovery and Data Mining: Theory and Practice. IEE Press (1999) 160-179
    • (1999) Knowledge Discovery and Data Mining: Theory and Practice , pp. 160-179
    • Vaughn, M.L.1    Cavill, S.J.2    Taylor, S.J.3    Foy, M.A.4    Fogg, A.J.B.5
  • 20
    • 0021126580 scopus 로고
    • Symptoms and signs: Physical disease or illness behaviour
    • Waddell G., Bircher M., Finlayson D., Main C.: Symptoms and Signs: Physical Disease or Illness Behaviour. BMJ, Vol. 289 (1984) 739-741
    • (1984) BMJ , vol.289 , pp. 739-741
    • Waddell, G.1    Bircher, M.2    Finlayson, D.3    Main, C.4
  • 22
    • 0025590610 scopus 로고
    • A comparison of neural network and other pattern recognition approaches to the diagnosis of low back disorders
    • Bounds D. G., Lloyd P. J., Mathew B.: A Comparison of Neural Network and Other Pattern Recognition Approaches to the Diagnosis of Low Back Disorders. Neural Networks, Vol. 3. (1990) 583-591
    • (1990) Neural Networks , vol.3 , pp. 583-591
    • Bounds, D.G.1    Lloyd, P.J.2    Mathew, B.3
  • 26
    • 0031270628 scopus 로고    scopus 로고
    • A partial order for the M-of-N rule extraction algorithm
    • Maire F.: A Partial Order for the M-of-N Rule Extraction Algorithm. IEEE Trans. Neural Networks, Vol.8 (1997) 1542-1544
    • (1997) IEEE Trans. Neural Networks , vol.8 , pp. 1542-1544
    • Maire, F.1
  • 27
    • 0030631792 scopus 로고    scopus 로고
    • Extracting rules from neural networks by pruning and hidden unit splitting
    • Setiono R.: Extracting Rules from Neural Networks by Pruning and Hidden Unit Splitting. Neural Comput, Vol 9. (1997) 205-225
    • (1997) Neural Comput , vol.9 , pp. 205-225
    • Setiono, R.1
  • 31
    • 0003276432 scopus 로고
    • Extracting Rules from Artificial Neural Networks with Distributed Representations
    • Tesauro G., Touretzky D., Leen T. (eds.). MIT Press
    • Thrun, S.B.: Extracting rules from artificial neural networks with distributed representations. In: Advances in Neural Information Processing Systems, Vol. 7. Tesauro G., Touretzky D., Leen T. (eds.). MIT Press (1995)
    • (1995) Advances in Neural Information Processing Systems , vol.7
    • Thrun, S.B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.