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Volumn 2611, Issue , 2003, Pages 87-98

Comparison of AdaBoost and genetic programming for combining neural networks for drug discovery

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE BOOSTING; DATA FUSION; DATA MINING; DRUG PRODUCTS; ENZYME INHIBITION; GENETIC ALGORITHMS; NEURAL NETWORKS;

EID: 0344976353     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-36605-9_9     Document Type: Review
Times cited : (5)

References (28)
  • 1
    • 0032302376 scopus 로고    scopus 로고
    • Multiple interacting programs: A representation for evolving complex behaviors
    • November
    • Peter J. Angeline. Multiple interacting programs: A representation for evolving complex behaviors. Cybernetics and Systems, 29(8):779-806, November 1998.
    • (1998) Cybernetics and Systems , vol.29 , Issue.8 , pp. 779-806
    • Angeline, P.J.1
  • 2
    • 0004003758 scopus 로고
    • D. C. Heath, Lexington, MA, USA
    • Ken Binmore. Fun and Games. D. C. Heath, Lexington, MA, USA, 1990.
    • (1990) Fun and Games
    • Binmore, K.1
  • 3
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Leo Breiman. Bagging predictors. Machine Learning, 24:123-140, 1996.
    • (1996) Machine Learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 6
    • 85008255983 scopus 로고
    • Dynamic training subset selection for supervised learning in genetic programming
    • Yuval Davidor, Hans-Paul Schwefel, and Reinhard Männer, editors, Parallel Problem Solving from Nature III, Jerusalem, 9-14 October Springer-Verlag
    • Chris Gathercole and Peter Ross. Dynamic training subset selection for supervised learning in genetic programming. In Yuval Davidor, Hans-Paul Schwefel, and Reinhard Männer, editors, Parallel Problem Solving from Nature III, volume 866 of LNCS, pages 312-321, Jerusalem, 9-14 October 1994. Springer-Verlag.
    • (1994) LNCS , vol.866 , pp. 312-321
    • Gathercole, C.1    Ross, P.2
  • 7
    • 0035363671 scopus 로고    scopus 로고
    • Feature-level and decision level fusion of noncoincidently sampled sensors for land mine detection
    • June
    • Ajith H. Gunatilaka and Brian A. Baertlein. Feature-level and decision level fusion of noncoincidently sampled sensors for land mine detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 23(6):577-589, June 2001.
    • (2001) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.23 , Issue.6 , pp. 577-589
    • Gunatilaka, A.H.1    Baertlein, B.A.2
  • 9
    • 0007627926 scopus 로고    scopus 로고
    • Genetic and evolutionary algorithms
    • Paul von Rague, editor, John Wiley and Sons
    • Gareth Jones. Genetic and evolutionary algorithms. In Paul von Rague, editor, Encyclopedia of Computational Chemistry. John Wiley and Sons, 1998.
    • (1998) Encyclopedia of Computational Chemistry
    • Jones, G.1
  • 10
    • 0007729457 scopus 로고    scopus 로고
    • Second International Conference on Multiple Classifier Systems
    • Josef Kittler and Fabio Roli, editors. Cambridge, 2-4 July Springer Verlag
    • Josef Kittler and Fabio Roli, editors. Second International Conference on Multiple Classifier Systems, volume 2096 of LNCS, Cambridge, 2-4 July 2001. Springer Verlag.
    • (2001) LNCS , vol.2096
  • 11
    • 0142223469 scopus 로고    scopus 로고
    • Soft sensor development using genetic programming
    • Lee Spector et al., editors, San Francisco, California, USA, 7-11 July Morgan Kaufmann
    • Arthur K. Kordon and Guido F. Smits. Soft sensor development using genetic programming. In Lee Spector et al., editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), pages 1346-1351, San Francisco, California, USA, 7-11 July 2001. Morgan Kaufmann.
    • (2001) Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001) , pp. 1346-1351
    • Kordon, A.K.1    Smits, G.F.2
  • 12
    • 0033169217 scopus 로고    scopus 로고
    • Multiobjective genetic optimization of diagnostic classifiers with implications for generating receiver operating characteristic curves
    • Aug
    • M. A. Kupinski and M. A. Anastasio. Multiobjective genetic optimization of diagnostic classifiers with implications for generating receiver operating characteristic curves. IEEE Transactions on Medical Imaging, 18(8):675-685, Aug 1999.
    • (1999) IEEE Transactions on Medical Imaging , vol.18 , Issue.8 , pp. 675-685
    • Kupinski, M.A.1    Anastasio, M.A.2
  • 13
    • 0033686017 scopus 로고    scopus 로고
    • Multiobjective genetic optimization of diagnostic classifiers used in the computerized detection of mass lesions in mammography
    • Kenneth M. Hanson, editor, San Diego, California
    • Matthew A. Kupinski, Mark A. Anastasio, and Maryellem L. Giger. Multiobjective genetic optimization of diagnostic classifiers used in the computerized detection of mass lesions in mammography. In Kenneth M. Hanson, editor, SPIE Medical Imaging Conference, volume 3979, San Diego, California, 2000.
    • (2000) SPIE Medical Imaging Conference , vol.3979
    • Kupinski, M.A.1    Anastasio, M.A.2    Giger, M.L.3
  • 14
    • 0002561435 scopus 로고    scopus 로고
    • Genetic programming for combining classifiers
    • Lee Spector et al., editors, San Francisco, California, USA, 7-11 July Morgan Kaufmann
    • W. B. Langdon and B. F. Buxton. Genetic programming for combining classifiers. In Lee Spector et al., editors, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), pages 66-73, San Francisco, California, USA, 7-11 July 2001. Morgan Kaufmann.
    • (2001) Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001) , pp. 66-73
    • Langdon, W.B.1    Buxton, B.F.2
  • 15
    • 84858999492 scopus 로고    scopus 로고
    • Genetic programming for improved receiver operating characteristics
    • Josef Kittler and Fabio Roli, editors, Second International Conference on Multiple Classifier System, Cambridge, 2-4 July Springer Verlag
    • W. B. Langdon and B. F. Buxton. Genetic programming for improved receiver operating characteristics. In Josef Kittler and Fabio Roli, editors, Second International Conference on Multiple Classifier System, volume 2096 of LNCS, pages 68-77, Cambridge, 2-4 July 2001. Springer Verlag.
    • (2001) LNCS , vol.2096 , pp. 68-77
    • Langdon, W.B.1    Buxton, B.F.2
  • 16
    • 84937438636 scopus 로고    scopus 로고
    • Evolving receiver operating characteristics for data fusion
    • Julian F. Miller et al., editors, Genetic Programming, Proceedings of EuroGP'2001, Lake Como, Italy, 18-20 April Springer-Verlag
    • William B. Langdon and Bernard F. Buxton. Evolving receiver operating characteristics for data fusion. In Julian F. Miller et al., editors, Genetic Programming, Proceedings of EuroGP'2001, volume 2038 of LNCS, pages 87-96, Lake Como, Italy, 18-20 April 2001. Springer-Verlag.
    • (2001) LNCS , vol.2038 , pp. 87-96
    • Langdon, W.B.1    Buxton, B.F.2
  • 17
    • 0013096176 scopus 로고    scopus 로고
    • The evolution of size and shape
    • Lee Spector, William B. Langdon, Una-May O'Reilly, and Peter J. Angeline, editors, chapter 8, MIT Press
    • William B. Langdon, Terry Soule, Riccardo Poli, and James A. Foster. The evolution of size and shape. In Lee Spector, William B. Langdon, Una-May O'Reilly, and Peter J. Angeline, editors, Advances in Genetic Programming 3, chapter 8, pages 163-190. MIT Press, 1999.
    • (1999) Advances in Genetic Programming 3 , pp. 163-190
    • Langdon, W.B.1    Soule, T.2    Poli, R.3    Foster, J.A.4
  • 18
    • 3543137608 scopus 로고    scopus 로고
    • Genetic programming for combining neural networks for drug discovery
    • Rajkumar Roy et al., editors, Springer-Verlag, 10-24 September Published 2002
    • W. B. Langdon, S. J. Barrett, and B. F. Buxton. Genetic programming for combining neural networks for drug discovery. In Rajkumar Roy et al., editors, Soft Computing and Industry Recent Applications, pages 597-608. Springer-Verlag, 10-24 September 2001. Published 2002.
    • (2001) Soft Computing and Industry Recent Applications , pp. 597-608
    • Langdon, W.B.1    Barrett, S.J.2    Buxton, B.F.3
  • 19
    • 84943242431 scopus 로고    scopus 로고
    • Combining decision trees and neural networks for drug discovery
    • James A. Foster et al., editors, Genetic Programming, Proceedings of the 5th European Conference, EuroGP 2002, Kinsale, Ireland, 3-5 April Springer-Verlag
    • William B. Langdon, S. J. Barrett, and B. F. Buxton. Combining decision trees and neural networks for drug discovery. In James A. Foster et al., editors, Genetic Programming, Proceedings of the 5th European Conference, EuroGP 2002, volume 2278 of LNCS, pages 60-70, Kinsale, Ireland, 3-5 April 2002. Springer-Verlag.
    • (2002) LNCS , vol.2278 , pp. 60-70
    • Langdon, W.B.1    Barrett, S.J.2    Buxton, B.F.3
  • 21
    • 0003031249 scopus 로고    scopus 로고
    • Size fair and homologous tree genetic programming crossovers
    • April
    • William B. Langdon. Size fair and homologous tree genetic programming crossovers. Genetic Programming and Evolvable Machines, 1(1/2):95-119, April 2000.
    • (2000) Genetic Programming and Evolvable Machines , vol.1 , Issue.1-2 , pp. 95-119
    • Langdon, W.B.1
  • 22
    • 0030356238 scopus 로고    scopus 로고
    • Actively searching for an effective neural-network ensemble
    • David W. Opitz and Jude W. Shavlik. Actively searching for an effective neural-network ensemble. Connection Science, 8(3-4):337-353, 1996.
    • (1996) Connection Science , vol.8 , Issue.3-4 , pp. 337-353
    • Opitz, D.W.1    Shavlik, J.W.2
  • 23
    • 0035283313 scopus 로고    scopus 로고
    • Robust classification for imprecise environments
    • March
    • Foster Provost and Tom Fawcett. Robust classification for imprecise environments. Machine Learning, 42(3):203-231, March 2001.
    • (2001) Machine Learning , vol.42 , Issue.3 , pp. 203-231
    • Provost, F.1    Fawcett, T.2
  • 24
    • 0034243471 scopus 로고    scopus 로고
    • Boosting neural networks
    • Holger Schwenk and Yoshua Bengio. Boosting neural networks. Neural Computation, 12(8):1869-1887, 2000.
    • (2000) Neural Computation , vol.12 , Issue.8 , pp. 1869-1887
    • Schwenk, H.1    Bengio, Y.2
  • 25
    • 0007210317 scopus 로고    scopus 로고
    • Realisable classifiers: Improving operating performance on variable cost problems
    • Paul H. Lewis and Mark S. Nixon, editors, University of Southampton, UK, 14-17 September
    • M. J. J. Scott, M. Niranjan, and R. W. Prager. Realisable classifiers: Improving operating performance on variable cost problems. In Paul H. Lewis and Mark S. Nixon, editors, Proceedings of the Ninth British Machine Vision Conference, volume 1, pages 304-315, University of Southampton, UK, 14-17 September 1998.
    • (1998) Proceedings of the Ninth British Machine Vision Conference , vol.1 , pp. 304-315
    • Scott, M.J.J.1    Niranjan, M.2    Prager, R.W.3
  • 26
    • 3543091982 scopus 로고    scopus 로고
    • Voting teams: A cooperative approach to non-typical problems using genetic programming
    • Wolfgang Banzhaf et al., editors, Orlando, Florida, USA, 13-17 July Morgan Kaufmann
    • Terence Soule. Voting teams: A cooperative approach to non-typical problems using genetic programming. In Wolfgang Banzhaf et al., editors, Proceedings of the Genetic and Evolutionary Computation Conference, volume 1, pages 916-922, Orlando, Florida, USA, 13-17 July 1999. Morgan Kaufmann.
    • (1999) Proceedings of the Genetic and Evolutionary Computation Conference , vol.1 , pp. 916-922
    • Soule, T.1
  • 27
    • 0034294901 scopus 로고    scopus 로고
    • Better decisions through science
    • October
    • John A. Swets, Robyn M. Dawes, and John Monahan. Better decisions through science. Scientific American, 283(4):70-75, October 2000.
    • (2000) Scientific American , vol.283 , Issue.4 , pp. 70-75
    • Swets, J.A.1    Dawes, R.M.2    Monahan, J.3
  • 28
    • 0000865580 scopus 로고
    • Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm
    • Peter D. Turney. Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm. Journal of Artificial Intelligence Research, 2:369-409, 1995.
    • (1995) Journal of Artificial Intelligence Research , vol.2 , pp. 369-409
    • Turney, P.D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.