메뉴 건너뛰기




Volumn 2611, Issue , 2003, Pages 119-130

Generalisation and model selection in supervised learning with evolutionary computation

Author keywords

[No Author keywords available]

Indexed keywords

BIOINFORMATICS;

EID: 35248824577     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-36605-9_12     Document Type: Article
Times cited : (16)

References (26)
  • 1
    • 0345407833 scopus 로고    scopus 로고
    • Fogel, G., Corne, D., eds.: Morgan Kauffmann, San Francisco, CA
    • Fogel, G., Corne, D., eds.: Evolutionary Computation in Bioinformatics. Morgan Kauffmann, San Francisco, CA (2003)
    • (2003) Evolutionary Computation in Bioinformatics
  • 7
    • 0034863394 scopus 로고    scopus 로고
    • Spectral analysis via supervised genetic search with application-specific mutations
    • Seoul, Korea, IEEE
    • Taylor, J., Rowland, J.J., Kell, D.B.: Spectral analysis via supervised genetic search with application-specific mutations. In: IEEE Congress on Evolutionary Computation (CEC), Seoul, Korea, IEEE (2001) 481-486
    • (2001) IEEE Congress on Evolutionary Computation (CEC) , pp. 481-486
    • Taylor, J.1    Rowland, J.J.2    Kell, D.B.3
  • 10
    • 0035247432 scopus 로고    scopus 로고
    • A comparison of linear genetic programming and neural networks in medical data mining
    • Brameier, M., Banzhaf, W.: A comparison of linear genetic programming and neural networks in medical data mining. IEEE Transactions on Evolutionary Computation 5 (2001) 17-26
    • (2001) IEEE Transactions on Evolutionary Computation , vol.5 , pp. 17-26
    • Brameier, M.1    Banzhaf, W.2
  • 12
    • 84901429700 scopus 로고    scopus 로고
    • Evolved neural networks for quantitative structure-activity relationships of anti-HIV compounds
    • Hawaii, USA, IEEE
    • Landavazo, D., Fogel, G.: Evolved neural networks for quantitative structure-activity relationships of anti-HIV compounds. In: IEEE Congress on Evolutionary Computation (part of WCCI), Hawaii, USA, IEEE (2002) 199-204
    • (2002) IEEE Congress on Evolutionary Computation (Part of WCCI) , pp. 199-204
    • Landavazo, D.1    Fogel, G.2
  • 13
    • 0037023934 scopus 로고    scopus 로고
    • Monitoring of complex industrial bioprocesses for metabolite concentrations using modern spectroscopies and machine learning: Application to gibberellic acid production
    • McGovern, A., Broadhurst, D., Taylor, J., Gilbert, R., Kaderbhai, N., Winson, M., Small, D., Rowland, J., Kell, D., Goodacre, R.: Monitoring of complex industrial bioprocesses for metabolite concentrations using modern spectroscopies and machine learning: application to gibberellic acid production. Biotechnology & Bioengineering 78 (2002) 527-538
    • (2002) Biotechnology & Bioengineering , vol.78 , pp. 527-538
    • McGovern, A.1    Broadhurst, D.2    Taylor, J.3    Gilbert, R.4    Kaderbhai, N.5    Winson, M.6    Small, D.7    Rowland, J.8    Kell, D.9    Goodacre, R.10
  • 14
    • 84952126648 scopus 로고
    • Validation of regression models
    • Snee, R.: Validation of regression models. Technometrics 19 (1977) 415-428
    • (1977) Technometrics , vol.19 , pp. 415-428
    • Snee, R.1
  • 15
    • 84901439894 scopus 로고    scopus 로고
    • Data mining using genetic programming: The implications of parsimony on generalization error
    • Washington; DC
    • Cavaretta, M.J., Chellapilla, K.: Data mining using genetic programming: The implications of parsimony on generalization error. In: Proc. IEEE Congress on Evolutionary Computation, Washington; DC (1999) 1330-1337
    • (1999) Proc. IEEE Congress on Evolutionary Computation , pp. 1330-1337
    • Cavaretta, M.J.1    Chellapilla, K.2
  • 16
    • 84927958012 scopus 로고    scopus 로고
    • Genetic programming, ensemble methods and the bias/variance tradeoff - Introductory investigations
    • Proc. EuroGP 2000. Springer-Verlag
    • Keijzer, M., Babovic, V.: Genetic programming, ensemble methods and the bias/variance tradeoff - introductory investigations. In: Proc. EuroGP 2000. Volume 1802 of LNCS., Springer-Verlag (2000) 76-90
    • (2000) LNCS , vol.1802 , pp. 76-90
    • Keijzer, M.1    Babovic, V.2
  • 20
    • 85164392958 scopus 로고
    • A study of cross-validation and bootstrap for accuracy estimation and model selection
    • Kohavi, R.: A study of cross-validation and bootstrap for accuracy estimation and model selection. Intl. Joint Conf. on Artificial Intelligence 14 (1995) 1137-1145
    • (1995) Intl. Joint Conf. on Artificial Intelligence , vol.14 , pp. 1137-1145
    • Kohavi, R.1
  • 21
    • 0003495934 scopus 로고
    • Technical Report 421, Department of Statistics, University of California, Berkeley
    • Breiman, L.: Bagging predictors. Technical Report 421, Department of Statistics, University of California, Berkeley (1994)
    • (1994) Bagging Predictors
    • Breiman, L.1
  • 24
    • 0035992220 scopus 로고    scopus 로고
    • Symbolic discriminant analysis of microarray data in autoimmune disease
    • Moore, J.H., Parker, J.S., Olsen, N.J., Aune, T.M.: Symbolic discriminant analysis of microarray data in autoimmune disease. Genetic Epidemiology 23 (2002) 57-69
    • (2002) Genetic Epidemiology , vol.23 , pp. 57-69
    • Moore, J.H.1    Parker, J.S.2    Olsen, N.J.3    Aune, T.M.4
  • 25
    • 0034973569 scopus 로고    scopus 로고
    • Multifactor-dimensionality reduction reveals high-order interactions among estrogen-metabolism genes in sporadic breast cancer
    • Ritchie, M.D., Hahn, L.W., Roodi, N., Bailey, L.R., Dupont, W.D., Pari, F.F., Moore, J.H.: Multifactor-dimensionality reduction reveals high-order interactions among estrogen-metabolism genes in sporadic breast cancer. American Journal of Human Genetics 69 (2001) 138-147
    • (2001) American Journal of Human Genetics , vol.69 , pp. 138-147
    • Ritchie, M.D.1    Hahn, L.W.2    Roodi, N.3    Bailey, L.R.4    Dupont, W.D.5    Pari, F.F.6    Moore, J.H.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.