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» Distributed Data Mining Models as Services on the Grid
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SDM
2004
SIAM
162views Data Mining» more  SDM 2004»
15 years 7 months ago
Subspace Clustering of High Dimensional Data
Clustering suffers from the curse of dimensionality, and similarity functions that use all input features with equal relevance may not be effective. We introduce an algorithm that...
Carlotta Domeniconi, Dimitris Papadopoulos, Dimitr...
CCGRID
2008
IEEE
15 years 8 months ago
Orchestrating Data-Centric Workflows
When orchestrating data-centric workflows as are commonly found in the sciences, centralised servers can become a bottleneck to the performance of a workflow; output from service i...
Adam Barker, Jon B. Weissman, Jano I. van Hemert
PAMI
2008
216views more  PAMI 2008»
15 years 6 months ago
Annotating Images by Mining Image Search Results
Although it has been studied for years by the computer vision and machine learning communities, image annotation is still far from practical. In this paper, we propose a novel atte...
Xin-Jing Wang, Lei Zhang 0001, Xirong Li, Wei-Ying...
ICARCV
2006
IEEE
132views Robotics» more  ICARCV 2006»
16 years 14 days ago
Dynamic Environment Modeling with Gridmap: A Multiple-Object Tracking Application
— The Bayesian occupancy filter (BOF) [1] has achieved promising results in the object tracking applications. This paper presents a new development of BOF which inherits origina...
Cheng Chen, Christopher Tay, Christian Laugier, Ka...
ICC
2007
IEEE
132views Communications» more  ICC 2007»
15 years 10 months ago
Supporting Bulk Data Transfers of High-End Applications with Guaranteed Completion Time
In high-end grid networks, distributed resources (scientific instruments, CPUs, storages, etc.) are interconnected to support computing-intensive and data-intensive applications, w...
Bin Bin Chen, Pascale Vicat-Blanc Primet