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» A Structural Analysis of Network Delay
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TNN
2011
129views more  TNN 2011»
14 years 7 months ago
Minimum Complexity Echo State Network
—Reservoir computing (RC) refers to a new class of state-space models with a fixed state transition structure (the “reservoir”) and an adaptable readout form the state space...
Ali Rodan, Peter Tino
106
Voted
WABI
2009
Springer
155views Bioinformatics» more  WABI 2009»
15 years 7 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
ITCC
2005
IEEE
15 years 6 months ago
NIPPERS: Network of InterPolated PeERS for Web Service Discovery
Web services are becoming an important enabler of the Semantic Web. Besides the need for a rich description mechanism, Web Service information should be made available in an acces...
Christos Makris, Evangelos Sakkopoulos, Spyros Sio...
146
Voted
PE
2011
Springer
274views Optimization» more  PE 2011»
14 years 7 months ago
A generalized method of moments for closed queueing networks
We introduce a new solution technique for closed product-form queueing networks that generalizes the Method of Moments (MoM), a recently proposed exact algorithm that is several o...
Giuliano Casale
ICASSP
2011
IEEE
14 years 4 months ago
Content preference estimation in online social networks: Message passing versus sparse reconstruction on graphs
We design two different strategies for computing the unknown content preferences in an online social network based on a small set of nodes in the corresponding social graph for wh...
Jacob Chakareski