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» Automating ad hoc data representation transformations
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DILS
2005
Springer
15 years 4 months ago
Cluster Based Integration of Heterogeneous Biological Databases Using the AutoMed Toolkit
This paper presents an extensible architecture that can be used to support the integration of heterogeneous biological data sets. In our architecture, a clustering approach has bee...
Michael Maibaum, Lucas Zamboulis, Galia Rimon, Chr...
MM
2004
ACM
88views Multimedia» more  MM 2004»
15 years 4 months ago
A general framework for multidimensional adaptation
Data adaptation is an essential system component in a wide variety of application areas. To date, most applications use ad hoc methods to manage data in response to limited resour...
David Gotz, Ketan Mayer-Patel
KDD
2000
ACM
142views Data Mining» more  KDD 2000»
15 years 2 months ago
Automating exploratory data analysis for efficient data mining
Having access to large data sets for the purpose of predictive data mining does not guarantee good models, even when the size of the training data is virtually unlimited. Instead,...
Jonathan D. Becher, Pavel Berkhin, Edmund Freeman
IWFM
1998
117views Formal Methods» more  IWFM 1998»
15 years 3 days ago
A Case Study on Proving Transformations Correct: Data-Parallel Conversion
The issue of correctness in the context of a certain style of program transformation is investigated. This style is characterised by the fully automated application of large numbe...
Stephen Kilpatrick, Maurice Clint, Peter Kilpatric...
WSC
2004
15 years 4 days ago
Automated Database and Schema-Based Data Interchange for Modeling and Simulation
Creating a simulation of a large enterprise system by manually coding all the details into a simulator tool is not just time consuming, but yields a system that is difficult to ma...
Gregory A. Harrison, David S. Maynard, Eytan Polla...