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ICDE
2007
IEEE
228views Database» more  ICDE 2007»
15 years 4 months ago
A General Cost Model for Dimensionality Reduction in High Dimensional Spaces
Similarity search usually encounters a serious problem in the high dimensional space, known as the “curse of dimensionality”. In order to speed up the retrieval efficiency, p...
Xiang Lian, Lei Chen 0002
CAV
2006
Springer
132views Hardware» more  CAV 2006»
15 years 1 months ago
Symmetry Reduction for Probabilistic Model Checking
We present an approach for applying symmetry reduction techniques to probabilistic model checking, a formal verification method for the quantitative analysis of systems with stocha...
Marta Z. Kwiatkowska, Gethin Norman, David Parker
FSTTCS
2006
Springer
15 years 1 months ago
On Reduction Criteria for Probabilistic Reward Models
In recent papers, the partial order reduction approach has been adapted to reason about the probabilities for temporal properties in concurrent systems with probabilistic behaviour...
Marcus Größer, Gethin Norman, Christel ...
ICML
2008
IEEE
15 years 10 months ago
Closed-form supervised dimensionality reduction with generalized linear models
Irina Rish, Genady Grabarnik, Guillermo Cecchi, Fr...
EMSOFT
2003
Springer
15 years 3 months ago
Space Reductions for Model Checking Quasi-Cyclic Systems
Despite significant research on state-space reductions, the poor scalability of model checking for reasoning about behavioral models of large, complex systems remains the chief ob...
Matthew B. Dwyer, Robby, Xianghua Deng, John Hatcl...