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文献目録

1
V.N.Vapnik, Statistical Learning Theory, John Wiley & Sons (1998).

2
赤穂, 津田, ``サポートベクターマシン--基本的仕組み と最近の発展--,'' 数理科学, No.444, pp.52-58 (2000).

3
前田, ``痛快!サポートベクトルマシン-古くて新しいパ ターン認識手法-,'' 情報処理, Vol.42, No.7, pp.676-683 (2001).

4
B.Scholkopf, C.J.C.Burges, A.J.Smola, Advances in Kernel Methods - Support Vector Learning, The MIT Press, 1999.

5
N.Cristianini, J.S-Taylor, An Introduction to Support Vector Machines and other kernel-based learning methods, Cambridge University Press, 2000.

6
T.Hastie, R.Tibshirani, J.Friedman, The Elements of Statistical Learning - Data Mining, Inference, and Prediction, Springer-Verlag, 2001.

7
R.O.Duda, P.E.Hart, D.G.Stork, Pattern Classification (Second Edition), John Wiley & Sons, 2001.

8
K.R.Muller, S.Mika, G.Ratsch, K.Tsuda, B.Scholkopf, ``An introduction to kernel-based learning algorithms,'' IEEE Trans. On Neural Networks, Vol.12, No.2, pp.181-201, 2001.

9
Miller,R.G.,(1974): ``The jacknife -a review,'' Biometrika, Vol.61, No.1, pp.1-15.

10
Stone,M.,(1974): ``Cross-validatory choice and assessment of statistic al predictions,'' Journal of Royal Statistical Society, Vol.B36, pp.111-147.

11
Efron,B.,(1979): ``Bootstrap methods: anothoe look at the jackknife,'' The Annals of Statistics, Vol.7, No.1, pp.1-26.

12
Efron,B.,(1983): ``Estimating the error rate of a prediction rule: imp rovements in cross-validation,'' Journal of Amerian Statistical Association, Vol .78, pp.316-331.

13
Efron,B.,(1985): ``The bootstrap method for assessing statistical accu racy,'' Behaviormetrika, Vol.17, pp.1-35.

14
Akaike,H.,(1974): ``A new look at the statistical model identification,'' IEEE Trans. on Automatic Control, vol.AC-19, No.6, pp.716-723.

15
坂本, 石黒, 北川,(1983): ``情報量統計学,'' 共立出版.

16
Rissanen,J.,(1983): ``A universal prior for integers and estimation by minimum description length,'' The Annals of Statistics, Vol.11, NO.2, pp.416-431.

17
Rissanen,J.,(1986): ``Stochastic complexity and modeling,'' The Annals of Statistics, Vol.14, No.3, pp.1080-1100.

18
P.McCullagh, and J.A.Nelder FRS, ``Generalized Linear Models,'' Chapman and Hall, 1989.



平成14年7月18日