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VMV
2008
107views Visualization» more  VMV 2008»
13 years 11 months ago
Learning with Few Examples using a Constrained Gaussian Prior on Randomized Trees
Machine learning with few training examples always leads to over-fitting problems, whereas human individuals are often able to recognize difficult object categories from only one ...
Erik Rodner, Joachim Denzler
ICCBR
2007
Springer
14 years 4 months ago
Prototypical Cases for Knowledge Maintenance in Biomedical CBR
Abstract. Representing biomedical knowledge is an essential task in biomedical informatics intelligent systems. Case-based reasoning (CBR) holds the promise of representing context...
Isabelle Bichindaritz
IJMMS
2007
79views more  IJMMS 2007»
13 years 9 months ago
Incorporating tutoring principles into interactive knowledge acquisition
This paper argues that interactive knowledge acquisition systems would benefit from a tighter and more thorough incorporation of tutoring and learning principles. Current acquisit...
Jihie Kim, Yolanda Gil
LREC
2010
171views Education» more  LREC 2010»
13 years 11 months ago
Meta-Knowledge Annotation of Bio-Events
Biomedical corpora annotated with event-level information provide an important resource for the training of domain-specific information extraction (IE) systems. These corpora conc...
Raheel Nawaz, Paul Thompson, John McNaught, Sophia...
EWCBR
2008
Springer
13 years 11 months ago
Back to the Future: Knowledge Light Case Base Cookery
The domain of cookery has been of interest for Case-Based Reasoning (CBR) research for many years since the CHEF case-based planning system in the mid 1980s. This paper returns to ...
Qian Zhang, Rong Hu, Brian Mac Namee, Sarah Jane D...