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» An Exploratory Analysis of Multiple Multivariate Time Series
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KDD
1997
ACM
143views Data Mining» more  KDD 1997»
15 years 2 months ago
Anytime Exploratory Data Analysis for Massive Data Sets
Exploratory data analysis is inherently an iterative, interactive endeavor. In the context of massive data sets, however, many current data analysis algorithms will not scale appr...
Padhraic Smyth, David Wolpert
APVIS
2008
14 years 11 months ago
Multiple Views on System Traces
We present a new method for the visual analysis of multivariate system traces. Our method combines three perspectives: (1) a schematic diagram, (2) time series plots and (3) a sta...
A. Johannes Pretorius, Jarke J. van Wijk
INFOVIS
1998
IEEE
15 years 2 months ago
Geographic Visualization: Designing Manipulable Maps for Exploring Temporally Varying Georeferenced Statistics
Geographic Visualization, sometimes called cartographic visualization, is a form of information visualization in which principles from cartography, geographic information systems ...
Alan M. MacEachren, Francis P. Boscoe, Daniel Haug...
ICDM
2005
IEEE
146views Data Mining» more  ICDM 2005»
15 years 3 months ago
On the Stationarity of Multivariate Time Series for Correlation-Based Data Analysis
Multivariate time series (MTS) data sets are common in various multimedia, medical and financial application domains. These applications perform several data-analysis operations ...
Kiyoung Yang, Cyrus Shahabi
ISSAC
2004
Springer
135views Mathematics» more  ISSAC 2004»
15 years 3 months ago
The truncated fourier transform and applications
In this paper, we present a truncated version of the classical Fast Fourier Transform. When applied to polynomial multiplication, this algorithm has the nice property of eliminati...
Joris van der Hoeven