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ICDM
2005
IEEE
179views Data Mining» more  ICDM 2005»
15 years 5 months ago
Bagging with Adaptive Costs
Ensemble methods have proved to be highly effective in improving the performance of base learners under most circumstances. In this paper, we propose a new algorithm that combine...
Yi Zhang, W. Nick Street
BMCBI
2010
152views more  BMCBI 2010»
15 years 7 hour ago
Comparative study of discretization methods of microarray data for inferring transcriptional regulatory networks
Background: Microarray data discretization is a basic preprocess for many algorithms of gene regulatory network inference. Some common discretization methods in informatics are us...
Yong Li, Lili Liu, Xi Bai, Hua Cai, Wei Ji, Dianji...
PAMI
2006
137views more  PAMI 2006»
14 years 11 months ago
Isoperimetric Graph Partitioning for Image Segmentation
Spectral graph partitioning provides a powerful approach to image segmentation. We introduce an alternate idea that finds partitions with a small isoperimetric constant, requiring ...
Leo Grady, Eric L. Schwartz
ECBS
2003
IEEE
105views Hardware» more  ECBS 2003»
15 years 5 months ago
Panel: Extending UML from Software to Systems Engineering
“The Unified Modeling Language (UML) is a graphical language for visualizing, specifying, constructing, and documenting the artifacts of a softwareintensive system” [1]. This ...
Stephanie White, Murray Cantor, Sanford Friedentha...
OTM
2005
Springer
15 years 5 months ago
Towards Ontology-Guided Design of Learning Information Systems
Courseware increasingly consists of generic information and communication tools. These offer a plethora of functionalities, but their usefulness to a particular learning community ...
Aldo de Moor