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» Classification Using a Hierarchical Bayesian Approach
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87
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ICML
2007
IEEE
16 years 14 days ago
The matrix stick-breaking process for flexible multi-task learning
In multi-task learning our goal is to design regression or classification models for each of the tasks and appropriately share information between tasks. A Dirichlet process (DP) ...
Ya Xue, David B. Dunson, Lawrence Carin
83
Voted
GECCO
2006
Springer
195views Optimization» more  GECCO 2006»
15 years 3 months ago
Studying XCS/BOA learning in Boolean functions: structure encoding and random Boolean functions
Recently, studies with the XCS classifier system on Boolean functions have shown that in certain types of functions simple crossover operators can lead to disruption and, conseque...
Martin V. Butz, Martin Pelikan
91
Voted
ISM
2008
IEEE
134views Multimedia» more  ISM 2008»
15 years 6 months ago
GeM-Tree: Towards a Generalized Multidimensional Index Structure Supporting Image and Video Retrieval
In this paper, we propose a tree-based multidimensional structure, GeM-Tree, which indexes both images and videos within a single general framework utilizing Earth Mover’s Dista...
Kasturi Chatterjee, Shu-Ching Chen
101
Voted
DAS
2008
Springer
15 years 1 months ago
Accurate Alignment of Double-Sided Manuscripts for Bleed-Through Removal
Double-sided manuscripts are often degraded by bleedthrough interference. Such degradation must be corrected to facilitate human perception and machine recognition. Most approache...
Jie Wang, Michael S. Brown, Chew Lim Tan
MVA
2006
205views Computer Vision» more  MVA 2006»
14 years 11 months ago
Ontological inference for image and video analysis
Abstract This paper presents an approach to designing and implementing extensible computational models for perceiving systems based on a knowledge-driven joint inference approach. ...
Christopher Town