Visual Data Mining In Atmospheric Science Data

作者: Márcia Macêdo , Dianne Cook , Timothy J. Brown

DOI: 10.1023/A:1009880716855

关键词: Exploratory data analysisData visualizationStatistical graphicsClustering high-dimensional dataVisual approachSIMPLE (military communications protocol)Data scienceInteractive visual analysisComputer scienceData miningData set

摘要: This paper discusses the use of simple visual tools to explore multivariate spatially-referenced data. It describes interactive approaches such as linked brushing, and dynamic methods grand tour, applied studying Comprehensive Ocean-Atmosphere Data Set (COADS). approach provides an alternative way gain understanding high-dimensional also cross-validation adjuncts more computationally intensive data mining techniques.

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