Publications

2015

Big Data with ADAMS

P. Reutemann and G. Holmes (2015). Big Data with ADAMS. Proceedings of the 4th International Workshop on Big Data, Streams and Heterogenous Source Mining: Algorithms, Systems, Programming Models and Applications. Editors: Wei Fan, Albert Bifet, Quiang Yang, Philip S. Yu. Vol. 41:5-8. [pdf] [slides]

2014

Scientific workflow management with ADAMS: building and data mining a database of crop protection and related data

Reutemann PM, Holmes G 2014. Scientific workflow management with ADAMS: building and data mining a database of crop protection and related data. In: Beresford RM, Froud KJ, Kean JM, Worner SP ed. The plant protection data tool box. New Zealand Plant Protection Society. pp 167-174. [pdf]

2012

Scientific Workflow Management with ADAMS

Reutemann, Peter and Vanschoren, Joaquin (2012). Scientific Workflow Management with ADAMS. Proceedings of the Machine Learning and Knowledge Discovery in Databases (ECML-PKDD), Part II, LNCS 7524, pp. 833–837. [doi]

An application of data mining to fruit and vegetable sample identification using Gas Chromatography-Mass Spectrometry

Geoffrey Holmes, Dale Fletcher, and Peter Reutemann (2012). An application of data mining to fruit and vegetable sample identification using Gas Chromatography-Mass Spectrometry. Proceedings of the International Congress on Environmental Modelling and Software (IEMSS), Leizpig, Germany, 2012. [pdf]

2010

Predicting Polycyclic Aromatic Hydrocarbon Concentrations in Soil and Water Samples

Geoffrey Holmes, Dale Fletcher, and Peter Reutemann (2010). Predicting Polycyclic Aromatic Hydrocarbon Concentrations in Soil and Water Samples. Proceedings of the International Congress on Environmental Modelling and Software (IEMSS), Ottawa, Canada, 2010. [pdf]

InfraWatch: Data Management of Large Systems for Monitoring Infrastructural Performance

Knobbe, A., Blockeel, H., Koopman, A., Calders, T., Obladen, B., Bosma, C., Galenkamp, H., Koenders, E., and Kok, J.: InfraWatch: Data Management of Large Systems for Monitoring Infrastructural Performance. IDA Proceedings (2010). [pdf]

2009

Analysing chromatographic data using data mining to monitor petroleum content in water

Geoffrey Holmes, Dale Fletcher, Peter Reutemann, and Eibe Frank (2009). Analysing chromatographic data using data mining to monitor petroleum content in water. Proceedings of the 4th International ICSC Symposium, Thessaloniki, Greece, 2009, 278-290. [pdf]