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... been proposed, the first such probabilistic model was proposed by (Tipping and Bishop, 199 9A, Tipping and Bishop, 199 9B) The advantages of a probabilistic model are numerous: for example, the ... generalized Rayleigh quotient (Duda and Hart, 197 3, Diamantaras and Kung, 199 6) q0 = n C1 n , where C1 is the covariance matrix of the signal n C2 n and C2 that of the noise For d direct...
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... ∗ and costs h∗ to be derived) On some occasions, one might prefer using an inferior O Maimon, L Rokach (eds.), Data Mining and Knowledge Discovery Handbook, 2nd ed., DOI 10.1007/978-0-387-09 823 -4_5, ... University Press, 2nd edition, 19 92 S.T Roweis and L.K Saul Nonlinear dimensionality reduction by locally linear embedding Science, 29 0 (22 ) :23 23 23 26, 20 00 I.J Sc...
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... Machine Learning 1987; 2: 22 9 24 6 Stefanowski J Algorithms of Decision Rule Induction in Data Mining Poznan University of Technology Press, Poznan, Poland, 20 01 Weiss S and Kulikowski C.A Computer ... = k Ci and Ci ∩ C j = for / i=1 i = j Consequently, any instance in S belongs to exactly one and only one subset O Maimon, L Rokach (eds.), Data Mining and Knowledge Dis...
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... Conf Knowledge Discovery and Data Mining, 32- 41, 20 02 Tsoukatos, I and Gunopulos, D Efficient Mining of Spatiotemporal Patterns Proc Int Symp Spatial and Temporal Databases, LNCS 21 21, pages 425 -4 42, ... Personalization, Data Mining and Knowledge Discovery 6:61- 82, 20 02 Padmanabhan B., Tuzhilin A A Belief-Driven Method for Discovering Unexpected Patterns In...
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... on Knowledge Discovery and Data Mining; 20 03 August 24 – 27 ; Washington, DC ACM Press, 20 03 Kleinberg J Authoritative sources in a hyperlinked environment Journal of the ACM, 1999, 46,5:604-6 32 ... Richardson M & Domingos P Mining knowledge- sharing sites for viral marketing Proceedings of Eighth International Conference on Knowledge Discovery and Data Mining; 2...
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