메뉴 건너뛰기




Volumn 154, Issue 1-2, 2002, Pages 135-150

Illuminating the "black box": A randomization approach for understanding variable contributions in artificial neural networks

Author keywords

Connection weights; Garson's algorithm; Neural Interpretation Diagram; Sensitivity analysis; Statistical models

Indexed keywords

ARTIFICIAL NEURAL NETWORK; ECOLOGICAL MODELING; SENSITIVITY ANALYSIS;

EID: 0037102687     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0304-3800(02)00064-9     Document Type: Article
Times cited : (1041)

References (49)
  • 10
    • 0002233946 scopus 로고
    • Discussions of the possible use of neural network algorithms in ecological modeling
    • (1991) Binary , vol.3 , pp. 13-15
    • Colasanti, R.L.1
  • 28
    • 0033578449 scopus 로고    scopus 로고
    • Comparing discriminant analysis, neural networks and logistic regression for predicting species distributions: A case study with a Himalayan river bird
    • (1999) Ecol. Model. , vol.120 , pp. 337-347
    • Manel, S.1    Dias, J.-M.2    Ormerod, S.J.3
  • 33
    • 0034290473 scopus 로고    scopus 로고
    • An artificial neural network approach for studying phytoplankton succession
    • (2000) Hydrobiology , vol.436 , pp. 131-143
    • Olden, J.D.1
  • 37
    • 0031591149 scopus 로고    scopus 로고
    • Prediction of functional characteristics of ecosystems: A comparison of artificial neural networks and regression models
    • (1997) Ecol. Model. , vol.98 , pp. 173-186
    • Paruelo, J.M.1    Tomasel, F.2
  • 43
    • 0035673819 scopus 로고    scopus 로고
    • Advances in neural network modeling of phytoplankton primary production
    • (2001) Ecol. Model. , vol.146 , pp. 33-46
    • Scardi, M.1
  • 47
    • 0344436090 scopus 로고    scopus 로고
    • Environmental impact prediction using neural network modeling. An example in wildlife damage
    • (1999) J. Appl. Ecol. , vol.36 , pp. 317-326
    • Spitz, F.1    Lek, S.2
  • 48
    • 0000243355 scopus 로고
    • Learning in artificial neural networks: A statistical perspective
    • (1989) Neural Computing , vol.1 , pp. 425-464
    • White, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.