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Volumn , Issue , 2006, Pages

Linguistic knowledge extraction from neural networks using maximum weight and frequency data representation

Author keywords

Feature extraction; Linguistic rule extraction; Neural network pruning; Neural networks

Indexed keywords

BENCHMARKING; ELECTROCARDIOGRAPHY; FEATURE EXTRACTION; KNOWLEDGE REPRESENTATION; NEURAL NETWORKS; CARDIOLOGY; CYBERNETICS; DISEASES; EXTRACTION; INTELLIGENT SYSTEMS; LINGUISTICS;

EID: 37649027131     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCIS.2006.252314     Document Type: Conference Paper
Times cited : (8)

References (12)
  • 1
    • 0036888743 scopus 로고    scopus 로고
    • Extract intelligible and concise fuzzy rules from neural networks
    • December
    • S. Huang, and H. Xing, "Extract intelligible and concise fuzzy rules from neural networks," Fuzzy Sets and System, vol. 132, pp. 233-243, December 2002.
    • (2002) Fuzzy Sets and System , vol.132 , pp. 233-243
    • Huang, S.1    Xing, H.2
  • 2
    • 0033325425 scopus 로고    scopus 로고
    • Generalized Analytic Rule Extraction for Feedforward Neural Networks
    • November-December
    • A. Gupta, S. Park, and S. M. Lam, "Generalized Analytic Rule Extraction for Feedforward Neural Networks," IEEE Trans. Knowledge and Data Engineering, vol. 11, pp. 985-991, November-December 1999.
    • (1999) IEEE Trans. Knowledge and Data Engineering , vol.11 , pp. 985-991
    • Gupta, A.1    Park, S.2    Lam, S.M.3
  • 3
    • 0042168792 scopus 로고    scopus 로고
    • A model for single and multiple knowledge based networks
    • June
    • G. Bologna, "A model for single and multiple knowledge based networks," Artificial Intelligence in Medicine, vol. 28, pp. 141-163, June 2003.
    • (2003) Artificial Intelligence in Medicine , vol.28 , pp. 141-163
    • Bologna, G.1
  • 4
    • 6344265525 scopus 로고    scopus 로고
    • A new approach to weighted fuzzy production rule extraction from neural networks
    • August
    • T. Fan and X. Wang, "A new approach to weighted fuzzy production rule extraction from neural networks," in Prc. Machine Learning and Cybernetics, August 2004, pp. 3348-3351.
    • (2004) Prc. Machine Learning and Cybernetics , pp. 3348-3351
    • Fan, T.1    Wang, X.2
  • 5
    • 0035271419 scopus 로고    scopus 로고
    • A New Methodology of Extraction, Optimization and Application of Crisp and Fuzzy Logical Rules
    • March
    • W. Duch, R. Adamczak and K. Grabczewski, "A New Methodology of Extraction, Optimization and Application of Crisp and Fuzzy Logical Rules," IEEE Trans. Neural Networks, vol. 12, pp. 277-306, March 2001.
    • (2001) IEEE Trans. Neural Networks , vol.12 , pp. 277-306
    • Duch, W.1    Adamczak, R.2    Grabczewski, K.3
  • 6
    • 0034159928 scopus 로고    scopus 로고
    • Generating concise and accurate classification rules for breast cancer diagnosis
    • March
    • R. Setiono, "Generating concise and accurate classification rules for breast cancer diagnosis," Artificial Intelligence in Medicine, vol. 18, pp. 205-219. March 2000.
    • (2000) Artificial Intelligence in Medicine , vol.18 , pp. 205-219
    • Setiono, R.1
  • 7
    • 34250726403 scopus 로고    scopus 로고
    • Rule extraction from neural networks using fuzzy sets
    • Nov
    • W. Wettayaprasit and C. Lursinsap, "Rule extraction from neural networks using fuzzy sets," in Proc. ICONIP, Nov. 2002. pp. 2582-2586.
    • (2002) Proc. ICONIP , pp. 2582-2586
    • Wettayaprasit, W.1    Lursinsap, C.2
  • 8
    • 34250750084 scopus 로고    scopus 로고
    • Reduction of Input Vectors by using of Attribute Selection in Rule Extraction Method from Trained Neural Networks
    • August
    • M. Nii and K. Ogino, "Reduction of Input Vectors by using of Attribute Selection in Rule Extraction Method from Trained Neural Networks," in Proc. SICE, August 2003, pp. 1571-1581.
    • (2003) Proc. SICE , pp. 1571-1581
    • Nii, M.1    Ogino, K.2
  • 9
    • 10944238700 scopus 로고    scopus 로고
    • Feature Weighting Using Neural Networks
    • July
    • X. Zeng and T. R. Martinez, "Feature Weighting Using Neural Networks," in Proc. IJCNN, July 2004, pp. 1327-1330.
    • (2004) Proc. IJCNN , pp. 1327-1330
    • Zeng, X.1    Martinez, T.R.2
  • 10
    • 34250780309 scopus 로고    scopus 로고
    • J. Mertz and P.M. Murphy. (2005, December) University of California at Irvine (UCI) repository of machine learning databases. [Online]. Available: ftp://ftp.ics.uci.edu/pub/machine-learning-databases.
    • J. Mertz and P.M. Murphy. (2005, December) University of California at Irvine (UCI) repository of machine learning databases. [Online]. Available: ftp://ftp.ics.uci.edu/pub/machine-learning-databases.
  • 11
    • 10944228774 scopus 로고    scopus 로고
    • Is it worth generating rules from neural network ensembles?
    • May
    • G. Bologna, "Is it worth generating rules from neural network ensembles?," Journal of applied logic, vol. 2, pp. 325-348, May 2004.
    • (2004) Journal of applied logic , vol.2 , pp. 325-348
    • Bologna, G.1
  • 12
    • 34250763537 scopus 로고    scopus 로고
    • I. H. Witten and E. Frank. (2005, December) WEKA (Waikato Environment for Knowledge Analysis) software, [Online]. Available: http://www.cs.waikato.ac.nz/ ~ml.
    • I. H. Witten and E. Frank. (2005, December) WEKA (Waikato Environment for Knowledge Analysis) software, [Online]. Available: http://www.cs.waikato.ac.nz/ ~ml.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.