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» On the Space Complexity of Randomized Synchronization
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BMCBI
2007
157views more  BMCBI 2007»
14 years 10 months ago
Constructing gene co-expression networks and predicting functions of unknown genes by random matrix theory
Background: Large-scale sequencing of entire genomes has ushered in a new age in biology. One of the next grand challenges is to dissect the cellular networks consisting of many i...
Feng Luo, Yunfeng Yang, Jianxin Zhong, Haichun Gao...
CIKM
2008
Springer
14 years 12 months ago
On low dimensional random projections and similarity search
Random projection (RP) is a common technique for dimensionality reduction under L2 norm for which many significant space embedding results have been demonstrated. However, many si...
Yu-En Lu, Pietro Liò, Steven Hand
IJSI
2008
91views more  IJSI 2008»
14 years 10 months ago
Random Event Structures
Abstract In a line of recent development, probabilistic constructions of universal, homogeneous objects have been provided in various categories of ordered structures, such as caus...
Manfred Droste, Guo-Qiang Zhang
CVPR
2010
IEEE
15 years 1 months ago
Ray Markov Random Fields for Image-Based 3D Modeling: Model and Efficient Inference
In this paper, we present an approach to multi-view image-based 3D reconstruction by statistically inversing the ray-tracing based image generation process. The proposed algorithm...
Shubao Liu, David Cooper
AUTONOMICS
2008
ACM
15 years 8 hour ago
Verification and semantic parallelization of goal-driven autonomous software
Future space missions such as the Mars Science Laboratory demand the engineering of some of the most complex manrated autonomous software systems. According to some recent estimat...
Damian Dechev, Nicolas Rouquette, Peter Pirkelbaue...