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Volumn 1, Issue , 2005, Pages 822-826

A comparative study on GA based and BP based induction of neural network trees

Author keywords

Decision trees; Machine learning; Neural network trees; Neural networks; Pattern recognition

Indexed keywords

BACKPROPAGATION; COMPUTATIONAL COMPLEXITY; DECISION THEORY; GENETIC ALGORITHMS; HEURISTIC METHODS; LEARNING SYSTEMS; PATTERN RECOGNITION; PROBLEM SOLVING; TREES (MATHEMATICS);

EID: 27944469047     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (9)

References (17)
  • 3
    • 0000229628 scopus 로고
    • A system for induction of oblique decision tree
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    • (1994) J. Artific. Intell. Res. , vol.2 , Issue.1 , pp. 1-32
    • Murthy, S.K.1    Kasif, S.2    Salzber, S.3
  • 5
    • 0001858087 scopus 로고
    • Multivariate decision trees
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    • (1995) Machine Learning , vol.19 , pp. 45-77
    • Brodley, C.E.1    Utgoff, P.E.2
  • 6
    • 0037297883 scopus 로고    scopus 로고
    • Inducing oblique decision trees with evolutionary algorithms
    • E. Cantú-Paz and C. Kamath, "Inducing oblique decision trees with evolutionary algorithms," IEEE Trans. on Evolutionary Computation, Vol. 7, No. 1, pp. 54-68, 2003.
    • (2003) IEEE Trans. on Evolutionary Computation , vol.7 , Issue.1 , pp. 54-68
    • Cantú-Paz, E.1    Kamath, C.2
  • 8
    • 0034863699 scopus 로고    scopus 로고
    • Evolutionary design of neural network tree - Integration of decision tree, neural network and GA
    • Seoul
    • Q. F. Zhao, "Evolutionary Design of Neural Network Tree - Integration of Decision Tree, Neural Network and GA," Proc. IEEE Congress on Evolutionary Computation, pp. 240-244, Seoul, 2001
    • (2001) Proc. IEEE Congress on Evolutionary Computation , pp. 240-244
    • Zhao, Q.F.1
  • 11
    • 27944469276 scopus 로고    scopus 로고
    • Master Thesis, The University of Aizu, March (supervised by Q. F. Zhao)
    • S. Haruyama, Create Simple NNTrees with MOO-based GA, Master Thesis, The University of Aizu, March 2005 (supervised by Q. F. Zhao).
    • (2005) Create Simple NNTrees with MOO-based GA
    • Haruyama, S.1
  • 12
    • 27944444251 scopus 로고    scopus 로고
    • A new method for efficient design of neural network trees
    • PRMU2004-115, Fukui
    • Q. F. Zhao, "A new method for efficient design of neural network trees," Technical Report of IEICE, PRMU2004-115, pp. 59-64, Fukui, 2004.
    • (2004) Technical Report of IEICE , pp. 59-64
    • Zhao, Q.F.1
  • 14
    • 0015562555 scopus 로고
    • A partitioning algorithm with application in pattern classification and the optimization of decision tree
    • W. S. Meisel and D. A. Michalopoulos, "A partitioning algorithm with application in pattern classification and the optimization of decision tree," IEEE Trans. on Computers, Vol. 22, No. 1, pp. 93-103, 1973.
    • (1973) IEEE Trans. on Computers , vol.22 , Issue.1 , pp. 93-103
    • Meisel, W.S.1    Michalopoulos, D.A.2
  • 16
    • 0014534561 scopus 로고
    • A non-parametric partitioning procedure for pattern classification
    • E. G. Henrichon, JR. and K. S. Fu, "A non-parametric partitioning procedure for pattern classification," IEEE Trans. on Computers, Vol. 18, No. 7, pp. 614-624, 1969.
    • (1969) IEEE Trans. on Computers , vol.18 , Issue.7 , pp. 614-624
    • Henrichon Jr., E.G.1    Fu, K.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.