Search results
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Title
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Beyond the PCA : a comprehensive review of dimension reduction techniques
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Author
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Kenjale, Tanmay
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Date Created
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2022
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Subjects--Topical
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Statistics, Dimension reduction (Statistics), Regression analysis
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Description
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Regression analysis is a key tool in modeling the relationship between predictor variables and the conditional mean of the response variable. However, as the number of predictors increases, existing estimation methods become challenging. Dimension...
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Title
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Image dilution using Harris corner detection and geometric kernels
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Author
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James, Aiden, Li, Xingjie Helen
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Date Created
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2022
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Subjects--Topical
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Computer science, Sparse matrices, Matrices
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Description
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Image files contain large amounts of data. An image is essentially a matrix of values, often represented as RGBA (red, green, blue, alpha) arrays. A large three dimensional matrix with a height and width likely in the hundreds can take long for a ...
