Database Reference
In-Depth Information
[7] S. Chakrabarti, B. Dom, and P. Indyk. Enhanced hypertext categoriza-
tion using hyperlinks. In
International Conference on Management of
Data
, 1998.
[8] L. Chen, M. Wainwright, M. Cetin, and A. Willsky. Multitarget-
multisensor data association using the tree-reweighted max-product al-
gorithm. In
SPIE Aerosense conference
, 2003.
[9] B. Gallagher and T. Eliassi-Rad. An evaluation of experimental method-
ology for classifiers of relational data. In
Workshop on Mining Graphs
and Complex Structures, IEEE International Conference on Data Min-
ing (ICDM)
, 2007.
[10] S. Geman and D. Geman. Stochastic relaxation, gibbs distributions
and the bayesian restoration of images.
IEEE Transactions on Pattern
Analysis and Machine Intelligence
, 1984.
[11] L. Getoor.
Advanced Methods for Knowledge Discovery from Complex
Data
, chapter Link-based classification. Springer, 2005.
[12] W. R. Gilks, S. Richardson, and D. J. Spiegelhalter.
Markov Chain
Monte Carlo in Practice
.
Interdisciplinary Statistics. Chapman &
Hall/CRC, 1996.
[13] R. Hummel and S. Zucker. On the foundations of relaxation labeling
processes. In
IEEE Transactions on Pattern Analysis and Machine In-
telligence
, 1983.
[14] D. Jensen, J. Neville, and B. Gallagher. Why collective inference im-
proves relational classification. In
Proceedings of the 10th ACM SIGKDD
International Conference on Knowledge Discovery and Data Mining
,
2004.
[15] M. I. Jordan, Z. Ghahramani, T. S. Jaakkola, and L. K. Saul. An intro-
duction to variational methods for graphical models.
Machine Learning
,
1999.
[16] J. Kleinberg and E. Tardos. Approximation algorithms for classification
problems with pairwise relationships: Metric labeling and markov ran-
dom fields. In
IEEE Symposium on Foundations of Computer Science
,
1999.
[17] F. R. Kschischang and B. J. Frey. Iterative decoding of compound codes
by probability progation in graphical models.
IEEE Journal on Selected
Areas in Communication
, 1998.
[18] F. R. Kschischang, B. J. Frey, and H. A. Loeliger. Factor graphs and the
sum-product algorithm. In
IEEE Transactions on Information Theory
,
2001.
Search WWH ::
Custom Search