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Volumn 40, Issue 8, 2013, Pages 3087-3095

Extracting reducible knowledge from ANN with JBOS and FCANN approaches

Author keywords

Artificial neural networks; FCANN method; Formal concept analysis; Formal context reduction; JBOS method; Lattice reduction

Indexed keywords

FCANN METHOD; FORMAL CONCEPTS; FORMAL CONTEXTS; JBOS METHOD; LATTICE REDUCTION; NONLINEAR PROBLEMS;

EID: 84874662782     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.12.024     Document Type: Article
Times cited : (4)

References (33)
  • 2
    • 33751573040 scopus 로고    scopus 로고
    • Why does output normalization create problems in multiple classifier systems?
    • Altincay, H.; & Demirekler, M. (2002). Why does output normalization create problems in multiple classifier systems? In Proceedings of ICPR (pp. 775-778).
    • (2002) Proceedings of ICPR , pp. 775-778
    • Altincay, H.1    Demirekler, M.2
  • 3
    • 0036707194 scopus 로고    scopus 로고
    • Rule extraction from local cluster neural nets
    • R. Andrews, and S. Geva Rule extraction from local cluster neural nets Neurocomputing 47 2002 1 17
    • (2002) Neurocomputing , vol.47 , pp. 1-17
    • Andrews, R.1    Geva, S.2
  • 4
    • 67649300741 scopus 로고    scopus 로고
    • Formal concept analysis with background knowledge: Attribute priorities
    • R. Belohlavek, and V. Vychodil Formal concept analysis with background knowledge: Attribute priorities Trans. Syst. Man Cybern. Part C 39 2009 399 409
    • (2009) Trans. Syst. Man Cybern. Part C , vol.39 , pp. 399-409
    • Belohlavek, R.1    Vychodil, V.2
  • 7
    • 0003912778 scopus 로고
    • G. F. Bryant (Ed.) London: Iron and Steel Institute.
    • Bryant, G. F. (1973). Automation of tandem mills. In G. F. Bryant (Ed.), London: Iron and Steel Institute.
    • (1973) Automation of Tandem Mills
    • Bryant, G.F.1
  • 9
    • 17144417728 scopus 로고    scopus 로고
    • Complexity reduction in lattice-based information retrieval
    • K.S.K. Cheung, and D. Vogel Complexity reduction in lattice-based information retrieval Information Retrieval 8 2005 285 299
    • (2005) Information Retrieval , vol.8 , pp. 285-299
    • Cheung, K.S.K.1    Vogel, D.2
  • 12
    • 84872010963 scopus 로고    scopus 로고
    • Master's thesis, Federal University of Minas Gerais (UFMG), Institute of Exact Sciences, Department of Computer Science, Belo Horizonte, Minas Gerais, Brazil. [in Portuguese].
    • Dias, S.M. (2010). Algoritmos para geração de reticulados conceituais, Master's thesis, Federal University of Minas Gerais (UFMG), Institute of Exact Sciences, Department of Computer Science, Belo Horizonte, Minas Gerais, Brazil. [in Portuguese].
    • (2010) Algoritmos Para Geração de Reticulados Conceituais
    • Dias, S.M.1
  • 14
    • 84872035124 scopus 로고    scopus 로고
    • Applying the jbos reduction method for relevant knowledge extraction
    • S.M. Dias, and N.J. Vieira Applying the jbos reduction method for relevant knowledge extraction Expert Systems with Applications 40 2013 1880 1887
    • (2013) Expert Systems with Applications , vol.40 , pp. 1880-1887
    • Dias, S.M.1    Vieira, N.J.2
  • 19
    • 0004199140 scopus 로고
    • New horizons in technology series Addison-Wesley Publishing Company
    • R. Hecht-Nielsen Neurocomputing New horizons in technology series 1990 Addison-Wesley Publishing Company
    • (1990) Neurocomputing
    • Hecht-Nielsen, R.1
  • 20
    • 34547711715 scopus 로고
    • Stability as an estimate of the degree of substantiation of hypotheses derived on the basis of operational similarity
    • S. Kuznetsov Stability as an estimate of the degree of substantiation of hypotheses derived on the basis of operational similarity N.T.I. 1990 21 29
    • (1990) N.T.I. , pp. 21-29
    • Kuznetsov, S.1
  • 23
    • 20744434593 scopus 로고    scopus 로고
    • A robust neural networks approach for spatial and intensity-dependent normalization of cdna microarray data
    • A.L. Tarca, and J.E.K. Cooke A robust neural networks approach for spatial and intensity-dependent normalization of cdna microarray data Bioinformatics 21 2005 2674 2683
    • (2005) Bioinformatics , vol.21 , pp. 2674-2683
    • Tarca, A.L.1    Cooke, J.E.K.2
  • 24
    • 0027678679 scopus 로고
    • The extraction of refined rules from knowledge-based neural networks
    • G.G. Towell, and J.W. Shavlik The extraction of refined rules from knowledge-based neural networks Machine Learning 13 1993 71 101
    • (1993) Machine Learning , vol.13 , pp. 71-101
    • Towell, G.G.1    Shavlik, J.W.2
  • 27
    • 0000398336 scopus 로고
    • Restructuring lattice theory: An approach based on hierarchies of concepts
    • I. Rival (Ed.)
    • Wille, R. (1982). Restructuring lattice theory: An approach based on hierarchies of concepts. In I. Rival (Ed.), Ordered sets (pp. 445-470).
    • (1982) Ordered Sets , pp. 445-470
    • Wille, R.1
  • 29
    • 37048998533 scopus 로고    scopus 로고
    • Representation and control of the cold rolling process through artificial neural networks via sensitivity factors
    • L.E. Zárate, and F.R. Bittencout Representation and control of the cold rolling process through artificial neural networks via sensitivity factors Journal of Materials Processing Technology 197 2008 344 362
    • (2008) Journal of Materials Processing Technology , vol.197 , pp. 344-362
    • Zárate, L.E.1    Bittencout, F.R.2
  • 30
    • 67349141480 scopus 로고    scopus 로고
    • Qualitative behavior rules for the cold rolling process extracted from trained ann via the fcann method
    • L.E. Zárate, and S.M. Dias Qualitative behavior rules for the cold rolling process extracted from trained ann via the fcann method Engineering Applications of Artificial Intelligence 22 2009 718 731
    • (2009) Engineering Applications of Artificial Intelligence , vol.22 , pp. 718-731
    • Zárate, L.E.1    Dias, S.M.2
  • 31
    • 56449128898 scopus 로고    scopus 로고
    • Fcann: A new approach for extraction and representation of knowledge from ann trained via formal concept analysis
    • L.E. Zárate, S.M. Dias, and M.A.J. Song Fcann: A new approach for extraction and representation of knowledge from ann trained via formal concept analysis Neurocomputing 71 2008 2670 2684
    • (2008) Neurocomputing , vol.71 , pp. 2670-2684
    • Zárate, L.E.1    Dias, S.M.2    Song, M.A.J.3
  • 33
    • 33645692245 scopus 로고    scopus 로고
    • Predicting effects of climate fluctuations for water management by applying neural networks
    • E. Zhangand, and P. Trimble Predicting effects of climate fluctuations for water management by applying neural networks World Resource Review 8 1996 1 18
    • (1996) World Resource Review , vol.8 , pp. 1-18
    • Zhangand, E.1    Trimble, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.