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BMCBI
2006
119views more  BMCBI 2006»
15 years 6 months ago
LS-NMF: A modified non-negative matrix factorization algorithm utilizing uncertainty estimates
Background: Non-negative matrix factorisation (NMF), a machine learning algorithm, has been applied to the analysis of microarray data. A key feature of NMF is the ability to iden...
Guoli Wang, Andrew V. Kossenkov, Michael F. Ochs
INFOCOM
2005
IEEE
16 years 2 days ago
CoolStreaming/DONet: a data-driven overlay network for peer-to-peer live media streaming
— This paper presents DONet, a Data-driven Overlay Network for live media streaming. The core operations in DONet are very simple: every node periodically exchanges data availabi...
Xinyan Zhang, Jiangchuan Liu, Bo Li, Tak-Shing Pet...
MM
2004
ACM
100views Multimedia» more  MM 2004»
15 years 12 months ago
GURU: a multimedia distance-learning framework for users with disabilities
GURU is a distance-learning environment that renders multimedia information to users with disabilities in an accessible manner. It is an implementation framework developed as part...
Vidhya Balasubramanian, Nalini Venkatasubramanian
GFKL
2005
Springer
114views Data Mining» more  GFKL 2005»
16 years 1 hour ago
Attribute-aware Collaborative Filtering
One of the key challenges in large information systems such as online shops and digital libraries is to discover the relevant knowledge from the enormous volume of information. Rec...
Karen H. L. Tso, Lars Schmidt-Thieme
PDPTA
2004
15 years 7 months ago
Semantic Extensions for the Virtual Enterprise's Grid Infastructure
Construction activities take place in what can be called a dynamic virtual organization (VO). VOs require a secure, reliable, scalable information infrastructure that allows collab...
Ziga Turk, Vlado Stankovski, Matevz Dolenc, Tomo C...