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Stiences~Journal-des Sciences & International Institute for and Environmental Box DA Netherlands a a fiables à a floues, à pays. a a Open for discussion until 1 April 2000 M. J. Hall regionalization a a T, a a region. a & & & & & a a a region-of-influence a n a & aa classification of hydrologically homogeneous regions & & a a a a supervised learning. a unsupervised competitive learning & & a a a A a A a flow a a a finite a a a & final a Flood Studies Report a Xof K X = [x ...,x N ' J W a c X 2 c M. J. Hall A. W. a 2 a A field a a priori a a & & a a w K x fired a y : D classification a A final fired a fire & a a a A X. k / c ^ \i k a a c K a v i = c: d V k=l M.J. Hall r a r-\, r r i n = \,2,...,N a a (p) = u S 2 'd j=\\ J a e, =p+l r Xk c. A tr(\J*XJ * T tr c x c F U a lie lie. a classification of hydrologically homogeneous regions a flow & a a a a 8 9 Flood Studies Report AREA, MSL, SAAR, SOIL. et al., A n k: yt k, y e = J kn yn{mm) . . y y( nth M.J. Hall a five aet al. »� 2 x a a five 1 a a SOIL five 2 first a a F 3 2 a classification homogeneous 1 2 3 4 5 6 7 8 9 4 0 4 0 1 AREA MSL SAAR SOIL 2 Kohonen network analysis: AREA MSL SAAR SOIL Fuzzy AREA MSL SAAR SOIL Fuzzy c- AREA MSL SAAR SOIL -means analysis I classes): analysis (three classes): - 3 I F M. J. Hall 3 2 SAAR SOIL 2 3 I A 2 SAARSOIL SAAR SOIL SOIL a a classification of hydrologically homogeneous regions AREA MSL, et al, MSL AREA a a a a &a a a a a priori a a a & J. Hydrol. & An Introduction to Neural Computing. & & Neural Computing: An Introduction. & J. Wat. Resour. Plan. Manage. J. Wat. Resour. Plan. Manage. Hydrol Sci. J. M. J. Hall & A. & Introduction to Multivariate Analysis. & & Hydrol. Sci. J. L. & Flow Regimes from Experimental and Network Data (FREND), vol. II, Hydrological Data. A Flood Studies Report. Flood Studies ReportFive Years On. & Proc. Hydroinformatics '98, 3rd Int. Hydroinformalics & Proc. Am. Soc. Civ. Engrs J. Irrig. Drain. Div. & Wat. Resour. Res. & Fuzzy Sets and Fuzzy Logic. Theory and Applications. L. & Chemometrics and Intelligent Laboratory Systems & Hydrol. Sci. J. J. Hydrol. &J. Hydrol. Flood Studies Report, vol. I, Hydrological Studies. Flood Studies Report, vol. IV, Hydrological Data. & Wat. Resour. Res. Fuzzy Logic with Engineering Applications. flood Hydrol. Sci. J. Hydrol. Sci. J. Hydrol. Sci. J. 2