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AAAI
1997
13 years 11 months ago
Active Learning with Committees for Text Categorization
In many real-world domains, supervised learning requires a large number of training examples. In this paper, we describe an active learning method that uses a committee of learner...
Ray Liere, Prasad Tadepalli
CSEE
2009
Springer
14 years 4 months ago
A Community of Learners Approach to Software Architecture Education
The wicked nature of software architecture calls for educational methodologies that deviate from the traditional active lecturer-passive student relation. In this paper we present...
Remco C. de Boer, Rik Farenhorst, Hans van Vliet
ECAI
2004
Springer
14 years 3 months ago
Active Learning for Robot Manipulation
Abstract— Learning techniques in robotic grasping applications have usually been concerned with the way a hand approaches to an object, or with improving the motor control of man...
Antonio Morales, Eris Chinellato, Andrew H. Fagg, ...
ICWE
2003
Springer
14 years 3 months ago
Organizing Problem Solving Activities for Synchronous Collaborative Learning of Design Domains
Scientific community is showing a growing interest in Collaborative Systems, although most of developed systems deal with specific applications. This, together with the effort that...
Crescencio Bravo, Miguel A. Redondo, Manuel Ortega...
CVPR
2008
IEEE
15 years 2 days ago
Semi-supervised SVM batch mode active learning for image retrieval
Active learning has been shown as a key technique for improving content-based image retrieval (CBIR) performance. Among various methods, support vector machine (SVM) active learni...
Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R....