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» A Generative Model Based Approach to Motion Segmentation
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DATAMINE
2008
143views more  DATAMINE 2008»
13 years 7 months ago
Automatically countering imbalance and its empirical relationship to cost
Learning from imbalanced datasets presents a convoluted problem both from the modeling and cost standpoints. In particular, when a class is of great interest but occurs relatively...
Nitesh V. Chawla, David A. Cieslak, Lawrence O. Ha...
BMCBI
2006
142views more  BMCBI 2006»
13 years 7 months ago
Improving the Performance of SVM-RFE to Select Genes in Microarray Data
Background: Recursive Feature Elimination is a common and well-studied method for reducing the number of attributes used for further analysis or development of prediction models. ...
Yuanyuan Ding, Dawn Wilkins
JSW
2007
102views more  JSW 2007»
13 years 7 months ago
Model-driven Engineering for Early QoS Validation of Component-based Software Systems
— Model-driven engineering (MDE) techniques are increasingly being used to address many of the development and operational lifecycle concerns of large-scale component-based syste...
James H. Hill, Aniruddha S. Gokhale
BMCBI
2004
124views more  BMCBI 2004»
13 years 7 months ago
The Molecular Pages of the mesotelencephalic dopamine consortium (DopaNet)
Background: DopaNet http://www.dopanet.org is a Systems Biology initiative that aims to investigate precisely and quantitatively all the aspects of neurotransmission in a specific...
Nicolas Le Novère, Marco Donizelli
JPDC
2000
141views more  JPDC 2000»
13 years 7 months ago
A System for Evaluating Performance and Cost of SIMD Array Designs
: SIMD arrays are likely to become increasingly important as coprocessors in domain specific systems as architects continue to leverage RAM technology in their design. The problem ...
Martin C. Herbordt, Jade Cravy, Renoy Sam, Owais K...