메뉴 건너뛰기




Volumn 8256 LNAI, Issue , 2013, Pages 15-21

Interpretability in machine learning - Principles and practice

Author keywords

[No Author keywords available]

Indexed keywords

ANALYTICAL METHOD; INTERPRETABILITY; MACHINE LEARNING MODELS; NON-LINEAR MODEL; NONLINEAR APPROXIMATION; PRINCIPLES AND PRACTICES; SAFETY-CRITICAL DOMAIN; TOPOGRAPHIC MAPPING;

EID: 84893802980     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-03200-9_2     Document Type: Conference Paper
Times cited : (37)

References (22)
  • 2
    • 0036127092 scopus 로고    scopus 로고
    • A review of evidence of health benefit from artificial neural networks in medical intervention
    • Lisboa, P.J.G.: A review of evidence of health benefit from artificial neural networks in medical intervention. Neural Networks 15(1), 9-37 (2002)
    • (2002) Neural Networks , vol.15 , Issue.1 , pp. 9-37
    • Lisboa, P.J.G.1
  • 3
    • 33746901239 scopus 로고    scopus 로고
    • The use of artificial neural networks in decision support in cancer: A systematic review
    • Lisboa, P.J.G., Taktak, A.F.G.: The use of artificial neural networks in decision support in cancer: A systematic review. Neural Networks 19(4), 408-415 (2006)
    • (2006) Neural Networks , vol.19 , Issue.4 , pp. 408-415
    • Lisboa, P.J.G.1    Taktak, A.F.G.2
  • 4
    • 0031120761 scopus 로고    scopus 로고
    • Developing commercial applications of intelligent control
    • Chiu, S.: Developing commercial applications of intelligent control. IEEE Control Syst. Mag. 17(2), 94-100 (1997)
    • (1997) IEEE Control Syst. Mag. , vol.17 , Issue.2 , pp. 94-100
    • Chiu, S.1
  • 5
    • 33746773585 scopus 로고    scopus 로고
    • Handling outliers in brain tumour MRS data analysis through robust topographic mapping
    • Vellido, A., Lisboa, P.J.G.: Handling outliers in brain tumour MRS data analysis through robust topographic mapping. Computers in Biology and Medicine 36(10), 1049-1063 (2006)
    • (2006) Computers in Biology and Medicine , vol.36 , Issue.10 , pp. 1049-1063
    • Vellido, A.1    Lisboa, P.J.G.2
  • 7
    • 0000245743 scopus 로고    scopus 로고
    • Statistical Modeling: The Two Cultures
    • Breiman, L.: Statistical Modeling: The Two Cultures. Statistical Science 16(3), 199-231 (2001)
    • (2001) Statistical Science , vol.16 , Issue.3 , pp. 199-231
    • Breiman, L.1
  • 11
    • 77953697253 scopus 로고    scopus 로고
    • Principal manifolds and graphs in practice: From molecular biology to dynamical systems
    • Gorban, A.N., Zinovyev, A.: Principal manifolds and graphs in practice: from molecular biology to dynamical systems. International Journal of Neural Systems 20(3), 219-232 (2010)
    • (2010) International Journal of Neural Systems , vol.20 , Issue.3 , pp. 219-232
    • Gorban, A.N.1    Zinovyev, A.2
  • 12
    • 33644921465 scopus 로고    scopus 로고
    • Orthogonal search-based rule extraction (OSRE) from trained neural networks: A practical and efficient approach
    • Etchells, T.A., Lisboa, P.J.G.: Orthogonal search-based rule extraction (OSRE) from trained neural networks: A practical and efficient approach. IEEE Transactions on Neural Networks 17(2), 374-384 (2006)
    • (2006) IEEE Transactions on Neural Networks , vol.17 , Issue.2 , pp. 374-384
    • Etchells, T.A.1    Lisboa, P.J.G.2
  • 14
    • 0036825540 scopus 로고    scopus 로고
    • Minimal MLPs do not model the XOR logic. Neurocomputing
    • Lisboa, P.J.G., Etchells, T.A., Pountney, D.C.: Minimal MLPs do not model the XOR logic. Neurocomputing, Rapid Communication 48(1-4), 1033-1037 (2002)
    • (2002) Rapid Communication , vol.48 , Issue.1-4 , pp. 1033-1037
    • Lisboa, P.J.G.1    Etchells, T.A.2    Pountney, D.C.3
  • 16
    • 84875451958 scopus 로고    scopus 로고
    • Efficient identification of independence networks using mutual information
    • Bacciu, D., Etchells, T.A., Lisboa, P.J.G., Whittaker, J.: Efficient identification of independence networks using mutual information. Computational Statistics 28(2), 621-646 (2013)
    • (2013) Computational Statistics , vol.28 , Issue.2 , pp. 621-646
    • Bacciu, D.1    Etchells, T.A.2    Lisboa, P.J.G.3    Whittaker, J.4
  • 21
    • 84877603653 scopus 로고    scopus 로고
    • A principled approach to network-based classification and data representation
    • Ruiz, H., Etchells, T.A., Jarman, I.H., Martín, J.D., Lisboa, P.J.G.: A principled approach to network-based classification and data representation. Neurocomputing 112, 79-91 (2013)
    • (2013) Neurocomputing , vol.112 , pp. 79-91
    • Ruiz, H.1    Etchells, T.A.2    Jarman, I.H.3    Martín, J.D.4    Lisboa, P.J.G.5
  • 22
    • 33745012299 scopus 로고    scopus 로고
    • Modularity and community structure in networks
    • Newman, M.E.J.: Modularity and community structure in networks. Proc. Natl. Acad. Sci. USA 103(23), 8577-8582 (2006)
    • (2006) Proc. Natl. Acad. Sci. USA , vol.103 , Issue.23 , pp. 8577-8582
    • Newman, M.E.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.