Publication

Developing data mining applications

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.
Type
Conference Contribution
Type of thesis
Series
Citation
Holmes, G. (2012). Developing data mining applications. In Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining (pp. 225-225). New York, USA: ACM.
Date
2013
Publisher
ACM
Degree
Supervisors
Rights