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We consider finite-alphabet and real-valued time series and the following four problems: i) estimation of the (limiting) probability P(x0 1/4xs) for every s and each sequence x0 1/4xs of letters from the process alphabet (or estimation of the density p(x0, 1/4, xs) for real-valued time series), ii) the so-called on-line prediction, where the conditional probability P(xt+1| x1x2 1/4xt) (or the conditional...
Gromadzenie ogromnych ilości danych w komputerowych bazach danych stało się przyczyną rozwoju metod eksploracji danych (data mining), które mają za zadanie wyszukiwanie w tych zbiorach cennych informacji. Jednym z podstawowych zadań eksploracji danych jest modelowanie predykcyjne (przewidujące). Metody predykcji mają na celu stworzenie modelu, który będzie pozwalał przewidywać wartości interesującej...
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