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KDD
2008
ACM
183views Data Mining» more  KDD 2008»
16 years 5 months ago
A bayesian mixture model with linear regression mixing proportions
Classic mixture models assume that the prevalence of the various mixture components is fixed and does not vary over time. This presents problems for applications where the goal is...
Xiuyao Song, Chris Jermaine, Sanjay Ranka, John Gu...
DAGM
2009
Springer
15 years 11 months ago
Deformation-Aware Log-Linear Models
Abstract. In this paper, we present a novel deformation-aware discriminative model for handwritten digit recognition. Unlike previous approaches our model directly considers image ...
Tobias Gass, Thomas Deselaers, Hermann Ney
DIS
2005
Springer
15 years 10 months ago
Practical Algorithms for Pattern Based Linear Regression
We consider the problem of discovering the optimal pattern from a set of strings and associated numeric attribute values. The goodness of a pattern is measured by the correlation b...
Hideo Bannai, Kohei Hatano, Shunsuke Inenaga, Masa...
ECCV
2004
Springer
15 years 10 months ago
Stitching and Reconstruction of Linear-Pushbroom Panoramic Images for Planar Scenes
Abstract. This paper proposes a method to integrate multiple linearpushbroom panoramic images. The integration can be performed in real time. The technique is feasible on planar sc...
Chu-Song Chen, Yu-Ting Chen, Fay Huang
133
Voted
ICCSA
2003
Springer
15 years 9 months ago
Coupling Tangent-Linear and Adjoint Models
Abstract. We consider the solution of a (generalized) eigenvalue problem arising in physical oceanography that involves the evaluation of both the tangent-linear and adjoint versio...
Uwe Naumann, Patrick Heimbach