Outlier detection is an important research problem in data mining that aims to discover useful abnormal and irregular patterns in large data sets. There exist emerging applications of data streams that require Outlier mining, such as network traffic monitoring, web click analysis, weather forecasting ...
Due to the network connection with a record number of high-dimensional, and if they are directly in the high-dimensional data for processing, will be a number of dimensions of disaster. 翻译结果5复制译文编辑译文朗读译文返回顶部 Because the network connects the record to have the high dimension...
Hydraulic Effects of Shales in Fluvial-Deltaic Deposits: Ground-Penetrating Radar, Outcrop Observations, Geostatistics, and Three-Dimensional Flow Modeling... Ground-penetrating radar (GPR) surveys, outcrop measurements, and cores provide a high-resolution 3D geologic model to investigate the hydraulic ...
In this paper we review some of recent developments in high dimensional data analysis, especially in the estimation of covariance and precision matrix, asymptotic results on the eigenstructure in the principal components analysis, and some relevant issues such as test on the equality of two ...
Both nurture (environmental) and nature (genetic factors) play an important role in human disease etiology. Traditionally, these effects have been thought of as independent. This perspective is ill informed for non-mendelian complex disorders which resul
High dimensional statistical problems arise from diverse fields of scientific research and technological development. Variable selection plays a pivotal ro... J Fan,J Lv - 《Statistica Sinica》 被引量: 1038发表: 2010年 Multi-State Models for Panel Data: The msm Package for R Worked examples are...
Multidimensional data visualization is concerned with the question "How can we display high-dimensional data element... CG Healey 被引量: 6发表: 1999年 A framework for the perceptual optimization of multivalued multilayered two-dimensional scientific visualization methods In this dissertation we address...
Advances in computational science are delivering insights into how to improve maternal mortality, deliver better therapies for breast cancer patients, and more.
This special issue emerges from a growing recognition of the need for research into; music curriculum matters in higher education. From our perspective, this arises from; a number of observable tendencies in the mainstream of music education studies in; institutional contexts, as gleaned from a re...
Its high spectral informat... SVD Linden,P Hostert - 《Remote Sensing of Environment》 被引量: 86发表: 2009年 Use of airborne hyperspectral data and height information to support urban micro climate characterisation In addition, surface albedo and leaf area index are derived from the HyMap data...