메뉴 건너뛰기




Volumn 3025, Issue , 2004, Pages 230-245

Pap-smear classification using efficient second order neural network training algorithms

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; ITERATIVE METHODS; PERSONNEL TRAINING; PROBLEM SOLVING; SET THEORY; ARTIFICIAL INTELLIGENCE; BENCHMARKING; CLASSIFICATION (OF INFORMATION); CONSTRAINED OPTIMIZATION; LEAST SQUARES APPROXIMATIONS; MOMENTUM; NEURAL NETWORKS; OPTIMIZATION;

EID: 9444268686     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-24674-9_25     Document Type: Conference Paper
Times cited : (32)

References (28)
  • 2
    • 0036738759 scopus 로고    scopus 로고
    • Two highly efficient second order algorithms for training feedforward networks
    • Ampazis N., Perantonis S. J.: Two Highly Efficient Second Order Algorithms for Training Feedforward Networks, IEEE Transactions on Neural Networks, 13 (5) (2002) 1064-1074.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.5 , pp. 1064-1074
    • Ampazis, N.1    Perantonis, S.J.2
  • 5
    • 6344278032 scopus 로고    scopus 로고
    • MSc Thesis, Technical University of Denmark, Dept. of Automation
    • Byriel J.: Neuro-Fuzzy Classification of Cells in Cervical Smears. MSc Thesis, Technical University of Denmark, Dept. of Automation, (1999), http://fuzzy.iau.dtu.dk/download/byriel99.pdf.
    • (1999) Neuro-Fuzzy Classification of Cells in Cervical Smears
    • Byriel, J.1
  • 7
    • 0031139832 scopus 로고    scopus 로고
    • Pruning algorithms for rule learning
    • Johannes Furnkranz: Pruning Algorithms for Rule Learning. Machine Learning 27 (1997) 139-171.
    • (1997) Machine Learning , vol.27 , pp. 139-171
    • Furnkranz, J.1
  • 8
    • 0002824920 scopus 로고
    • Global convergence properties of conjugate gradient methods for optimization
    • Gilbert J. C. Nocedal J.: Global convergence properties of conjugate gradient methods for optimization. SIAM J. on Optimization 2 (1) (1992).
    • (1992) SIAM J. on Optimization , vol.2 , Issue.1
    • Gilbert, J.C.1    Nocedal, J.2
  • 11
    • 0002298124 scopus 로고    scopus 로고
    • On using syntactic constraints with genetic programming
    • P.J.Angeline, K.E.Jinnear.Jr. eds., MIT Press
    • Gruau P.: On Using Syntactic Constraints with Genetic Programming, P.J.Angeline, K.E.Jinnear.Jr. eds., Advances in Genetic Programming, (1996) MIT Press.
    • (1996) Advances in Genetic Programming
    • Gruau, P.1
  • 12
    • 0028543366 scopus 로고
    • Training feedforward networks with the Marquardt algorithm
    • Hagan M. T., Menhaj, M.: Training feedforward networks with the Marquardt algorithm. IEEE Transactions on Neural Networks 5 (6) (1994) 989-993.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.6 , pp. 989-993
    • Hagan, M.T.1    Menhaj, M.2
  • 13
    • 8644282739 scopus 로고    scopus 로고
    • Neuro-fuzzy modeling for nonlinear dynamic system identification
    • E.H. Ruspini, P.P. Bonissone, W. Pedrycz, eds., Institute of Physics Publishing, Dirak House, Temple Back, Bristol BS1 6BE UK
    • Jang J-S. R.: Neuro-fuzzy modeling for nonlinear dynamic system identification. E.H. Ruspini, P.P. Bonissone, W. Pedrycz, eds., Handbook of Fuzzy Computation, (1998) Institute of Physics Publishing, Dirak House, Temple Back, Bristol BS1 6BE UK.
    • (1998) Handbook of Fuzzy Computation
    • Jang, J.-S.R.1
  • 15
    • 0013222889 scopus 로고    scopus 로고
    • Neurofuzzy modelling
    • Technical University of Denmark: Oersted-DTU
    • Jantzen J.: Neurofuzzy Modelling. Technical University of Denmark: Oersted-DTU, Tech report no 98-H-874 (nfmod), (1998). URL http://fuzzy.iau.dtu. dk/download/nfmod.pdf.
    • (1998) Tech Report No 98-H-874 (Nfmod)
    • Jantzen, J.1
  • 16
    • 0002308321 scopus 로고    scopus 로고
    • The application of PAPNET to diagnostic cytology
    • P. Lisboa, E. Ifeachor, P. Szczepaniak (Eds.), Springer
    • Koss L.: The Application of PAPNET to Diagnostic Cytology. P. Lisboa, E. Ifeachor, P. Szczepaniak (Eds.), Artificial Neural Networks in Biomedicine, (2000) 51-68 Springer.
    • (2000) Artificial Neural Networks in Biomedicine , pp. 51-68
    • Koss, L.1
  • 20
    • 41649100110 scopus 로고    scopus 로고
    • Pap-Smear Classification
    • MSc Thesis, Technical University of Denmark
    • Martin Erik: Pap-Smear Classification, MSc Thesis, Technical University of Denmark, Oersted-DTU, Automation (2003).
    • (2003) Oersted-DTU, Automation
    • Erik, M.1
  • 21
    • 0016772212 scopus 로고
    • Comparison of the predicted and observed secondary structure of T4 phage lysozyme
    • Matthews, B.W.: Comparison of the predicted and observed secondary structure of T4 phage lysozyme. Biochemica et Biophysica Acta, 405 (1975) 442-551.
    • (1975) Biochemica Et Biophysica Acta , vol.405 , pp. 442-551
    • Matthews, B.W.1
  • 23
    • 0029051931 scopus 로고
    • An efficient constrained learning algorithm with momentum acceleration
    • Perantonis S. J., Karras D. A.: An efficient constrained learning algorithm with momentum acceleration. Neural Networks 8 1995 237-249.
    • (1995) Neural Networks , vol.8 , pp. 237-249
    • Perantonis, S.J.1    Karras, D.A.2
  • 24
    • 9444289487 scopus 로고    scopus 로고
    • Boosting first order learning. Conf. on algorithmic learning theory
    • Sydney, Australia, Springer Verlag
    • Quinlan J.R.: Boosting First Order Learning. Conf. on Algorithmic Learning Theory, 7th Int. Workshop ALT'96, Sydney, Australia, (1996) 1-11 Springer Verlag.
    • (1996) 7th Int. Workshop ALT'96 , pp. 1-11
    • Quinlan, J.R.1
  • 25
    • 0000963049 scopus 로고    scopus 로고
    • Boosting, bagging, and C4.5
    • Portland, Oregon, USA, AAAI Press
    • Quinlan J.R.: Boosting, Bagging, and C4.5. Proc. of the 13th National Conf. on AI, Portland, Oregon, USA, (1996) 725-730, AAAI Press.
    • (1996) Proc. of the 13th National Conf. on AI , pp. 725-730
    • Quinlan, J.R.1
  • 27
    • 0025448521 scopus 로고
    • The strategy of weak learnability
    • Schapire R.: The strategy of weak learnability. Machine Learning 5 (2) (1990) 197-227.
    • (1990) Machine Learning , vol.5 , Issue.2 , pp. 197-227
    • Schapire, R.1
  • 28
    • 9444288328 scopus 로고    scopus 로고
    • Evolving rule based systems in two medical domains using genetic programming
    • (to appear) Artificial Intelligence in Medicine, Elsevier
    • Tsakonas A., Dounias G., Jantzen J., Axer H, Bjerregaard B., von Keyserlingk D.G.: Evolving Rule Based Systems in two Medical Domains Using Genetic Programming. AIM Journal, (2003) (to appear) Artificial Intelligence in Medicine, Elsevier.
    • (2003) AIM Journal
    • Tsakonas, A.1    Dounias, G.2    Jantzen, J.3    Axer, H.4    Bjerregaard, B.5    Von Keyserlingk, D.G.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.