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ICML
2007
IEEE
16 years 3 months ago
Self-taught learning: transfer learning from unlabeled data
We present a new machine learning framework called "self-taught learning" for using unlabeled data in supervised classification tasks. We do not assume that the unlabele...
Rajat Raina, Alexis Battle, Honglak Lee, Benjamin ...
ANSS
2008
IEEE
15 years 9 months ago
Beyond the Model of Persistent TCP Flows: Open-Loop vs Closed-Loop Arrivals of Non-persistent Flows
It is common for simulation and analytical studies to model Internet traffic as an aggregation of mostly persistent TCP flows. In practice, however, flows follow a heavytailed ...
Ravi S. Prasad, Constantine Dovrolis
BROADCOM
2008
IEEE
15 years 9 months ago
A Routing Metric and Algorithm for IEEE802.16 Mesh Networks
— The rapid growth of high-speed multimedia services for mobile, residential and small business customers has created an increasing demand for last mile broadband access. The wir...
Ntsibane Ntlatlapa
SKG
2005
IEEE
15 years 8 months ago
Converting the Industry Foundation Classes to the Web Ontology Language
The upcoming next generation of the internet, often referred to as the Semantic Web, will bring a lot of new technologies, one of which is the Web Ontology Language (OWL). One fea...
Hans Schevers, Robin Drogemuller
SEMWEB
2005
Springer
15 years 8 months ago
Provenance-Based Validation of E-Science Experiments
E-science experiments typically involve many distributed services maintained by different organisations. After an experiment has been executed, it is useful for a scientist to ver...
Sylvia C. Wong, Simon Miles, Weijian Fang, Paul T....