2012 DevelopingDataMiningApplication

• (Holmes, 2012) ⇒ Geoff Holmes. (2012). “Developing Data Mining Applications.” In: Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2012). ISBN:978-1-4503-1462-6 doi:10.1145/2339530.2339569

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• http://dl.acm.org/citation.cfm?id=2339530.2339569&preflayout=flat#citedby

Quotes

Author Keywords

• Data mining; data mining application; environmental science

Abstract

In this talk I will review several real-world applications developed at the University of Waikato over the past 15 years. These include the use of near infrared spectroscopy coupled with data mining as an alternate laboratory technique for predicting compound concentrations in soil and plant samples, and the analysis of gas chromatography mass spectrometry (GCMS) data, a technique used to determine in environmental applications, for example, the petroleum content in soil and water samples. I will then briefly discuss how experience with these applications has led to the development of an open-source framework for application development.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2012 DevelopingDataMiningApplication	Geoff Holmes			Developing Data Mining Applications				10.1145/2339530.2339569		2012