Sciweavers

206 search results - page 12 / 42
» GRASP for Instance Selection in Medical Data Sets
Sort
View
JAR
2006
101views more  JAR 2006»
15 years 6 months ago
Checking Consistency and Completeness of On-Line Product Manuals
Abstract. As products are growing more complex, so is their documentation. With an increasing number of product options, the diversity in service and maintenance procedures grows a...
Carsten Sinz, Wolfgang Küchlin, Dieter Feicht...
NIPS
2007
15 years 7 months ago
Discriminative Batch Mode Active Learning
Active learning sequentially selects unlabeled instances to label with the goal of reducing the effort needed to learn a good classifier. Most previous studies in active learning...
Yuhong Guo, Dale Schuurmans
VLDB
2007
ACM
149views Database» more  VLDB 2007»
16 years 4 days ago
Probabilistic Skylines on Uncertain Data
Uncertain data are inherent in some important applications. Although a considerable amount of research has been dedicated to modeling uncertain data and answering some types of qu...
Jian Pei, Bin Jiang, Xuemin Lin, Yidong Yuan
BMCBI
2006
198views more  BMCBI 2006»
15 years 6 months ago
Gene selection and classification of microarray data using random forest
Background: Selection of relevant genes for sample classification is a common task in most gene expression studies, where researchers try to identify the smallest possible set of ...
Ramón Díaz-Uriarte, Sara Alvarez de ...
DASFAA
2005
IEEE
171views Database» more  DASFAA 2005»
15 years 11 months ago
Mining Succinct Systems of Minimal Generators of Formal Concepts
Formal concept analysis has become an active field of study for data analysis and knowledge discovery. A formal concept C is determined by its extent (the set of objects that fall...
Guozhu Dong, Chunyu Jiang, Jian Pei, Jinyan Li, Li...