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» Consistent Knowledge Discovery from Evolving Ontologies
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LION
2010
Springer
209views Optimization» more  LION 2010»
15 years 3 months ago
Feature Extraction from Optimization Data via DataModeler's Ensemble Symbolic Regression
We demonstrate a means of knowledge discovery through feature extraction that exploits the search history of an optimization run. We regress a symbolic model ensemble from optimiza...
Kalyan Veeramachaneni, Katya Vladislavleva, Una-Ma...
80
Voted
EDBT
2010
ACM
144views Database» more  EDBT 2010»
15 years 1 months ago
Timely YAGO: harvesting, querying, and visualizing temporal knowledge from Wikipedia
Recent progress in information extraction has shown how to automatically build large ontologies from high-quality sources like Wikipedia. But knowledge evolves over time; facts ha...
Yafang Wang, Mingjie Zhu, Lizhen Qu, Marc Spaniol,...
FSKD
2010
Springer
270views Fuzzy Logic» more  FSKD 2010»
14 years 11 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...
BMCBI
2007
93views more  BMCBI 2007»
14 years 10 months ago
Representing default knowledge in biomedical ontologies: application to the integration of anatomy and phenotype ontologies
Background: Current efforts within the biomedical ontology community focus on achieving interoperability between various biomedical ontologies that cover a range of diverse domain...
Robert Hoehndorf, Frank Loebe, Janet Kelso, Heinri...
ECAI
2000
Springer
15 years 2 months ago
An Instance-based Approach for Identifying Candidate Ontology Relations within a Multi-Agent System
Discovering related concepts in a multi-agent system among agents with diverse ontologies is difficult using existing knowledge representation languages and approaches. We describ...
Andrew B. Williams, Costas Tsatsoulis