Titlebook: Rough Sets and Current Trends in Computing; 7th International Co Marcin Szczuka,Marzena Kryszkiewicz,Qinghua Hu Conference proceedings 2010

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Learning from Imbalanced Data in Presence of Noisy and Borderline Examplessets to explore the impact of noisy and borderline examples from the minority class on the classifier performance. Results showed that if data was sufficiently disturbed by these factors, then the focused re-sampling methods – NCR and our SPIDER2 – strongly outperformed the oversampling methods. The

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While AD is a widely recognized medical, public health, and social problem, the chaperonopathies have not yet been acknowledged as a related burden of similar magnitude. However, recent evidence collectively indicates that such possibility exists in that AD, or at least some forms of it, may indeed

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Vital-Signs

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Dariusz Ma?yszko,Jaros?aw Stepaniukit in order to treat a broad range of diseases. The underlying molecular mechanisms of aging are not clear, and there are many theories, each with varying degrees of support. A hallmark of aging is a decreased resistance to environmental stresses such as heat, and the lifespan of many organisms is i

staging

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Marzena Kryszkiewicz,Piotr Lasek their name some members of this family have been shown to express during a gamut of non-stress conditions in a variety of plant species. Small HSPs have been known to accumulate during plant developmental stages like pollen development, seed maturation stages, early seed germination and also in sto