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IJCAI
2003
15 years 2 months ago
Constructing Diverse Classifier Ensembles using Artificial Training Examples
Ensemble methods like bagging and boosting that combine the decisions of multiple hypotheses are some of the strongest existing machine learning methods. The diversity of the memb...
Prem Melville, Raymond J. Mooney
71
Voted
VIP
2001
15 years 2 months ago
Image Segmentation on Spiral Architecture
Spiral Architecture is a relatively new and powerful approach to general purpose machine vision system. It contains very useful geometric and algebraic properties. Two algebraic o...
Qiang Wu, Xiangjian He, Tom Hintz
85
Voted
BMVC
1998
15 years 2 months ago
A Novel Confidence-Based Framework for Multiple Expert Decision Fusion
A novel confidence-based parallel multiple expert decision combination framework is introduced. The traditional approaches to parallel multiple source decision fusion either take ...
Ahmad Fuad Rezaur Rahman, Michael C. Fairhurst
TREC
1997
15 years 2 months ago
Document Translation for Cross-Language Text Retrieval at the University of Maryland
The University of Maryland participated in three TREC-6 tasks: ad hoc retrieval, cross-language retrieval, and spoken document retrieval. The principal focus of the work was evalu...
Douglas W. Oard, Paul G. Hackett
COLING
1996
15 years 2 months ago
Multiple Discourse Relations on the Sentential Level in Japanese
In the spoken language machine translation project Verbmobil, the semantic formalism Language for Underspecified Discourse representation structures (LUD) is used. LUD describes a...
Yoshiki Mori