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» Indexing Distributed Complex Data for Complex Queries
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PODS
2005
ACM
164views Database» more  PODS 2005»
16 years 2 months ago
Lower bounds for sorting with few random accesses to external memory
We consider a scenario where we want to query a large dataset that is stored in external memory and does not fit into main memory. The most constrained resources in such a situati...
Martin Grohe, Nicole Schweikardt
104
Voted
HPCC
2007
Springer
15 years 8 months ago
A Fast Disaster Recovery Mechanism for Volume Replication Systems
Disaster recovery solutions have gained popularity in the past few years because of their ability to tolerate disasters and to achieve the reliability and availability. Data replic...
Yanlong Wang, Zhanhuai Li, Wei Lin
PVM
1997
Springer
15 years 6 months ago
Message Handling in Parallel Radiance
Photo-realistic computergraphics is an area of research which tries to develop algorithms and methods to render images of arti cial models or worlds as realistically as possible, b...
Erik Reinhard, Alan Chalmers
TNN
2010
127views Management» more  TNN 2010»
14 years 9 months ago
RAMOBoost: ranked minority oversampling in boosting
In recent years, learning from imbalanced data has attracted growing attention from both academia and industry due to the explosive growth of applications that use and produce imba...
Sheng Chen, Haibo He, Edwardo A. Garcia
SAC
2006
ACM
15 years 8 months ago
The impact of sample reduction on PCA-based feature extraction for supervised learning
“The curse of dimensionality” is pertinent to many learning algorithms, and it denotes the drastic raise of computational complexity and classification error in high dimension...
Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal