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Volumn 1, Issue 4, 2008, Pages 329-339

Designing structural parameters of nonwovens using fuzzy logic and neural networks

Author keywords

Fuzzy neural design support system; Nonwoven material structures; Parameter selection; Physical properties

Indexed keywords

COMPUTER-AIDED SYSTEMS; DESIGN SUPPORT SYSTEMS; EXPERIMENTAL DATA; FUNCTIONAL PROPERTIES; FUZZY-NEURAL; HUMAN KNOWLEDGE; INCOMPLETE INFORMATION; INPUT VARIABLES; MEASURED DATA; MULTI-LAYER FEED FORWARD; NON-WOVEN; NONWOVEN MATERIALS; NONWOVEN PRODUCTS; NONWOVENS; PARAMETER SELECTION; PRODUCT FAMILIES; QUALITY MEASUREMENTS; RANKING CRITERION; STRUCTURAL PARAMETER;

EID: 77952816302     PISSN: 18756891     EISSN: 18756883     Source Type: Journal    
DOI: 10.2991/ijcis.2008.1.4.5     Document Type: Article
Times cited : (12)

References (22)
  • 1
    • 8844227676 scopus 로고    scopus 로고
    • Western Europe: nonwoven production, +8%
    • Western Europe: nonwoven production +8%. Technical Textiles 46(3) (2003) E100.
    • (2003) Technical Textiles , vol.46 , Issue.3
  • 2
    • 77952864158 scopus 로고    scopus 로고
    • Theoretical and experimental investigation on the relationship between the Nonwoven structure and the web properties
    • Winter
    • P. Tsai, Theoretical and experimental investigation on the relationship between the Nonwoven structure and the web properties, International Nonwoven Journal, Winter (2002) 33-36.
    • (2002) International Nonwoven Journal , pp. 33-36
    • Tsai, P.1
  • 4
    • 0031334221 scopus 로고    scopus 로고
    • Selection of relevant features and examples in machine learning
    • A.L. Blum and P. Langley, Selection of relevant features and examples in machine learning, Artificial Intelligence 97 (1997) 245-271.
    • (1997) Artificial Intelligence , vol.97 , pp. 245-271
    • Blum, A.L.1    Langley, P.2
  • 6
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J.R. Quinlan, Induction of decision trees, Machine Learning 1(1) (1986) 81-106.
    • (1986) Machine Learning , vol.1 , Issue.1 , pp. 81-106
    • Quinlan, J.R.1
  • 8
    • 0028468293 scopus 로고
    • Using mutual information for selecting features in supervised neural net learning
    • R. Battiti, Using mutual information for selecting features in supervised neural net learning, IEEE Transaction on Neural Networks 5(4) (1994) 537-550.
    • (1994) IEEE Transaction on Neural Networks , vol.5 , Issue.4 , pp. 537-550
    • Battiti, R.1
  • 10
    • 0035336996 scopus 로고    scopus 로고
    • Informationtheoretic algorithm for feature selection
    • M. Last, A. Kandel and O. Maimon, Informationtheoretic algorithm for feature selection, Pattern Recognition Letters 22 (2001) 799-811.
    • (2001) Pattern Recognition Letters , vol.22 , pp. 799-811
    • Last, M.1    Kandel, A.2    Maimon, O.3
  • 11
    • 0031381525 scopus 로고
    • Wrappers for feature subset selection
    • R. Kohavi and G.H. John, Wrappers for feature subset selection, Artificial Intelligence 97 (1987) 273-324.
    • (1987) Artificial Intelligence , vol.97 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 13
    • 0037403098 scopus 로고    scopus 로고
    • Feature selection based on a modified Cmeans algorithm with supervision
    • F. Marcelloni, Feature selection based on a modified Cmeans algorithm with supervision, Information Sciences 151(5) (2003) 201-226.
    • (2003) Information Sciences , vol.151 , Issue.5 , pp. 201-226
    • Marcelloni, F.1
  • 15
    • 0035743430 scopus 로고    scopus 로고
    • Prediction of fabric end-use using a neural network technique
    • Y. Chen, T. Zhao and B.J. Collier, Prediction of fabric end-use using a neural network technique, Journal of the Textile Institute 92(2) (2001) 157-163.
    • (2001) Journal of the Textile Institute , vol.92 , Issue.2 , pp. 157-163
    • Chen, Y.1    Zhao, T.2    Collier, B.J.3
  • 16
    • 0032439112 scopus 로고    scopus 로고
    • A worsted fabric expert system. II. An artificial neural network model for predicting the properties of worsted fabrics
    • J. Fan and L. Hunter, A worsted fabric expert system. II. An artificial neural network model for predicting the properties of worsted fabrics, Textile Research Journal 68(10) (1998) 763-771.
    • (1998) Textile Research Journal , vol.68 , Issue.10 , pp. 763-771
    • Fan, J.1    Hunter, L.2
  • 17
    • 0348230519 scopus 로고    scopus 로고
    • A diffusion-neural-network for learning from small samples
    • C. Huang and C. Moraga, A diffusion-neural-network for learning from small samples, International Journal of Approximate Reasoning, 35(2) (2004) 137-161.
    • (2004) International Journal of Approximate Reasoning , vol.35 , Issue.2 , pp. 137-161
    • Huang, C.1    Moraga, C.2
  • 18
    • 0026120032 scopus 로고
    • Small sample size effects in statistical pattern recognition: recommendations for practitioners
    • S.J. Raudys and A.K. Jain, Small sample size effects in statistical pattern recognition: recommendations for practitioners, IEEE Transaction on Pattern Analysis and Machine Intelligence 13(3) (1991) 252-263.
    • (1991) IEEE Transaction on Pattern Analysis and Machine Intelligence , vol.13 , Issue.3 , pp. 252-263
    • Raudys, S.J.1    Jain, A.K.2
  • 19
    • 0032022729 scopus 로고    scopus 로고
    • Neural-network design for small training sets of high dimension
    • J.L. Yuan and T.L. Fine, Neural-network design for small training sets of high dimension, IEEE Transaction on Neural Networks 9(2) (1998) 266-280.
    • (1998) IEEE Transaction on Neural Networks , vol.9 , Issue.2 , pp. 266-280
    • Yuan, J.L.1    Fine, T.L.2
  • 20
    • 0036570451 scopus 로고    scopus 로고
    • An application of calculated fuzzy risk
    • C. Huang, An application of calculated fuzzy risk, Information Sciences 142(1-4) (2002) 37-56.
    • (2002) Information Sciences , vol.142 , Issue.1-4 , pp. 37-56
    • Huang, C.1
  • 22
    • 84945116550 scopus 로고
    • Slicing inverse regression for dimension reduction
    • K.C. Li, Slicing inverse regression for dimension reduction, Journal of the American Statistical Association 86(414) (1991) 316-327.
    • (1991) Journal of the American Statistical Association , vol.86 , Issue.414 , pp. 316-327
    • Li, K.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.