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JMLR
2012
13 years 6 months ago
Online Incremental Feature Learning with Denoising Autoencoders
While determining model complexity is an important problem in machine learning, many feature learning algorithms rely on cross-validation to choose an optimal number of features, ...
Guanyu Zhou, Kihyuk Sohn, Honglak Lee
LCN
2005
IEEE
15 years 10 months ago
Automated Traffic Classification and Application Identification using Machine Learning
The dynamic classification and identification of network applications responsible for network traffic flows offers substantial benefits to a number of key areas in IP network engi...
Sebastian Zander, Thuy T. T. Nguyen, Grenville J. ...
MIS
2004
Springer
84views Multimedia» more  MIS 2004»
15 years 9 months ago
Near Optimal Number of Replicas for Continuous Media in Ad-hoc Networks of Wireless Devices
Ashkan Aazami, Shahram Ghandeharizadeh, Tooraj Hel...