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CORR
2000
Springer
109views Education» more  CORR 2000»
13 years 7 months ago
Bootstrapping a Tagged Corpus through Combination of Existing Heterogeneous Taggers
This paper describes a new method, COMBI-BOOTSTRAP, to exploit existing taggers and lexical resources for the annotation of corpora with new tagsets. COMBI-BOOTSTRAP uses existing...
Jakub Zavrel, Walter Daelemans
ICML
2005
IEEE
14 years 8 months ago
Recycling data for multi-agent learning
Learning agents can improve performance cooperating with other agents, particularly learning agents forming a committee outperform individual agents. This "ensemble effect&qu...
Santiago Ontañón, Enric Plaza
ICML
2009
IEEE
14 years 8 months ago
Evaluation methods for topic models
Hanna M. Wallach, Iain Murray, Ruslan Salakhutdino...
DSMML
2004
Springer
14 years 1 months ago
Integrating Binding Site Predictions Using Non-linear Classification Methods
Yi Sun, Mark Robinson, Rod Adams, Paul Kaye, Alist...
CVPR
2005
IEEE
14 years 9 months ago
Random Subwindows for Robust Image Classification
We present a novel, generic image classification method based on a recent machine learning algorithm (ensembles of extremely randomized decision trees). Images are classified usin...
Justus H. Piater, Louis Wehenkel, Pierre Geurts, R...