Alumnus of the Research Group
Advanced Database Research and Modelling (ADReM)
Department of Mathematics and Computer Science
University of Antwerp (UAntwerp)
You can reach me via any of the following means:
$first.$last@gmail.com
https://ksmets.be
2012 | |
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Identifying and Characterising Anomalies in Data. Ph.D. thesis, Universiteit Antwerpen, 2012. | ,|
Slim: Directly Mining Descriptive Pattern. In: Proceedings of the SIAM International Conference on Data Mining (SDM'12), pp 236-247, SIAM, 2012. | ,
2011 | |
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An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. In: BMC Bioinformatics, 12(1):405, 2011. | ,|
Unraveling tobacco BY-2 protein complexes with BN PAGE/LC-MS/MS and clustering methods. In: Journal of Proteomics, 74(8):1201-17, Elsevier, 2011. | ,|
The Odd One Out: Identifying and Characterising Anomalies. In: Proceedings of the SIAM International Conference on Data Mining (SDM'11), pp 804-815, SIAM, 2011. | ,
2009 | |
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Discovering Novelty in Spatio/Temporal Data Using One-Class Support Vector Machines. In: Proceedings of the IEEE/INNS International Joint Conference on Neural Networks (IJCNN), pp 2956-2963, IEEE CIS, 2009. | ,
2008 | |
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Automatic Vandalism Detection in Wikipedia: Towards a Machine Learning Approach. In: Proceedings of the AAAI Workshop on Wikipedia and Artificial Intelligence: An Evolving Synergy (WikiAI), pp 43-48, AAAI Press, 2008. | ,
2007 | |
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Evaluation of Performance Measures for SVR Hyperparameter Selection. In: Proceedings of the IEEE/INNS International Joint Conference on Neural Networks (IJCNN), pp 637-642, IEEE CIS, 2007. | ,
2006 | |
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Studie van kernel-gebaseerde technieken voor single-class classificatie en feature selectie op basis van optimalisatie van de kernel parameters. M.Sc. thesis, Universiteit Antwerpen, 2006. | ,