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GECCO
2009
Springer
101views Optimization» more  GECCO 2009»
16 years 1 months ago
Modeling UCS as a mixture of experts
We present a probabilistic formulation of UCS (a sUpervised Classifier System). UCS is shown to be a special case of mixture of experts where the experts are learned independentl...
Narayanan Unny Edakunni, Tim Kovacs, Gavin Brown, ...
184
Voted
PKDD
2009
Springer
155views Data Mining» more  PKDD 2009»
16 years 1 months ago
Dynamic Factor Graphs for Time Series Modeling
Abstract. This article presents a method for training Dynamic Factor Graphs (DFG) with continuous latent state variables. A DFG includes factors modeling joint probabilities betwee...
Piotr W. Mirowski, Yann LeCun
WOWMOM
2009
ACM
128views Multimedia» more  WOWMOM 2009»
16 years 1 months ago
A queuing modeling approach for Load-Aware Route Selection in heterogeneous mesh networks
Wireless mesh networks are primarily used to provide Internet access by sharing the Internet connections of a limited number of gateways. If traffic is routed in the mesh without...
Raffaele Bruno, Marco Conti, Antonio Pinizzotto
COMPSAC
2008
IEEE
16 years 1 months ago
Error Modeling in Dependable Component-Based Systems
Component-Based Development (CBD) of software, with its successes in enterprise computing, has the promise of being a good development model due to its cost effectiveness and pote...
Hüseyin Aysan, Sasikumar Punnekkat, Radu Dobr...
HICSS
2007
IEEE
120views Biometrics» more  HICSS 2007»
16 years 1 months ago
The Role of a Shared Mental Model of Collaboration Technology in Facilitating Knowledge Work in Virtual Teams
We studied 52 field examples interaction breakdown in information technology project virtual teams and actions leaders took to fix it using information and communication technolog...
Dominic M. Thomas, Robert P. Bostrom