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ICMCS
2006
IEEE
166views Multimedia» more  ICMCS 2006»
15 years 3 months ago
User-Assisted Image Classification on Personal Photo Collections
Image classification on personal photo collections can be extremely useful to various management tasks. However, there is little progress made forwarding it due to (1) lack of tr...
Wei-Ta Chen, Ying-Hsiang Wen, Ming-Syan Chen
IJCNLP
2004
Springer
15 years 3 months ago
Systematic Construction of Hierarchical Classifier in SVM-Based Text Categorization
In a text categorization task, classification on some hierarchy of classes shows better results than the case without the hierarchy. In current environments where large amount of ...
Yongwook Yoon, Changki Lee, Gary Geunbae Lee
UAI
2004
14 years 11 months ago
The Minimum Information Principle for Discriminative Learning
Exponential models of distributions are widely used in machine learning for classification and modelling. It is well known that they can be interpreted as maximum entropy models u...
Amir Globerson, Naftali Tishby
PR
2011
14 years 17 days ago
Hierarchical annotation of medical images
In this paper, we describe an approach for the automatic medical annotation task of the 2008 CLEF cross-language image retrieval campaign (ImageCLEF). The data comprise 12076 full...
Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, ...
CHI
2007
ACM
15 years 10 months ago
A cognitive constraint model of dual-task trade-offs in a highly dynamic driving task
The paper describes an approach to modeling the strategic variations in performing secondary tasks while driving. In contrast to previous efforts that are based on simulation of a...
Duncan P. Brumby, Andrew Howes, Dario D. Salvucci