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CIKM
2007
Springer
15 years 3 months ago
Learning on the border: active learning in imbalanced data classification
Seyda Ertekin, Jian Huang 0002, Léon Bottou...
SIGCSE
2002
ACM
88views Education» more  SIGCSE 2002»
14 years 9 months ago
Loving to learn theory: active learning modules for the theory of computing
Michael T. Grinder, Seong Baeg Kim, Teresa L. Lute...
71
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ECTEL
2007
Springer
15 years 3 months ago
From Informal Learner to Active Content Provider: SLEAM Approach
Creation of the reusable learning content in the process of work is a challenging but promising trend in e-learning and knowledge management. While the main research focus nowadays...
Oleg Rostanin, Markus Ludwar
SIGMOD
2010
ACM
213views Database» more  SIGMOD 2010»
15 years 2 months ago
On active learning of record matching packages
We consider the problem of learning a record matching package (classifier) in an active learning setting. In active learning, the learning algorithm picks the set of examples to ...
Arvind Arasu, Michaela Götz, Raghav Kaushik
IJCAI
2001
14 years 11 months ago
Active Learning for Class Probability Estimation and Ranking
For many supervised learning tasks it is very costly to produce training data with class labels. Active learning acquires data incrementally, at each stage using the model learned...
Maytal Saar-Tsechansky, Foster J. Provost