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ICML
2007
IEEE
16 years 6 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
16 years 13 days 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
176
Voted
BROADCOM
2008
IEEE
16 years 13 days 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 11 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 11 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....