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» An Algebraic Approach to Data Mining: Some Examples
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ICCV
2011
IEEE
14 years 6 months ago
iGroup : Weakly supervised image and video grouping
We present a generic, efficient and iterative algorithm for interactively clustering classes of images and videos. The approach moves away from the use of large hand labelled tra...
Andrew Gilbert, Richard Bowden
CCR
2004
143views more  CCR 2004»
15 years 6 months ago
The cutting EDGE of IP router configuration
Abstract-- Human error in configuring routers undermines attempts to provide reliable, predictable end-to-end performance on IP networks. Manual configuration, while expensive and ...
Donald F. Caldwell, Anna Gilbert, Joel Gottlieb, A...
GI
2004
Springer
15 years 11 months ago
XML-based Data Integration for Semantic Information Portals
: This paper addresses some classical problems to integrate data sources that are heterogeneous in structure with possibly redundant data along a real world example integrating thr...
Patrick Lehti, Peter Fankhauser, Silvia von Stacke...
TKDE
2010
137views more  TKDE 2010»
15 years 4 months ago
A Survey on Transfer Learning
—A major assumption in many machine learning and data mining algorithms is that the training and future data must be in the same feature space and have the same distribution. How...
Sinno Jialin Pan, Qiang Yang
KDD
2007
ACM
190views Data Mining» more  KDD 2007»
16 years 6 months ago
Model-shared subspace boosting for multi-label classification
Typical approaches to multi-label classification problem require learning an independent classifier for every label from all the examples and features. This can become a computati...
Rong Yan, Jelena Tesic, John R. Smith