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» Embedding Heterogeneous Data Using Statistical Models
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ICML
2007
IEEE
14 years 11 months ago
Three new graphical models for statistical language modelling
The supremacy of n-gram models in statistical language modelling has recently been challenged by parametric models that use distributed representations to counteract the difficult...
Andriy Mnih, Geoffrey E. Hinton
JCP
2006
131views more  JCP 2006»
13 years 10 months ago
Compression of Short Text on Embedded Systems
Abstract-- The paper details a scheme for lossless compression of short data series larger than 50 Bytes. The method uses arithmetic coding and context modeling with a low-complexi...
Stephan Rein, Clemens Gühmann, Frank H. P. Fi...
ICEIS
2009
IEEE
14 years 5 months ago
DeXIN: An Extensible Framework for Distributed XQuery over Heterogeneous Data Sources
Abstract. In the Web environment, rich, diverse sources of heterogeneous and distributed data are ubiquitous. In fact, even the information characterizing a single entity - like, f...
Muhammad Intizar Ali, Reinhard Pichler, Hong Linh ...
ECCV
2004
Springer
14 years 3 months ago
Statistical Imaging for Modeling and Identification of Bacterial Types
An automatic tool is developed to identify microbiological data types using computer-vision and statistical modeling techniques. In bacteriophage (phage) typing, representative pro...
Sigal Trattner, Hayit Greenspan, Gabi Tepper, Shim...
PKDD
1999
Springer
272views Data Mining» more  PKDD 1999»
14 years 2 months ago
Handling Missing Data in Trees: Surrogate Splits or Statistical Imputation
Abstract. In many applications of data mining a - sometimes considerable - part of the data values is missing. This may occur because the data values were simply never entered into...
A. J. Feelders