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ICALT
2005
IEEE
15 years 8 months ago
The Effect of Correlation on the Accuracy of Meta-Learning Approach
Meta-learning is an efficient approach in the field of machine learning, which involves multiple classifiers. In this paper, a meta-learning framework consisting of stacking meta-...
Li-ying Yang, Zheng Qin
ICML
2004
IEEE
16 years 4 months ago
Multiple kernel learning, conic duality, and the SMO algorithm
While classical kernel-based classifiers are based on a single kernel, in practice it is often desirable to base classifiers on combinations of multiple kernels. Lanckriet et al. ...
Francis R. Bach, Gert R. G. Lanckriet, Michael I. ...
LREC
2008
142views Education» more  LREC 2008»
15 years 4 months ago
Corpus-Based Tools for Computer-Assisted Acquisition of Reading Abilities in Cognate Languages
This paper presents an approach to computer-assisted teaching of reading abilities using corpus data. The approach is supported by a set of tools for automatically selecting and c...
Svitlana Kurella, Serge Sharoff, Anthony Hartley
CVPR
2006
IEEE
16 years 5 months ago
Model Order Selection and Cue Combination for Image Segmentation
Model order selection and cue combination are both difficult open problems in the area of clustering. In this work we build upon stability-based approaches to develop a new method...
Andrew Rabinovich, Serge Belongie, Tilman Lange, J...
AMCP
1998
Springer
287views Multimedia» more  AMCP 1998»
15 years 7 months ago
Automatic Video Indexing Based on Shot Classification
Automatic indexing to video data is in strong demand to cope with the increasing amount. We propose an automatic indexing method for television news video, which indexes to shots c...
Ichiro Ide, Koji Yamamoto, Hidehiko Tanaka