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922views
17 years 1 months ago
Multi-Class Active Learning for Image Classification
One of the principal bottlenecks in applying learning techniques to classification problems is the large amount of labeled training data required. Especially for images and video, ...
Ajay J. Joshi, Fatih Porikli, Nikolaos Papanikolop...
ICDAR
2009
IEEE
16 years 26 days ago
Scaling Up Whole-Book Recognition
We describe the results of large-scale experiments with algorithms for unsupervised improvement of recognition of book-images using fully automatic mutual-entropy-based model adap...
Pingping Xiu, Henry S. Baird
SEMWEB
2009
Springer
16 years 20 days ago
Exploiting User Feedback to Improve Semantic Web Service Discovery
State-of-the-art discovery of Semantic Web services is based on hybrid algorithms that combine semantic and syntactic matchmaking. These approaches are purely based on similarity m...
Anna Averbakh, Daniel Krause, Dimitrios Skoutas
ERCIMDL
2008
Springer
107views Education» more  ERCIMDL 2008»
15 years 8 months ago
Revisiting Lexical Signatures to (Re-)Discover Web Pages
A lexical signature (LS) is a small set of terms derived from a document that capture the "aboutness" of that document. A LS generated from a web page can be used to disc...
Martin Klein, Michael L. Nelson
ICWN
2007
15 years 7 months ago
Comparing Agent Paradigms for Resource Management in Sensor Networks
— Management of power and other resources that effect field life is an important consideration in sensor networks. This paper presents and compares alternative agent paradigms ap...
Anish Anthony, Thomas C. Jannett