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» Randomness, Stochasticity and Approximations
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MASCOTS
2004
15 years 7 months ago
A Hysteresis Model for Web/TCP Transfer Latency
This paper presents an accurate stochastic model for transfer latency of short-lived Web-like TCP flows with random packet losses. Our model characterizes a data transfer in alter...
Yujian Li, Carey L. Williamson
134
Voted
WSC
2004
15 years 7 months ago
An Experimental Study on Forecasting Using TES Processes
Forecasting is of prime importance for accuracy in decision making. For data sets containing high autocorrelations, failure to account for temporal dependence will result in poor ...
Abdullah S. Karaman, Tayfur Altiok
156
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ICANN
2010
Springer
15 years 6 months ago
Solving Independent Component Analysis Contrast Functions with Particle Swarm Optimization
Independent Component Analysis (ICA) is a statistical computation method that transforms a random vector in another one whose components are independent. Because the marginal distr...
Jorge Igual, Jehad I. Ababneh, Raul Llinares, Juli...
158
Voted
AUTOMATICA
2006
122views more  AUTOMATICA 2006»
15 years 6 months ago
Gibbs sampler-based coordination of autonomous swarms
In this paper a novel, Gibbs sampler-based algorithm is proposed for coordination of autonomous swarms. The swarm is modeled as a Markov random field (MRF) on a graph with a time-...
Wei Xi, Xiaobo Tan, John S. Baras
136
Voted
JCC
2007
70views more  JCC 2007»
15 years 6 months ago
Self-organizing superimposition algorithm for conformational sampling
Abstract: A novel self-organizing algorithm for conformational sampling is introduced, in which precomputed conformations of rigid fragments are used as templates to enforce the de...
Fangqiang Zhu, Dimitris K. Agrafiotis