model-based clustering algorithms

SDM
2003
SIAM

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Scalable, Balanced Model-based Clustering

14 years 1 months ago

This paper presents a general framework for adapting any generative (model-based) clustering algorithm to provide balanced solutions, i.e., clusters of comparable sizes. Partition...

Shi Zhong, Joydeep Ghosh

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ICDM
2005
IEEE

189views Data Mining» more ICDM 2005»

Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering

14 years 5 months ago

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We present a novel approach for clustering sequences of multi-dimensional trajectory data obtained from a sensor network. The sensory time-series data present new challenges to da...

Jie Yin, Qiang Yang

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