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JAIR
2006
113views more  JAIR 2006»
13 years 7 months ago
Generative Prior Knowledge for Discriminative Classification
We present a novel framework for integrating prior knowledge into discriminative classifiers. Our framework allows discriminative classifiers such as Support Vector Machines (SVMs...
Arkady Epshteyn, Gerald DeJong
VLDB
2007
ACM
104views Database» more  VLDB 2007»
14 years 8 months ago
Unifying Data and Domain Knowledge Using Virtual Views
The database community is on a constant quest for better integration of data management and knowledge management. Recently, with the increasing use of ontology in various applicat...
Lipyeow Lim, Haixun Wang, Min Wang
FSKD
2010
Springer
270views Fuzzy Logic» more  FSKD 2010»
13 years 8 months ago
Ontology-based knowledge discovery and sharing in bioinformatics and medical informatics: A brief survey
Abstract--Worldwide health scientists are producing, accessing, analyzing, integrating, and storing massive amounts of digital medical data daily, through observation, experimentat...
Jingshan Huang, Dejing Dou, Lei He, Pat Hayes, Jia...
ICDE
2006
IEEE
115views Database» more  ICDE 2006»
14 years 1 months ago
Integration Workbench: Integrating Schema Integration Tools
A key aspect of any data integration endeavor is establishing a transformation that translates instances of one or more source schemata into instances of a target schema. This sch...
Peter Mork, Arnon Rosenthal, Leonard J. Seligman, ...
BMCBI
2006
105views more  BMCBI 2006»
13 years 7 months ago
Integrative investigation of metabolic and transcriptomic data
Background: New analysis methods are being developed to integrate data from transcriptome, proteome, interactome, metabolome, and other investigative approaches. At the same time,...
Pinar Pir, Betül Kirdar, Andrew Hayes, Z. Ils...