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» Integrity Assurance Technique Using Determinant Approach
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ICASSP
2008
IEEE
15 years 7 months ago
A weighted subspace approach for improving bagging performance
Bagging is an ensemble method that uses random resampling of a dataset to construct models. In classification scenarios, the random resampling procedure in bagging induces some c...
Qu-Tang Cai, Chun-Yi Peng, Chang-Shui Zhang
SAC
2004
ACM
15 years 6 months ago
A decision-theoretic approach for designing proactive communication in multi-agent teamwork
Techniques that support effective communication during teamwork processes are of particular importance. Psychological study shows that an effective team often can anticipate infor...
Yu Zhang, Richard A. Volz, Thomas R. Ioerger, John...
HYBRID
2007
Springer
15 years 7 months ago
Systematic Simulation Using Sensitivity Analysis
In this paper we propose a new technique for verification by simulation of continuous and hybrid dynamical systems with uncertain initial conditions. We provide an algorithmic met...
Alexandre Donzé, Oded Maler
CIKM
2009
Springer
15 years 4 months ago
Robust record linkage blocking using suffix arrays
Record linkage is an important data integration task that has many practical uses for matching, merging and duplicate removal in large and diverse databases. However, a quadratic ...
Timothy de Vries, Hui Ke, Sanjay Chawla, Peter Chr...
WICSA
2008
15 years 2 months ago
Simulating Software Architectures for Functional Analysis
Simulation is a mean for verifying the quality of an architectural specification. Some approaches have been proposed in the past. Each approach has its own internal simulation eng...
Henry Muccini, Patrizio Pelliccione