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SIGMOD
2004
ACM
154views Database» more  SIGMOD 2004»
15 years 10 months ago
Computing Clusters of Correlation Connected Objects
The detection of correlations between different features in a set of feature vectors is a very important data mining task because correlation indicates a dependency between the fe...
Christian Böhm, Karin Kailing, Peer Krög...
PAKDD
2007
ACM
152views Data Mining» more  PAKDD 2007»
15 years 4 months ago
Spectral Clustering Based Null Space Linear Discriminant Analysis (SNLDA)
While null space based linear discriminant analysis (NLDA) obtains a good discriminant performance, the ability easily suffers from an implicit assumption of Gaussian model with sa...
Wenxin Yang, Junping Zhang
DSOM
2004
Springer
15 years 3 months ago
Autonomous Management of Clustered Server Systems Using JINI
Abstract. A framework for the autonomous management of clustered server systems called LAMA1 (Large-scale system’s Autonomous Management Agent) is proposed in this paper. LAMA is...
Chul Lee, Seung Ho Lim, Sang Seok Lim, Kyu Ho Park
GECCO
2004
Springer
116views Optimization» more  GECCO 2004»
15 years 3 months ago
Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles
Abstract. In many real-world applications of evolutionary computation, it is essential to reduce the number of fitness evaluations. To this end, computationally efficient models c...
Yaochu Jin, Bernhard Sendhoff
ICDCS
1997
IEEE
15 years 2 months ago
Supporting Dynamic Space-sharing on Clusters of Non-dedicated Workstations
Clusters of workstations are increasingly being viewed as a cost-e ective alternative to parallel supercomputers. However, resource management and scheduling on workstations clust...
Abdur Chowdhury, Lisa D. Nicklas, Sanjeev Setia, E...