AUSAI
2009
Springer
14 years 2 months ago
2009
Springer
Abstract. Spectral co-clustering is a generic method of computing coclusters of relational data, such as sets of documents and their terms. Latent semantic analysis is a method of ...
AUSAI
2009
Springer
14 years 2 months ago
2009
Springer
Regressions has successfully been incorporated into memetic algorithm (MA) to build surrogate models for the objective or constraint landscape of optimization problems. This helps ...
AUSAI
2009
Springer
14 years 2 months ago
2009
Springer
Ensembles are often capable of greater prediction accuracy than any of their individual members. As a consequence of the diversity between individual base-learners, an ensemble wil...
AUSAI
2009
Springer
14 years 2 months ago
2009
Springer
Research on affective computing is growing rapidly and new applications are being developed more frequently. They use information about the affective/mental states of users to adap...
AUSAI
2009
Springer
14 years 5 months ago
2009
Springer
Abstract. We present a semantic model of typicality of concept members in description logics that accords well with a binary, globalist cognitive model of class membership and typi...
AUSAI
2009
Springer
14 years 5 months ago
2009
Springer
Abstract. This paper derives two new information theoretic linear regression criteria based on the minimum message length principle. Both criteria are invariant to full rank affine...
AUSAI
2009
Springer
14 years 5 months ago
2009
Springer
AUSAI
2009
Springer
14 years 5 months ago
2009
Springer
The minimum message length (MML) principle for inductive inference has been successfully applied to image segmentation where the images are modelled by Markov random fields (MRF)....
AUSAI
2009
Springer
14 years 5 months ago
2009
Springer
In P2P VoD streaming systems, user behavior modeling is critical to help optimise user experience as well as system throughput. However, it still remains a challenging task due to ...
AUSAI
2009
Springer
14 years 5 months ago
2009
Springer
Model checking games are instances of Hintikka’s game semantics for logic used for purposes of debugging systems verification models. Previous work in the area has developed the...