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» Comparing Agent-Oriented Methodologies
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ICDM
2010
IEEE
134views Data Mining» more  ICDM 2010»
13 years 6 months ago
Consequences of Variability in Classifier Performance Estimates
The prevailing approach to evaluating classifiers in the machine learning community involves comparing the performance of several algorithms over a series of usually unrelated data...
Troy Raeder, T. Ryan Hoens, Nitesh V. Chawla

Publication
453views
15 years 7 months ago
System Level Modeling of IEEE 802.16e Mobile WiMAX Networks: Key Issues
WiMAX has attracted a lot of attention recently in the telecommunication community including researchers, product developers and service providers. Numerous papers have been publis...
Raj Jain, Chakchai So-In, and Abdel-Karim Al Tamim...
CVPR
2005
IEEE
14 years 10 months ago
Random Subspaces and Subsampling for 2-D Face Recognition
Random subspaces are a popular ensemble construction technique that improves the accuracy of weak classifiers. It has been shown, in different domains, that random subspaces combi...
Nitesh V. Chawla, Kevin W. Bowyer
DAC
2008
ACM
14 years 9 months ago
Functional test selection based on unsupervised support vector analysis
Extensive software-based simulation continues to be the mainstream methodology for functional verification of designs. To optimize the use of limited simulation resources, coverag...
Onur Guzey, Li-C. Wang, Jeremy R. Levitt, Harry Fo...
ASAP
2009
IEEE
143views Hardware» more  ASAP 2009»
14 years 5 months ago
Scalar Processing Overhead on SIMD-Only Architectures
—The Cell processor consists of a general-purpose core and eight cores with a complete SIMD instruction set. Although originally designed for multimedia and gaming, it is current...
Arnaldo Azevedo Filho, Ben H. H. Juurlink