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» Learning From Ambiguous Examples
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220
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CVPR
2005
IEEE
16 years 9 months ago
A Sparse Object Category Model for Efficient Learning and Exhaustive Recognition
We present a "parts and structure" model for object category recognition that can be learnt efficiently and in a semisupervised manner: the model is learnt from example ...
Robert Fergus, Pietro Perona, Andrew Zisserman
199
Voted
ICDCS
2002
IEEE
15 years 12 months ago
A Fully Distributed Framework for Cost-Sensitive Data Mining
Data mining systems aim to discover patterns and extract useful information from facts recorded in databases. A widely adopted approach is to apply machine learning algorithms to ...
Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. S...
IJCV
2008
106views more  IJCV 2008»
15 years 7 months ago
Evaluation of Localized Semantics: Data, Methodology, and Experiments
We present a new data set encoding localized semantics for 1014 images and a methodology for using this kind of data for recognition evaluation. This methodology establishes protoc...
Kobus Barnard, Quanfu Fan, Ranjini Swaminathan, An...
192
Voted
ICDAR
2003
IEEE
16 years 8 days ago
Engineering Drawings Recognition Using a Case-based Approach
In this paper, we propose a framework for engineering drawings recognition using a case-based approach. The key idea of our scheme is that, interactively, the user provides an exa...
Yan Luo, Liu Wenyin
WCCE
2001
117views Education» more  WCCE 2001»
15 years 8 months ago
ICT Support for Electronic Portfolios and Alternative Assessment
: This paper covers the use of technology to support three aspects of Alternative Assessment: Observations of Student Learning, Performance Assessments, and Electronic Portfolios. ...
Helen C. Barrett