Results 11 to 20 of about 29,887,370 (259)
Structural components in functional data. [PDF]
, 2009 Analyzing functional data often leads to finding common factors, for which functional principal component analysis proves to be a useful tool to summarize and characterize the random variation in a function space.
Gasser, T +8 more
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Point Processes in a Metric Space and Their Applications
Mathematics, 2022 Point processes are important in extreme value theory due to their equivalent formulations of two popular models in various applications: the block maxima models and the peak-over-threshold model.
Yuwei Zhao
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Mathematics, 2022 Stute presented the so-called conditional U-statistics generalizing the Nadaraya–Watson estimates of the regression function. Stute demonstrated their pointwise consistency and the asymptotic normality.
Salim Bouzebda, Inass Soukarieh
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Depth-based classification for functional data [PDF]
, 2005 Classification is an important task when data are curves. Recently, the notion of statistical depth has been extended to deal with functional observations.
Romo, Juan, López Pintado, Sara
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Identification of Granite Varieties from Colour Spectrum Data
Sensors, 2010 The granite processing sector of the northwest of Spain handles many varieties of granite with specific technical and aesthetic properties that command different prices in the natural stone market. Hence, correct granite identification and classification
José Antonio Vilán +3 more
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Signature of Alzheimer’s Disease in Intestinal Microbiome: Results From the AlzBiom Study
Frontiers in Neuroscience, 2022 BackgroundChanges in intestinal microbiome composition have been described in animal models of Alzheimer’s disease (AD) and AD patients. Here we investigated how well taxonomic and functional intestinal microbiome data and their combination with clinical
Christoph Laske +13 more
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Use of functional cluster analysis of CPTU data for assessment of a subsoil rigidity
Studia Geotechnica et Mechanica, 2018 This paper shows an example of the grouping of piezocone penetration test (CPTU) characteristics using functional data analysis, together with the results of clustering, in the form of a subsoil rigidity model.
Młynarek Zb. +2 more
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Pattern Functional Dependencies for Data Cleaning [PDF]
, 2020 Patterns (or regex-based expressions) are widely used to constrain the format of a domain (or a column), e.g., a Year column should contain only four digits, and thus a value like “1980-” might be a typo.
Stonebraker, Michael +8 more
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Entropy, 2023 The convergence rate for free-distribution functional data analyses is challenging. It requires some advanced pure mathematics functional analysis tools.
Ouahiba Litimein +4 more
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, 2022 This dataset contains the images and data used in the the paper "Topologically Organized Networks in the Claustrum Reflect Functional Modularization"
Augustine, George J., Ham, Gao Xiang
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