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BMCBI
2006
158views more  BMCBI 2006»
15 years 7 months ago
Parallelization of multicategory support vector machines (PMC-SVM) for classifying microarray data
Background: Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of data classification problems. Since the p...
Chaoyang Zhang, Peng Li, Arun Rajendran, Youping D...
INFOCOM
2005
IEEE
16 years 21 days ago
A QoS-aware AIMD protocol for time-sensitive applications in wired/wireless networks
Abstract— A TCP-friendly Additive Increase and Multiplicative Decrease (AIMD) protocol is proposed to support timesensitive applications in hybrid wired/wireless networks. By ana...
Lin Cai, Xuemin Shen, Jon W. Mark, Jianping Pan
PLDI
2009
ACM
16 years 1 months ago
Laminar: practical fine-grained decentralized information flow control
Decentralized information flow control (DIFC) is a promising model for writing programs with powerful, end-to-end security guarantees. Current DIFC systems that run on commodity ...
Indrajit Roy, Donald E. Porter, Michael D. Bond, K...
ICRA
2008
IEEE
173views Robotics» more  ICRA 2008»
16 years 1 months ago
Bayesian reinforcement learning in continuous POMDPs with application to robot navigation
— We consider the problem of optimal control in continuous and partially observable environments when the parameters of the model are not known exactly. Partially Observable Mark...
Stéphane Ross, Brahim Chaib-draa, Joelle Pi...
GECCO
2009
Springer
113views Optimization» more  GECCO 2009»
16 years 1 months ago
Environmental robustness in multi-agent teams
Evolution has proven to be an effective method of training heterogeneous multi-agent teams of autonomous agents to explore unknown environments. Autonomous, heterogeneous agents ...
Terence Soule, Robert B. Heckendorn