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IJON
2011
158views more  IJON 2011»
14 years 11 months ago
Maximal Discrepancy for Support Vector Machines
Several theoretical methods have been developed in the past years to evaluate the generalization ability of a classifier: they provide extremely useful insights on the learning ph...
Davide Anguita, Alessandro Ghio, Sandro Ridella
114
Voted
ICDAR
2005
IEEE
15 years 10 months ago
Page Segmentation Competition
There is an established need for objective evaluation of layout analysis methods, in realistic circumstances. This paper describes the Page Segmentation Competition (modus operand...
Apostolos Antonacopoulos, David Bridson, Basilios ...
SPATIALCOGNITION
2004
Springer
15 years 10 months ago
Sketch Map Analysis Using GIS Buffer Operation
We developed a method to analyze sketch maps by GIS, and applied it to an actual case study. We found that analysis using buffer operation was more effective for sketch map analyse...
Kohei Okamoto, Kei-ichi Okunuki, Toshibumi Takai
ICDAR
2003
IEEE
15 years 10 months ago
ICDAR 2003 Page Segmentation Competition
There is a significant need to objectively evaluate layout analysis (page segmentation and region classification) methods. This paper describes the Page Segmentation Competition (...
Apostolos Antonacopoulos, Basilios Gatos, Dimosthe...
IJCAI
2007
15 years 6 months ago
Graph-Based Semi-Supervised Learning as a Generative Model
This paper proposes and develops a new graph-based semi-supervised learning method. Different from previous graph-based methods that are based on discriminative models, our method...
Jingrui He, Jaime G. Carbonell, Yan Liu 0002