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IFIP12
2004
14 years 11 months ago
Model-Based Debugging with High-Level Observations
Recent years have seen considerable developments in modeling techniques for automatic fault location in programs. However, much of this research considered the models from a standa...
Wolfgang Mayer, Markus Stumptner
PRIS
2004
14 years 11 months ago
Comparison of Combination Methods using Spectral Clustering Ensembles
We address the problem of the combination of multiple data partitions, that we call a clustering ensemble. We use a recent clustering approach, known as Spectral Clustering, and th...
André Lourenço, Ana L. N. Fred
PSB
2004
14 years 11 months ago
Modeling Cellular Processes with Variational Bayesian Cooperative Vector Quantizer
Gene expression of a cell is controlled by sophisticated cellular processes. The capability of inferring the states of these cellular processes would provide insight into the mech...
Xinghua Lu, Milos Hauskrecht, Roger S. Day
IJCAI
2003
14 years 11 months ago
A Method for Semantically Enhancing the Service Discovery Capabilities of UDDI
The promise of dynamic selection of business services and automatic integration of applications written to Web Services standards is yet to be realized. This is partially attribut...
Rama Akkiraju, Richard Goodwin, Prashant Doshi, Sa...
UAI
2001
14 years 11 months ago
A Bayesian Multiresolution Independence Test for Continuous Variables
In this paper we present a method of computing the posterior probability of conditional independence of two or more continuous variables from data, examined at several resolutions...
Dimitris Margaritis, Sebastian Thrun