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» Combining and selecting characteristics of information use
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IRI
2009
IEEE
15 years 6 months ago
OntoMatch: A Monotonically Improving Schema Matching System for Autonomous Data Integration
Traditional schema matchers use a set of distinct simple matchers and use a composition function to combine the individual scores using an arbitrary order of matcher application l...
Anupam Bhattacharjee, Hasan M. Jamil
ECML
2006
Springer
15 years 3 months ago
Margin-Based Active Learning for Structured Output Spaces
In many complex machine learning applications there is a need to learn multiple interdependent output variables, where knowledge of these interdependencies can be exploited to impr...
Dan Roth, Kevin Small
ISBI
2006
IEEE
16 years 17 days ago
Quasi-hierarchical, interactive navigation of images and meta-data in the Open Microscopy Environment
Databases containing microscopy images and associated meta-data present users with the challenge of interpreting complex interrelationships between objects. Effective user tools m...
Harry Hochheiser, Ilya G. Goldberg
IUI
2009
ACM
15 years 8 months ago
You can play that again: exploring social redundancy to derive highlight regions in videos
Identifying highlights in multimedia content such as video and audio is currently a very difficult technical problem. We present and evaluate a novel algorithm that identifies hig...
Jose San Pedro, Vaiva Kalnikaité, Steve Whi...
CLEF
2007
Springer
15 years 6 months ago
MIRACLE at ImageCLEFanot 2007: Machine Learning Experiments on Medical Image Annotation
This paper describes the participation of MIRACLE research consortium at the ImageCLEF Medical Image Annotation task of ImageCLEF 2007. Our areas of expertise do not include image...
Sara Lana-Serrano, Julio Villena-Román, Jos...