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DEXA
2006
Springer
121views Database» more  DEXA 2006»
15 years 10 months ago
DCF: An Efficient Data Stream Clustering Framework for Streaming Applications
Streaming applications, such as environment monitoring and vehicle location tracking require handling high volumes of continuously arriving data and sudden fluctuations in these vo...
Kyungmin Cho, SungJae Jo, Hyukjae Jang, Su Myeon K...
SI3D
1995
ACM
15 years 10 months ago
Visual Navigation of Large Environments Using Textured Clusters
A visual navigation system is described which uses texture mapped primitives to represent clusters of objects to maintain high and approximately constant frame rates. In cases whe...
Paulo W. C. Maciel, Peter Shirley
ICAC
2006
IEEE
16 years 21 days ago
The Laundromat Model for Autonomic Cluster Computing
Traditional High Performance Computing systems require extensive management and suffer from security and configuration problems. This paper presents a new clustermanagement syste...
Jacob Gorm Hansen, Eske Christiansen, Eric Jul
MLDM
2005
Springer
16 years 4 days ago
Using Clustering to Learn Distance Functions for Supervised Similarity Assessment
Assessing the similarity between objects is a prerequisite for many data mining techniques. This paper introduces a novel approach to learn distance functions that maximizes the c...
Christoph F. Eick, Alain Rouhana, Abraham Bagherje...
COLT
2007
Springer
16 years 25 days ago
Resource-Bounded Information Gathering for Correlation Clustering
We present a new class of problems, called resource-bounded information gathering for correlation clustering. Our goal is to perform correlation clustering under circumstances in w...
Pallika Kanani, Andrew McCallum