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CLEF
2010
Springer
15 years 16 days ago
MRIM-LIG at ImageCLEF 2010 Visual Concept Detection and Annotation task
This paper focuses on one of the Image CLEF Photo tasks at which the MRIM research group of the LIG participated: the Visual Concept Detection and Annotation. For this task, we app...
Rami Albatal, Philippe Mulhem
GI
2004
Springer
15 years 4 months ago
Communicating Agents Architecture with Applications in Multimodal Human Computer Interaction
: We present our idea of solving parts of the vision task with an organic computing approach. We have designed a multiagent system (MAS) of many different modules working on differ...
Maximilian Krüger, Achim Schäfer, Andrea...
ICDAR
2003
IEEE
15 years 4 months ago
Binary Classification Trees for Multi-class Classification Problems
This paper proposes a binary classification tree aiming at solving multi-class classification problems using binary classifiers. The tree design is achieved in a way that a class ...
Jin-Seon Lee, Il-Seok Oh
TREC
2003
15 years 24 days ago
BioText Team Report for the TREC 2003 Genomics Track
The BioText project team participated in both tasks of the TREC 2003 genomics track. Key to our approach in the primary task was the use of an organism-name recognition module, a ...
Gaurav Bhalotia, Preslav Nakov, Ariel S. Schwartz,...
MCS
2007
Springer
14 years 11 months ago
Exploiting Diversity in Ensembles: Improving the Performance on Unbalanced Datasets
Abstract. Ensembles are often capable of greater predictive performance than any of their individual classifiers. Despite the need for classifiers to make different kinds of err...
Nitesh V. Chawla, Jared Sylvester