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AUSAI
2004
Springer
15 years 10 months ago
BayesTH-MCRDR Algorithm for Automatic Classification of Web Document
Nowadays, automated Web document classification is considered as an important method to manage and process an enormous amount of Web documents in digital forms that are extensive a...
Woo-Chul Cho, Debbie Richards
MICCAI
1998
Springer
15 years 8 months ago
The Correlation Ratio as a New Similarity Measure for Multimodal Image Registration
Over the last five years, new "voxel-based" approaches have allowed important progress in multimodal image registration, notably due to the increasing use of information-...
Alexis Roche, Grégoire Malandain, Xavier Pe...
AI
2004
Springer
15 years 4 months ago
A selective sampling approach to active feature selection
Feature selection, as a preprocessing step to machine learning, has been very effective in reducing dimensionality, removing irrelevant data, increasing learning accuracy, and imp...
Huan Liu, Hiroshi Motoda, Lei Yu
KDD
2010
ACM
224views Data Mining» more  KDD 2010»
15 years 8 months ago
Ensemble pruning via individual contribution ordering
An ensemble is a set of learned models that make decisions collectively. Although an ensemble is usually more accurate than a single learner, existing ensemble methods often tend ...
Zhenyu Lu, Xindong Wu, Xingquan Zhu, Josh Bongard
MDM
2010
Springer
151views Communications» more  MDM 2010»
15 years 3 months ago
diffeRS: A Mobile Recommender Service
—Thanks to advances in mobile technology, modern mobile devices have become essential companions, assisting their users in attaining their daily tasks. It will not be long before...
Lucia Del Prete, Licia Capra