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» Evaluating Usefulness for Dynamic Classification
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94
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CEAS
2004
Springer
15 years 8 months ago
SpamBayes: Effective open-source, Bayesian based, email classification system
This paper introduces the SpamBayes classification engine and outlines the most important features and techniques which contribute to its success. The importance of using the indet...
Tony A. Meyer, Brendon Whateley
140
Voted
CVPR
2010
IEEE
15 years 6 months ago
Integrated Pedestrian Classification and Orientation Estimation
This paper presents a novel approach to single-frame pedestrian classification and orientation estimation. Unlike previous work which addressed classification and orientation sepa...
Markus Enzweiler, Dariu Gavrila
KDD
2009
ACM
163views Data Mining» more  KDD 2009»
16 years 3 months ago
Large-scale graph mining using backbone refinement classes
We present a new approach to large-scale graph mining based on so-called backbone refinement classes. The method efficiently mines tree-shaped subgraph descriptors under minimum f...
Andreas Maunz, Christoph Helma, Stefan Kramer
102
Voted
ICPR
2008
IEEE
16 years 3 months ago
Bag-of-visual-words models for adult image classification and filtering
We present a method to classify images into different categories of pornographic content to create a system for filtering pornographic images from network traffic. Although differ...
Hermann Ney, Lexi Pimenidis, Thomas Deselaers
SIGIR
2008
ACM
15 years 2 months ago
Bilingual topic aspect classification with a few training examples
This paper explores topic aspect (i.e., subtopic or facet) classification for English and Chinese collections. The evaluation model assumes a bilingual user who has found document...
Yejun Wu, Douglas W. Oard