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CORR
2011
Springer
165views Education» more  CORR 2011»
13 years 2 months ago
Universal Metadata Standard
The basis of consciousness is an association of notions, the neuronal network. Similarly, the creation of a next generation internet (semantic web) is impossible without attributes...
Andrej Poleev
IWRIDL
2006
ACM
158views Education» more  IWRIDL 2006»
14 years 1 months ago
Document image analysis for digital libraries
Digital Libraries have many forms – institutional libraries for information dissemination, document repositories for recordkeeping, and personal digital libraries for organizing...
Prateek Sarkar
CVPR
1997
IEEE
14 years 9 months ago
Global Training of Document Processing Systems Using Graph Transformer Networks
We propose a new machine learning paradigm called Graph Transformer Networks that extends the applicability of gradient-based learning algorithms to systems composed of modules th...
Léon Bottou, Yoshua Bengio, Yann LeCun
ICPR
2010
IEEE
13 years 11 months ago
Transition Thresholds for Binarization of Historical Documents
Abstract--This paper extends the transition method for binarization based on transition pixels, a generalization of edge pixels. This method originally computes transition threshol...
Marte Alejandro Ramírez-Ortegón, Raul Rojas
UAI
2008
13 years 9 months ago
Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression
Although fully generative models have been successfully used to model the contents of text documents, they are often awkward to apply to combinations of text data and document met...
David M. Mimno, Andrew McCallum