2010 TheNewIrisDataModularDataGenera

• (Adä et al., 2010) ⇒ Iris Adä, and Michael R. Berthold. (2010). “The New Iris Data: Modular Data Generators.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835858

Subject Headings: Synthetic Data Generation.

Cited By

• http://scholar.google.com/scholar?q=%22The+new+iris+data%3A+modular+data+generators%22+2010
• http://portal.acm.org/citation.cfm?id=1835858&preflayout=flat#citedby

Quotes

Author Keywords

data generation, pipeline tool, artificial data

Abstract

In this paper we introduce a modular, highly flexible, open-source environment for data generation. Using an existing graphical data flow tool, the user can combine various types of modules for numeric and categorical data generators. Additional functionality is added via the data processing framework in which the generator modules are embedded. The resulting data flows can be used to document, deploy, and reuse the resulting data generators. We describe the overall environment and individual modules and demonstrate how they can be used for the generation of a sample, complex customer/product database with corresponding shopping basket data, including various artifacts and outliers.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2010 TheNewIrisDataModularDataGenera	Iris Adä Michael R. Berthold			The New Iris Data: Modular Data Generators		KDD-2010 Proceedings	http://www.inf.uni-konstanz.de/bioml2/publications/Papers2010/AdBe10 KDD2010.pdf	10.1145/1835804.1835858		2010