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» Compiling Bayesian Networks Using Variable Elimination
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ICASSP
2009
IEEE
14 years 1 months ago
Robust cross-race gene expression analysis
This paper develops a Bayesian network (BN) predictor to profile cross-race gene expression data. Cross-race studies face more data variability than single-lab studies. Our desig...
Hsun-Hsien Chang, Marco Ramoni
JMLR
2010
157views more  JMLR 2010»
13 years 1 months ago
Why are DBNs sparse?
Real stochastic processes operating in continuous time can be modeled by sets of stochastic differential equations. On the other hand, several popular model families, including hi...
Shaunak Chatterjee, Stuart Russell
CVPR
2011
IEEE
12 years 10 months ago
Exploiting Phonological Constraints for Handshape Inference in ASL Video
Handshape is a key linguistic component of signs, and thus, handshape recognition is essential to algorithms for sign language recognition and retrieval. In this work, linguistic ...
Ashwin Thangali, Stan Sclaroff, Carol Neidle, Joan...
MICRO
2010
IEEE
156views Hardware» more  MICRO 2010»
13 years 4 months ago
Explicit Communication and Synchronization in SARC
SARC merges cache controller and network interface functions by relying on a single hardware primitive: each access checks the tag and the state of the addressed line for possible...
Manolis Katevenis, Vassilis Papaefstathiou, Stamat...
ICDM
2008
IEEE
156views Data Mining» more  ICDM 2008»
14 years 22 days ago
Exploiting Local and Global Invariants for the Management of Large Scale Information Systems
This paper presents a data oriented approach to modeling the complex computing systems, in which an ensemble of correlation models are discovered to represent the system status. I...
Haifeng Chen, Haibin Cheng, Guofei Jiang, Kenji Yo...