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EOR
2011
124views more  EOR 2011»
14 years 10 months ago
Analysis of order-up-to-level inventory systems with compound Poisson demand
: We analyse a single echelon single item inventory system where the demand and the lead time are stochastic. Demand is modelled as a compound Poisson process and the stock is cont...
M. Zied Babai, Zied Jemaï, Yves Dallery
JCNS
2010
103views more  JCNS 2010»
14 years 10 months ago
Efficient computation of the maximum a posteriori path and parameter estimation in integrate-and-fire and more general state-spa
A number of important data analysis problems in neuroscience can be solved using state-space models. In this article, we describe fast methods for computing the exact maximum a pos...
Shinsuke Koyama, Liam Paninski
JMLR
2010
144views more  JMLR 2010»
14 years 10 months ago
Practical Approaches to Principal Component Analysis in the Presence of Missing Values
Principal component analysis (PCA) is a classical data analysis technique that finds linear transformations of data that retain the maximal amount of variance. We study a case whe...
Alexander Ilin, Tapani Raiko
JMLR
2010
115views more  JMLR 2010»
14 years 10 months ago
Bayesian structure discovery in Bayesian networks with less space
Current exact algorithms for score-based structure discovery in Bayesian networks on n nodes run in time and space within a polynomial factor of 2n . For practical use, the space ...
Pekka Parviainen, Mikko Koivisto
TON
2010
168views more  TON 2010»
14 years 9 months ago
Engineering Wireless Mesh Networks: Joint Scheduling, Routing, Power Control, and Rate Adaptation
Abstract--We present a number of significant engineering insights on what makes a good configuration for medium- to largesize wireless mesh networks (WMNs) when the objective funct...
Jun Luo, Catherine Rosenberg, André Girard