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» Methods for Dynamic Classifier Selection
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CATA
2008
13 years 11 months ago
Investigation of Random Forest Performance with Cancer Microarray Data
The diagnosis of cancer type based on microarray data offers hope that cancer classification can be highly accurate for clinicians to choose the most appropriate forms of treatmen...
Myungsook Klassen, Matt Cummings, Griselda Saldana
CVPR
2003
IEEE
15 years 5 days ago
Object Class Recognition by Unsupervised Scale-Invariant Learning
We present a method to learn and recognize object class models from unlabeled and unsegmented cluttered scenes in a scale invariant manner. Objects are modeled as flexible constel...
Robert Fergus, Pietro Perona, Andrew Zisserman
ICML
1998
IEEE
14 years 11 months ago
Employing EM and Pool-Based Active Learning for Text Classification
This paper shows how a text classifier's need for labeled training documents can be reduced by taking advantage of a large pool of unlabeled documents. We modify the Query-by...
Andrew McCallum, Kamal Nigam
CAIP
2007
Springer
117views Image Analysis» more  CAIP 2007»
14 years 4 months ago
Eigenmotion-Based Detection of Intestinal Contractions
Abstract. Intestinal contractions are one of the main features for analyzing intestinal motility and detecting different gastrointestinal pathologies. In this paper we propose Eig...
Laura Igual, Santi Seguí, Jordi Vitri&agrav...
HICSS
2003
IEEE
117views Biometrics» more  HICSS 2003»
14 years 3 months ago
Developing Sustainable B2B E-Commerce Scenarios in the Chinese Context A Research Proposal
This paper outlines the theoretical concept of a study currently under way in China. Its main idea is to explore the sustainability of centralized inter-organizational systems for...
Kai Reimers