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» A self-describing data transfer model for ITS applications
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IMC
2005
ACM
15 years 5 months ago
Predicting Short-Transfer Latency from TCP Arcana: A Trace-based Validation
In some contexts it may be useful to predict the latency for short TCP transfers. For example, a Web server could automatically tailor its content depending on the network path to...
Martin F. Arlitt, Balachander Krishnamurthy, Jeffr...
EOR
2006
74views more  EOR 2006»
14 years 11 months ago
A set theoretic framework for enumerating matches in surveys and its application to reducing inaccuracies in vehicle roadside su
This paper describes a framework for analysing matches in multiple data sets. The framework described is quite general and can be applied to a variety of problems where matches ar...
Richard G. Clegg
KDD
2012
ACM
220views Data Mining» more  KDD 2012»
13 years 2 months ago
ComSoc: adaptive transfer of user behaviors over composite social network
Accurate prediction of user behaviors is important for many social media applications, including social marketing, personalization and recommendation, etc. A major challenge lies ...
ErHeng Zhong, Wei Fan, Junwei Wang, Lei Xiao, Yong...
PKDD
2010
Springer
212views Data Mining» more  PKDD 2010»
14 years 10 months ago
Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning
Abstract. One solution to the lack of label problem is to exploit transfer learning, whereby one acquires knowledge from source-domains to improve the learning performance in the t...
ErHeng Zhong, Wei Fan, Qiang Yang, Olivier Versche...
WWW
2009
ACM
16 years 11 days ago
Latent space domain transfer between high dimensional overlapping distributions
Transferring knowledge from one domain to another is challenging due to a number of reasons. Since both conditional and marginal distribution of the training data and test data ar...
Sihong Xie, Wei Fan, Jing Peng, Olivier Verscheure...