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BMEI
2009
IEEE
15 years 8 months ago
A Kurtosis and Skewness Based Criterion for Model Selection on Gaussian Mixture
The Gaussian mixture model is a powerful statistical tool in data modeling and analysis. Generally, the EM algorithm is utilized to learn the parameters of the Gaussian mixture. Ho...
Lin Wang, Jinwen Ma
ECRTS
2010
IEEE
15 years 8 months ago
Reducing Delay Jitter of Real-Time Control Tasks through Adaptive Deadline Adjustments
For many control systems, control performance is strongly dependent on delay variations of the control tasks. Such variations can come from a number of sources including task preem...
Shengyan Hong, Xiaobo Sharon Hu, Michael D. Lemmon
GECCO
2008
Springer
143views Optimization» more  GECCO 2008»
15 years 8 months ago
Collective intelligence and bush fire spotting
Bush fires cause major damage each year in many areas of the world and the earlier that they can be detected the easier it is to minimize this damage. This paper describes a coll...
David Howden, Tim Hendtlass
197
Voted
GECCO
2008
Springer
196views Optimization» more  GECCO 2008»
15 years 8 months ago
A fuzzy-genetic approach to network intrusion detection
Computer networks have expanded significantly in use and numbers. This expansion makes them more vulnerable to attack by malicious agents. Many current intrusion detection systems...
Terrence P. Fries
190
Voted
ICML
2010
IEEE
15 years 8 months ago
Rectified Linear Units Improve Restricted Boltzmann Machines
Restricted Boltzmann machines were developed using binary stochastic hidden units. These can be generalized by replacing each binary unit by an infinite number of copies that all ...
Vinod Nair, Geoffrey E. Hinton