Journal ArticleDOI
Pattern Classification and Scene Analysis.
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This article is published in Journal of the American Statistical Association.The article was published on 1974-09-01. It has received 14948 citations till now.read more
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Automatic reduction of hyperspectral imagery using wavelet spectral analysis
TL;DR: It is shown that automatic wavelet reduction yields better or comparable classification accuracy for hyperspectral data, while achieving substantial computational savings.
Association Rule Mining: A Survey
Qiankun Zhao,Sourav S. Bhowmick +1 more
TL;DR: The main process of KDD is the data mining process, in this process different algorithms are applied to produce hidden knowledge, which evaluates the mining result according to users’ requirements and domain knowledge.
Book ChapterDOI
Adaptive Template Moderated Spatially Varying Statistical Classification
TL;DR: A novel image segmentation algorithm was developed, in which an explicit anatomical template is used to moderate the segmentation obtained by statistical classification, which forms an adaptive, template moderated, spatially varying statistical classification (SVC).
Journal ArticleDOI
Critical Analysis of the Impact of Glottal Features in the Classification of Clinical Depression in Speech
TL;DR: Analysis of discriminating feature sets used in the study reflect a clear indication that glottal descriptors are vital components of vocal affect analysis.
Journal ArticleDOI
A multidimensional hybrid intelligent method for gear fault diagnosis
TL;DR: This paper proposes a new multidimensional hybrid intelligent diagnosis method to identify different categories and levels of gear damage automatically and shows it can reliably recognize single damage modes, combinedDamage modes, and damage levels.