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84

SDM
2003
SIAM

110views Data Mining» more SDM 2003»

Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data

14 years 10 months ago

We study the interaction between global and local techniques in data mining. Speciﬁcally, we study the collections of frequent sets in clusters produced by a probabilistic clust...

Jaakko Hollmén, Jouni K. Seppänen, Hei...

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80

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ATAL
2003
Springer

109views Intelligent Agents» more ATAL 2003»

Strategies for the Increased Robustness of Ant-Based Clustering

15 years 2 months ago

Download code.ulb.ac.be

This paper introduces a set of algorithmic modiﬁcations that improve the partitioning results obtained with ant-based clustering. Moreover, general parameter settings and a self-...

Julia Handl, Joshua D. Knowles, Marco Dorigo

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103

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ISCA
2003
IEEE

93views Hardware» more ISCA 2003»

Improving Dynamic Cluster Assignment for Clustered Trace Cache Processors

15 years 2 months ago

Download lca.ece.utexas.edu

This work examines dynamic cluster assignment for a clustered trace cache processor (CTCP). Previously proposed cluster assignment techniques run into unique problems as issue wid...

Ravi Bhargava, Lizy Kurian John

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80

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ICCV
2003
IEEE

227views Computer Vision» more ICCV 2003»

Automatic Video Summarization by Graph Modeling

15 years 11 months ago

Download vireo.cs.cityu.edu.hk

We propose a unified approach for summarization based on the analysis of video structures and video highlights. Our approach emphasizes both the content balance and perceptual qua...

Chong-Wah Ngo, Yu-Fei Ma, HongJiang Zhang

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53

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CVPR
2003
IEEE

184views Computer Vision» more CVPR 2003»

Discovering Clusters in Motion Time-Series Data

15 years 11 months ago