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JMLR
2006
96views more  JMLR 2006»
13 years 6 months ago
Rearrangement Clustering: Pitfalls, Remedies, and Applications
Given a matrix of values in which the rows correspond to objects and the columns correspond to features of the objects, rearrangement clustering is the problem of rearranging the ...
Sharlee Climer, Weixiong Zhang
IJCNN
2006
IEEE
14 years 21 hour ago
A computational intelligence-based criterion to detect non-stationarity trends
—The stationarity hypothesis is largely and implicitly assumed when designing classifiers (especially those for industrial applications) but it does not generally hold in practic...
Cesare Alippi, Manuel Roveri
CASES
2009
ACM
14 years 15 days ago
CGRA express: accelerating execution using dynamic operation fusion
Coarse-grained reconfigurable architectures (CGRAs) present an appealing hardware platform by providing programmability with the potential for high computation throughput, scalab...
Yongjun Park, Hyunchul Park, Scott A. Mahlke
ESANN
2007
13 years 7 months ago
How to process uncertainty in machine learning?
Uncertainty is a popular phenomenon in machine learning and a variety of methods to model uncertainty at different levels has been developed. The aim of this paper is to motivate ...
Barbara Hammer, Thomas Villmann
SAC
2008
ACM
13 years 5 months ago
Removing useless variables in cost analysis of Java bytecode
Automatic cost analysis has interesting applications in the context of verification and certification of mobile code. For instance, the code receiver can use cost information in o...
Elvira Albert, Puri Arenas, Samir Genaim, Germ&aac...