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» A general algorithm for data dependence analysis
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GECCO
2003
Springer
171views Optimization» more  GECCO 2003»
15 years 8 months ago
Genetic Algorithm Optimized Feature Transformation - A Comparison with Different Classifiers
When using a Genetic Algorithm (GA) to optimize the feature space of pattern classification problems, the performance improvement is not only determined by the data set used, but a...
Zhijian Huang, Min Pei, Erik D. Goodman, Yong Huan...
WEBI
2005
Springer
15 years 8 months ago
The WebCAT Framework - Automatic Generation of Meta-Data for Web Resources
Automated methods for resource annotation are a clear necessity, as the success of the Semantic Web depends on the availability of Web resources with meta-data conforming to known...
Bruno Martins, Mário J. Silva
CAV
2008
Springer
152views Hardware» more  CAV 2008»
15 years 5 months ago
Heap Assumptions on Demand
Termination of a heap-manipulating program generally depends on preconditions that express heap assumptions (i.e., assertions describing reachability, aliasing, separation and shar...
Andreas Podelski, Andrey Rybalchenko, Thomas Wies
KDD
2006
ACM
145views Data Mining» more  KDD 2006»
16 years 3 months ago
Deriving quantitative models for correlation clusters
Correlation clustering aims at grouping the data set into correlation clusters such that the objects in the same cluster exhibit a certain density and are all associated to a comm...
Arthur Zimek, Christian Böhm, Elke Achtert, H...
CORR
2010
Springer
114views Education» more  CORR 2010»
15 years 12 days ago
On the Impact of Mutation-Selection Balance on the Runtime of Evolutionary Algorithms
The interplay between the mutation operator and the selection mechanism plays a fundamental role in the behaviour of evolutionary algorithms (EAs). However, this interplay is stil...
Per Kristian Lehre, Xin Yao