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AAAI
2011
13 years 10 months ago
Size Adaptive Selection of Most Informative Features
In this paper, we propose a novel method to select the most informative subset of features, which has little redundancy and very strong discriminating power. Our proposed approach...
Si Liu, Hairong Liu, Longin Jan Latecki, Shuicheng...
CEC
2011
IEEE
13 years 10 months ago
Accelerating convergence towards the optimal pareto front
—Evolutionary algorithms have been very popular optimization methods for a wide variety of applications. However, in spite of their advantages, their computational cost is still ...
Mohsen Davarynejad, Jafar Rezaei, Jos L. M. Vranck...
WSDM
2012
ACM
236views Data Mining» more  WSDM 2012»
13 years 5 months ago
Effective query formulation with multiple information sources
Most standard information retrieval models use a single source of information (e.g., the retrieval corpus) for query formulation tasks such as term and phrase weighting and query ...
Michael Bendersky, Donald Metzler, W. Bruce Croft
AAAI
2012
13 years 9 days ago
Equality-Friendly Well-Founded Semantics and Applications to Description Logics
We tackle the problem of defining a well-founded semantics (WFS) for Datalog rules with existentially quantified variables in their heads and negations in their bodies. In partic...
Georg Gottlob, André Hernich, Clemens Kupke...
ICSE
2012
IEEE-ACM
13 years 9 days ago
make test-zesti: A symbolic execution solution for improving regression testing
Abstract—Software testing is an expensive and time consuming process, often involving the manual creation of comprehensive regression test suites. However, current testing method...
Paul Dan Marinescu, Cristian Cadar