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ICFCA
2009
Springer
14 years 7 months ago
A Concept Lattice-Based Kernel for SVM Text Classification
Abstract. Standard Support Vector Machines (SVM) text classification relies on bag-of-words kernel to express the similarity between documents. We show that a document lattice can ...
Claudio Carpineto, Carla Michini, Raffaele Nicolus...
TMI
2010
206views more  TMI 2010»
14 years 4 months ago
Random Subspace Ensembles for fMRI Classification
Classification of brain images obtained through functional magnetic resonance imaging (fMRI) poses a serious challenge to pattern recognition and machine learning due to the extrem...
Ludmila I. Kuncheva, Juan José Rodrí...
CIBCB
2007
IEEE
15 years 4 months ago
Evolving Extremal Epidemic Networks
The susceptible, infected, removed model for epidemics assumes that the population in which the epidemic takes place is well mixed. This strong assumption can be relaxed by permit...
Dan Ashlock, Fatemeh Jafargholi
IPPS
2008
IEEE
15 years 4 months ago
Energy efficient packet classification hardware accelerator
Packet classification is an important function in a router’s line-card. Although many excellent solutions have been proposed in the past, implementing high speed packet classifi...
Alan Kennedy, Xiaojun Wang, Bin Liu
ICC
2007
IEEE
141views Communications» more  ICC 2007»
15 years 4 months ago
Accurate Classification of the Internet Traffic Based on the SVM Method
—The need to quickly and accurately classify Internet traffic for security and QoS control has been increasing significantly with the growing Internet traffic and applications ov...
Zhu Li, Ruixi Yuan, Xiaohong Guan