16 search results - page 3 / 4 » Ensembles of Nearest Neighbor Forecasts |
HIS
2004
13 years 7 months ago
2004
In this work, we proposed to use the Zoomed Ranking approach to rank and select time series models. Zoomed Ranking, originally proposed to generate a ranking of candidate algorith...
IPPS
2007
IEEE
14 years 1 days ago
2007
IEEE
The integration of multiple predictors promises higher prediction accuracy than the accuracy that can be obtained with a single predictor. The challenge is how to select the best ...
ICPR
2004
IEEE
14 years 6 months ago
2004
IEEE
We study the domain of dominant competence of six popular classifiers in a space of data complexity measurements. We observe that the simplest classifiers, nearest neighbor and li...
ECCV
2006
Springer
13 years 9 months ago
2006
Springer
While learning ensembles have been widely used for various pattern recognition tasks, surprisingly, they have found limited application in problems related to medical image analysi...
TKDE
2008
13 years 5 months ago
2008
We present a method for explaining predictions for individual instances. The presented approach is general and can be used with all classification models that output probabilities...