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ICDM
2008
IEEE
115views Data Mining» more  ICDM 2008»
15 years 4 months ago
Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons
Nonnegative Matrix Factorization (NMF) is a dimension reduction method that has been widely used for various tasks including text mining, pattern analysis, clustering, and cancer ...
Jingu Kim, Haesun Park
SEMCO
2008
IEEE
15 years 4 months ago
Towards LarKC: A Platform for Web-Scale Reasoning
Current Semantic Web reasoning systems do not scale to the requirements of their hottest applications, such as analyzing data from millions of mobile devices, dealing with terabyt...
Dieter Fensel, Frank van Harmelen, Bo Andersson, P...
PKDD
2007
Springer
102views Data Mining» more  PKDD 2007»
15 years 3 months ago
Towards Data Mining Without Information on Knowledge Structure
Most knowledge discovery processes are biased since some part of the knowledge structure must be given before extraction. We propose a framework that avoids this bias by supporting...
Alexandre Vautier, Marie-Odile Cordier, Rene Quini...
CCGRID
2006
IEEE
15 years 3 months ago
Towards Building an Intelligent Traffic Simulation Platform
Traffic congestion has become a major concern for many cities throughout the world. Simulations provide useful tools for engineer to plan traffic systems and government to make de...
Jian Cao, Minglu Li, Linpeng Huang, Ren Qinsheng, ...
CCGRID
2005
IEEE
15 years 3 months ago
Q-SAC: toward QoS optimized service automatic composition
The emerging service grids bring together various distributed services to a ‘market’ for clients to request and enable the integration of services across distributed, heteroge...
Hanhua Chen, Hai Jin, Xiaoming Ning, Zhipeng Lu