This webpage is outdated

I have copied this page to my personal web site just to keep the links to published papers alive. The papers listed below were written while I was part of the Knowledge Mangement Group at HU Berlin.

Teaching

Seminar applied computer science II (Summer 05)
Seminar Text Mining and Applications (Winter 04)
Seminar KDD Cup 2004 (Summer 04)

Publications

Isabel Drost. Thwarting the nigritude ultramarine: learning to identify link spam. Google Tech Talk, 2005.
Isabel Drost. Developing Intelligent Search Engines (invited talk) 22C3, 2005. [pdf]
Isabel Drost and Tobias Scheffer. Thwarting the nigritude ultramarine: learning to identify link spam. ECML 2005. [pdf]
Isabel Drost, Steffen Bickel, and Tobias Scheffer. Discovering Communities in Linked Data by Multi-View Clustering. Proceedings of the Conference of the German Classification Society, 2005. [pdf]
Isabel Drost. Clustering of Linked Data. IWKM, Informatiktag 2004.
Isabel Drost, Tobias Scheffer. Efficiency and Stability of Clustering Algorithms for Linked Data. Lernen, Wissensentdeckung und Adaptivität 2004. [pdf]

Miscellaneous

2006 - (Co-)Reviewer ECML/PKDD-06, Information Retrieval, special issue on Adversarial Information Retrieval, NIPS-06

2005 - (Co-)Reviewer ECML/PKDD-05, ICML-05, DS-2005, IEEE Transactions on Knowledge and Data Engineering

2004 - Co-Organizer, Workshops on Learning, Knowledge Discovery, and Adaptivity (LWA-04). (Co-)-Reviewer, International Conference on Machine Learning (ICML-04), European Conference on Machine Learning (ECML-04), International Conference on Machine Learning and Applications (ICMLA-04), International Conference on Discovery Science (DS-2004),

Interests

Linkanalysis, Machine Learning, Web Search, Ranking, Weblogs