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IJCAI
2001
15 years 8 months ago
Using Case-Base Data to Learn Adaptation Knowledge for Design
One advantage of Case-Based Reasoning (CBR) is the relative ease of constructing and maintaining CBR systems, especially as a number of commercial CBR tools are available. However...
Jacek Jarmulak, Susan Craw, Ray Rowe
AAAI
2000
15 years 8 months ago
Selective Sampling with Redundant Views
Selective sampling, a form of active learning, reduces the cost of labeling training data by asking only for the labels of the most informative unlabeled examples. We introduce a ...
Ion Muslea, Steven Minton, Craig A. Knoblock
178
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FLAIRS
1998
15 years 8 months ago
Interactively Training Pixel Classifiers
Manual generation of training examples for supervised learning is an expensive process. One way to reduce this cost is to produce training instances that are highly informative. T...
Justus H. Piater, Edward M. Riseman, Paul E. Utgof...
NETWORKING
2000
15 years 8 months ago
Real-Time Traffic Transmission over the Internet
Abstract. Multimedia applications require the transmission of realtime streams over a network. These streams often exhibit variable bandwidth requirements, and require high bandwid...
Marco Furini, Donald F. Towsley
SOMET
2007
15 years 8 months ago
Automated Design Improvement by Example
The high cost of software maintenance could potentially be reduced by automatically improving the design of object-oriented programs without altering their behaviour. We have const...
Mark O'Keeffe, Mel Ó Cinnéide