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» Deviation Analysis: A New Use of Model Checking
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JMLR
2010
125views more  JMLR 2010»
15 years 1 months ago
Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation
In this paper, we consider the asymptotic form of the generalization error for the restricted Boltzmann machine in Bayesian estimation. It has been shown that obtaining the maximu...
Miki Aoyagi
BMCBI
2008
173views more  BMCBI 2008»
15 years 6 months ago
Gene Vector Analysis (Geneva): A unified method to detect differentially-regulated gene sets and similar microarray experiments
Background: Microarray experiments measure changes in the expression of thousands of genes. The resulting lists of genes with changes in expression are then searched for biologica...
Stephen W. Tanner, Pankaj Agarwal
SIGMETRICS
2011
ACM
191views Hardware» more  SIGMETRICS 2011»
14 years 9 months ago
Stability analysis of QCN: the averaging principle
Data Center Networks have recently caused much excitement in the industry and in the research community. They represent the convergence of networking, storage, computing and virtu...
Mohammad Alizadeh, Abdul Kabbani, Berk Atikoglu, B...
HICSS
2007
IEEE
111views Biometrics» more  HICSS 2007»
16 years 27 days ago
An Empirical Analysis of Fraud Detection in Online Auctions: Credit Card Phantom Transaction
The online auction is a well-known business model that shows how business can be changed with the aid of new technologies. On the other hand, although the online auction allows bu...
Myungsin Chae, Seonyoung Shim, Hyungjun Cho, Byung...
SOSE
2008
IEEE
16 years 28 days ago
A Framework for Agent-Based Service-Oriented Modelling
Service-oriented computing is becoming a direction of computing technology. For realising the mission of serviceoriented computing, service-oriented architecture has been proposed...
Zhi Jin, Hong Zhu