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» State Space Reduction Techniques for Component Interfaces
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96
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KDD
2004
ACM
216views Data Mining» more  KDD 2004»
15 years 10 months ago
GPCA: an efficient dimension reduction scheme for image compression and retrieval
Recent years have witnessed a dramatic increase in the quantity of image data collected, due to advances in fields such as medical imaging, reconnaissance, surveillance, astronomy...
Jieping Ye, Ravi Janardan, Qi Li
ICFEM
2009
Springer
15 years 4 months ago
Scalable Multi-core Model Checking Fairness Enhanced Systems
Rapid development in hardware industry has brought the prevalence of multi-core systems with shared-memory, which enabled the speedup of various tasks by using parallel algorithms....
Yang Liu 0003, Jun Sun 0001, Jin Song Dong
ICML
2008
IEEE
15 years 10 months ago
Dirichlet component analysis: feature extraction for compositional data
We consider feature extraction (dimensionality reduction) for compositional data, where the data vectors are constrained to be positive and constant-sum. In real-world problems, t...
Hua-Yan Wang, Qiang Yang, Hong Qin, Hongbin Zha
71
Voted
QSIC
2005
IEEE
15 years 3 months ago
Runtime Validation of Behavioural Contracts for Component Software
In component software, the independence of components is achieved by separating their interfaces from implementations. The interface definition of a component serves as the contr...
Yan Jin, Jun Han
109
Voted
VISSYM
2003
14 years 11 months ago
Visual Hierarchical Dimension Reduction for Exploration of High Dimensional Datasets
Traditional visualization techniques for multidimensional data sets, such as parallel coordinates, glyphs, and scatterplot matrices, do not scale well to high numbers of dimension...
Jing Yang, Matthew O. Ward, Elke A. Rundensteiner,...