Arno Siebes

Educational Activities

Computationele Biologie 2006
Advanced Database Systems 2006

Selected Refereed Publications

2011
Vreeken, J., van Leeuwen, M. & Siebes, A. Krimp: Mining Itemsets that Compress. In: Data Mining and Knowledge Discovery, vol.23(1), Springer, 2011.
2009
van Leeuwen, M., Bonchi, F., Sigurbjörnsson, B. & Siebes, A. Compressing Tags to Find Interesting Media Groups. In: Proceedings of the ACM Conference on Information and Knowledge Management (CIKM'09), pp 1147-1156, 2009.
van Leeuwen, M., Vreeken, J. & Siebes, A. Identifying the Components. In: Data Mining and Knowledge Discovery, special issue ECMLPKDD'09, vol.19(2), pp 176-193, Springer, 2009.
Koopman, A. & Siebes, A. Characteristic Relational Patterns. In: Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining 2009 (KDD'09), pp 437-446, 2009.
Heikinheimo, H., Vreeken, J., Siebes, A. & Mannila, H. Low-Entropy Set Selection. In: Proceedings of the SIAM International Conference on Data Mining (SDM'09), pp 569-579, 2009.
2008
van Leeuwen, M. & Siebes, A. StreamKrimp: Detecting Change in Data Streams. In: Proceedings of the European Conference on Machine Learning and Principles and Practices of Knowledge Discovery in Data 2008 Part II (ECML PKDD'08), pp 765-774, 2008.
Vreeken, J. & Siebes, A. Filling in the Blanks - Krimp Minimisation for Missing Data. In: Proceedings of the 8th IEEE International Conference on Data Mining (ICDM'08), pp 1067-1072, 2008.
Koopman, A. & Siebes, A. Discovering Relational Item Sets Efficiently. In: Proceedings of the SIAM Conference on Data Mining 2008 (SDM'08), 2008.
2007
Vreeken, J., van Leeuwen, M. & Siebes, A. Preserving Privacy through Data Generation. In: Proceedings of the IEEE Conference on Data Mining 2007 (ICDM'07), pp 685-690, 2007.
de Jong, E.D., Franke, L. & Siebes, A. On the Measurement of Genetic Interactions. In: Proceedings of the 3rd international symposium on Computational Life Science (CompLife'07), 2007.
Siebes, A., van Leeuwen, M. & Vreeken, J. MDL for Pattern Mining. In: Proceedings of the international conference on Statistics for Data Mining, Learning and Knowledge Extraction Models (IASC'07), 2007.
Vreeken, J., van Leeuwen, M. & Siebes, A. Characterising the Difference. In: Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining 2007 (KDD'07), pp 765-774, 2007.
2006
Bathoorn, R., Koopman, A. & Siebes, A. Reducing the Frequent Pattern Set. In: Proceedings of the IEEE International Conference on Data Mining 2006, Workshops (ICDM-Workshops'06), pp 55-59, 2006.
van Leeuwen, M., Vreeken, J. & Siebes, A. Compression Picks the Item Sets that Matter. In: Proceedings of the European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'06), pp 585-592, 2006.
Siebes, A., Vreeken, J. & van Leeuwen, M. Item Sets That Compress. In: Proceedings of the SIAM Conference on Data Mining 2006 (SDM'06), pp 393-404, 2006.
Malik, R., Franke, L.H. & Siebes, A. Combination of text-mining algorithms increases the performance. In: Bioinformatics, vol.22(17), pp 2151-2157, 2006.
de Jong, E.D., Franke, L. & Siebes, A. A comparison of gene interaction measures. In: Proceedings of the International Conference on Research in Computational Molecular Biology (RECOMB'06), 2006.
de Jong, E.D. & Siebes, A. Evaluation of a Gene Network Extraction Method on Synthetic Data. In: Proceedings of the International Symposium on Networks in Biology (ISNB'06), 2006.

Selected Unrefereed Publications

2008
Vreeken, J. & Siebes, A. Krimp Minimisation for Missing Data Estimation, Technical Report UU-CS-2008-034, Universiteit Utrecht, 2008.
2007
Vreeken, J., van Leeuwen, M. & Siebes, A. Privacy Preservation through Data Generation, Technical Report UU-CS-2007-020, Universiteit Utrecht, 2007.
2006
van Leeuwen, M., Vreeken, J. & Siebes, A. Compression Picks the Significant Item Sets, Technical Report UU-CS-2006-050, Universiteit Utrecht, 2006.
Bathoorn, R., Koopman, A. & Siebes, A. Frequent Patterns that Compress, Technical Report UU-CS-2006-048, Universiteit Utrecht, 2006.