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» Using Bayesian networks to analyze expression data
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CPHYSICS
2006
124views more  CPHYSICS 2006»
15 years 3 months ago
Collision-free spatial hash functions for structural analysis of billion-vertex chemical bond networks
State-of-the-art molecular dynamics (MD) simulations generate massive datasets involving billion-vertex chemical bond networks, which makes data mining based on graph algorithms s...
Cheng Zhang, Bhupesh Bansal, Paulo S. Branicio, Ra...
IJON
2006
60views more  IJON 2006»
15 years 3 months ago
Spatiotemporal clustering of synchronized bursting events in neuronal networks
in vitro neuronal networks display Synchronized Bursting Events (SBEs), with characteristic temporal width of 100-500 ms and frequency of once every few seconds. We analyze such d...
Uri Barkan, David Horn
GLOBECOM
2009
IEEE
15 years 10 months ago
Adaptive Probabilistic Medium Access in MPR-Capable Ad-Hoc Wireless Networks
—Medium access in ad-hoc wireless networks must be performed in a distributed fashion due to lack of coordination between nodes. Specifically, when nodes are capable of receivin...
Majid Ghanbarinejad, Christian Schlegel, Pawel Gbu...
WABI
2009
Springer
155views Bioinformatics» more  WABI 2009»
15 years 10 months ago
A Markov Classification Model for Metabolic Pathways
Background: This paper considers the problem of identifying pathways through metabolic networks that relate to a specific biological response. Our proposed model, HME3M, first ide...
Timothy Hancock, Hiroshi Mamitsuka
ICDE
2007
IEEE
90views Database» more  ICDE 2007»
15 years 10 months ago
Music Recommendation Mapping and Interface Based on Structural Network Entropy
Recommendation systems generally produce the results of their output to their users in the form of an ordinal list. In the interest of simplicity, these lists are often obscure, ,...
Justin Donaldson