Sciweavers

3866 search results - page 110 / 774
» Classification of Ordinal Data
Sort
View
CORR
2006
Springer
105views Education» more  CORR 2006»
13 years 10 months ago
Generalization error bounds in semi-supervised classification under the cluster assumption
We consider semi-supervised classification when part of the available data is unlabeled. These unlabeled data can be useful for the classification problem when we make an assumpti...
Philippe Rigollet
ACSW
2004
13 years 11 months ago
A wavelet-based neuro-fuzzy system for data mining small image sets
Creating a robust image classification system depends on having enough data with which one can adequately train and validate the model. If there is not enough available data, this...
Brendon J. Woodford, Da Deng, George L. Benwell
ACII
2005
Springer
14 years 3 months ago
Gesture-Based Affective Computing on Motion Capture Data
Abstract. This paper presents research using full body skeletal movements captured using video-based sensor technology developed by Vicon Motion Systems, to train a machine to iden...
Asha Kapur, Ajay Kapur, Naznin Virji-Babul, George...
ICDM
2007
IEEE
248views Data Mining» more  ICDM 2007»
14 years 1 months ago
Adapting SVM Classifiers to Data with Shifted Distributions
Many data mining applications can benefit from adapting existing classifiers to new data with shifted distributions. In this paper, we present Adaptive Support Vector Machine (Ada...
Jun Yang 0003, Rong Yan, Alexander G. Hauptmann
BMCBI
2006
96views more  BMCBI 2006»
13 years 10 months ago
Individualized markers optimize class prediction of microarray data
Background: Identification of molecular markers for the classification of microarray data is a challenging task. Despite the evident dissimilarity in various characteristics of bi...
Pavlos Pavlidis, Panayiota Poirazi