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MMDB
2004
ACM
153views Multimedia» more  MMDB 2004»
14 years 4 months ago
A PCA-based similarity measure for multivariate time series
Multivariate time series (MTS) datasets are common in various multimedia, medical and financial applications. We propose a similarity measure for MTS datasets, Eros (Extended Fro...
Kiyoung Yang, Cyrus Shahabi
JIIS
2002
119views more  JIIS 2002»
13 years 10 months ago
Spatio-Temporal Data Mining for Typhoon Image Collection
Our research aims at discovering useful knowledge from the large collection of satellite images of typhoons using data mining approaches. We first introduce the creation of the typ...
Asanobu Kitamoto
JOT
2006
185views more  JOT 2006»
13 years 10 months ago
Empirical Study of Object-Oriented Metrics
The increasing importance of software measurement has led to development of new software measures. Many metrics have been proposed related to various constructs like class, coupli...
K. K. Aggarwal, Yogesh Singh, Arvinder Kaur, Ruchi...
BMCBI
2007
123views more  BMCBI 2007»
13 years 10 months ago
Robust clustering in high dimensional data using statistical depths
Background: Mean-based clustering algorithms such as bisecting k-means generally lack robustness. Although componentwise median is a more robust alternative, it can be a poor cent...
Yuanyuan Ding, Xin Dang, Hanxiang Peng, Dawn Wilki...
SC
2004
ACM
14 years 4 months ago
A Performance and Scalability Analysis of the BlueGene/L Architecture
This paper is structured as follows. Section 2 gives an architectural description of BlueGene/L. Section 3 analyzes the issue of “computational noise” – the effect that the o...
Kei Davis, Adolfy Hoisie, Greg Johnson, Darren J. ...