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JMLR
2002
144views more  JMLR 2002»
13 years 8 months ago
Round Robin Classification
In this paper, we discuss round robin classification (aka pairwise classification), a technique for handling multi-class problems with binary classifiers by learning one classifie...
Johannes Fürnkranz
NCA
2007
IEEE
13 years 8 months ago
A data reduction approach for resolving the imbalanced data issue in functional genomics
Learning from imbalanced data occurs frequently in many machine learning applications. One positive example to thousands of negative instances is common in scientific applications...
Kihoon Yoon, Stephen Kwek
DARE
2000
145views more  DARE 2000»
13 years 10 months ago
Augmenting fun and beauty: a pamphlet
In this article we describe how the augmented reality and product design communities, which share the common interest of combining the real and the virtual, might learn from each ...
J. P. Djajadiningrat, Kees Overbeeke, Stephan Wens...
CHI
2008
ACM
14 years 9 months ago
Early olpc experiences in a rural uruguayan school
In this paper, we discuss children's and teachers' experiences in a small rural town in Uruguay where every child in elementary school has received a laptop from the OLP...
Juan Pablo Hourcade, Daiana Beitler, Fernando Corm...
CORR
2007
Springer
127views Education» more  CORR 2007»
13 years 9 months ago
Learning Phonotactics Using ILP
This paper describes experiments on learning Dutch phonotactic rules using Inductive Logic Programming, a machine learning approach based on the notion of inverting resolution. Di...
Stasinos Konstantopoulos