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APNOMS
2008
Springer
13 years 11 months ago
Empirical Analysis of Application-Level Traffic Classification Using Supervised Machine Learning
Accurate application traffic classification and identification are important for network monitoring and analysis. The accuracy of traditional Internet application traffic classific...
Byungchul Park, Young J. Won, Mi-Jung Choi, Myung-...
DAGM
2008
Springer
13 years 10 months ago
Simple Incremental One-Class Support Vector Classification
We introduce the OneClassMaxMinOver (OMMO) algorithm for the problem of one-class support vector classification. The algorithm is extremely simple and therefore a convenient choice...
Kai Labusch, Fabian Timm, Thomas Martinetz
ISCI
2007
78views more  ISCI 2007»
13 years 8 months ago
Fuzzy integral-based perceptron for two-class pattern classification problems
Abstract - Detailed Record 1 from Compendex for: ((Fuzzy integral-based perceptron for two-class pattern classification problems) WN TI), 1969-2008 Check record to add to Selected ...
Yi-Chung Hu
COLING
2002
13 years 8 months ago
Selforganizing Classification on the Reuters News Corpus
In this paper we propose an integration of a selforganizing map and semantic networks from WordNet for a text classification task using the new Reuters news corpus. This neural mo...
Stefan Wermter, Chihli Hung
ICMLA
2008
13 years 10 months ago
Text Classification Using Tree Kernels and Linguistic Information
Standard Machine Learning approaches to text classification use the bag-of-words representation of documents to deceive the classification target function. Typical linguistic stru...
Teresa Gonçalves, Paulo Quaresma