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» A Comparison of Two Approaches to Data Mining from Imbalance...
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ICDM
2008
IEEE
136views Data Mining» more  ICDM 2008»
14 years 3 months ago
Generalized Framework for Syntax-Based Relation Mining
Supervised approaches to Data Mining are particularly appealing as they allow for the extraction of complex relations from data objects. In order to facilitate their application i...
Bonaventura Coppola, Alessandro Moschitti, Daniele...
ICIAP
1997
ACM
14 years 22 days ago
Two-Step Parameter-Free Elastic Image Registration with Prescribed Point Displacements
A two-step parameter-free approach for non-rigid medical image registration is presented. Displacements of boundary structures are computed in the rst step and then incorporated a...
Wladimir Peckar, Christoph Schnörr, Karl Rohr...
ICANN
2005
Springer
14 years 2 months ago
Neural Network Classifers in Arrears Management
Abstract. The literature suggests that an ensemble of classifiers outperforms a single classifier across a range of classification problems. This paper investigates the applicat...
Esther Scheurmann, Chris Matthews
ICCV
2009
IEEE
13 years 6 months ago
Efficient multi-label ranking for multi-class learning: Application to object recognition
Multi-label learning is useful in visual object recognition when several objects are present in an image. Conventional approaches implement multi-label learning as a set of binary...
Serhat Selcuk Bucak, Pavan Kumar Mallapragada, Ron...
AMINING
2003
Springer
261views Data Mining» more  AMINING 2003»
14 years 1 months ago
Micro View and Macro View Approaches to Discovered Rule Filtering
A data mining system can semi-automatically discover knowledge by mining a large volume of data, but the discovered knowledge is not always novel and may contain unreasonable facts...
Yasuhiko Kitamura, Akira Iida, Keunsik Park