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» New Algorithms for Generalized Network Flows
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TON
2008
125views more  TON 2008»
14 years 10 months ago
Two techniques for fast computation of constrained shortest paths
Abstract-- Computing constrained shortest paths is fundamental to some important network functions such as QoS routing, which is to find the cheapest path that satisfies certain co...
Shigang Chen, Meongchul Song, Sartaj Sahni
GECCO
2007
Springer
174views Optimization» more  GECCO 2007»
15 years 4 months ago
Heuristic speciation for evolving neural network ensemble
Speciation is an important concept in evolutionary computation. It refers to an enhancements of evolutionary algorithms to generate a set of diverse solutions. The concept is stud...
Shin Ando
69
Voted
KDD
2010
ACM
188views Data Mining» more  KDD 2010»
15 years 9 days ago
Inferring networks of diffusion and influence
Information diffusion and virus propagation are fundamental processes talking place in networks. While it is often possible to directly observe when nodes become infected, observi...
Manuel Gomez-Rodriguez, Jure Leskovec, Andreas Kra...
IJCNN
2006
IEEE
15 years 4 months ago
Dynamic Hyperparameter Scaling Method for LVQ Algorithms
— We propose a new annealing method for the hyperparameters of several recent Learning Vector Quantization algorithms. We first analyze the relationship between values assigned ...
Sambu Seo, Klaus Obermayer
CCR
2006
103views more  CCR 2006»
14 years 10 months ago
A distributed traffic control scheme based on edge-centric resource management
The correct admission of flows in the Differentiated Services (DiffServ) environment is critical to provide stable and predictable quality of service (QoS) to the end user. Withou...
Yingxin Jiang, Aaron Striegel