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JMLR
2012
13 years 2 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
98
Voted
LCN
2005
IEEE
15 years 6 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. ...
60
Voted
MIS
2004
Springer
84views Multimedia» more  MIS 2004»
15 years 5 months ago
Near Optimal Number of Replicas for Continuous Media in Ad-hoc Networks of Wireless Devices
Ashkan Aazami, Shahram Ghandeharizadeh, Tooraj Hel...