Publications

Articles

  1. T. Kötter, M.R. Berthold: Concept Detection, In Proceedings of the 8th conference on Computing and Philosophy, Munich, 2010.

  2. I. Petrič, B. Cestnik, N. Lavrač, and T. Urbaničič: The role of outlier PubMed documents in cross-context knowledge discovery, Workshop on Advances in Bio Text Mining, Ghent, 2010.

  3. B. Sluban and N. Lavrač: Supporting the search for cross-context links by outlier detection methods, Workshop on Advances in Bio Text Mining, Ghent, 2010.

  4. N. Lavrač, P.K. Novak, I. Mozetič, V. Podpecan, H. Motaln, M. Petek, and K. Gruden: Semantic Subgroup Discovery: Using Ontologies in Microarray Data Analysis, Proc. 31st Annual Intl. Conf. of the IEEE EMBS (EMBC-09), Minneapolis, pp. 5613-5616, 2009.

  5. M. Segond and C. Borgelt: Selecting the Links in BisoNets Generated from Document Collections, Advances in Intelligent Data Analysis IX, vol. 6065/2010, pp. 196-207, 2010.

  6. F. Zhou and H. Toivonen: Review of Network Abstraction Techniques, Workshop on Explorative Analytics of Information Networks at ECML PKDD, Bled, pp. 50-63, 2009.

  7. M.R. Berthold, U. Brandes, T. Kötter, M. Mader, U. Nagel, and K. Thiel: Pure spreading activation is pointless, Conference on Information and Knowledge Management, 2009.

  8. A. Kimmig: On the relations between probabilistic logic programming and weighted logic programs, PRism, pp. 1-5, 2010.

  9. B. Bringmann, M. Berlingerio, F. Bonchi, and A. Gionis: Learning and predicting the evolution of social networks, IEEE Intelligent Systems, vol. 99, 2010.

  10. S. Haun, M. Nitsche, and A. Nürnberger: Interactive Visualization of Continuous Node Features in Graphs, Proceedings of Workshop on Explorative Analytics of Information Networks at ECML PKDD, 2009.

  11. M. Juršič, I. Mozetič, M. Grčar, B. Cestnik, and N. Lavrač: Identification of concepts bridging diverse biomedical domains, Workshop on Advances in Bio Text Mining, Ghent: 2010.

  12. T. Martin, Z. Siyao, and A. Majidian: Fuzzy Taxonomies for Creative Knowledge Discovery, Proc. Uncertain reasoning in the Semantic Web (URSW 2009), International Semantic Web Conference, Chantilly: pp. 81-84, 2009.

  13. M. Segond and C. Borgelt: Frequent Bisociative Term Set Mining in Textual Data, Advances in Intelligent Data Analysis IX, vol. 6065, pp. 196-207, 2010.

  14. M. Kasari, H. Toivonen, and P. Hintsanen: Fast Discovery of Reliable k-terminal Subgraphs, Advances in Knowledge Discovery and Data Mining, vol. 6119, pp. 168-177, 2010.

  15. T. Kötter, K. Thiel, and M.R. Berthold: Domain Bridging Associations Support Creativity, Proc. First Intl. Conf. on Computational Creativity (ICCC-10), pp. 200-204, Lisbon, 2010.

  16. N. Lavrač, B. Sluban, M. Juršič, I. Petrič, and I. Mozetič: Cross-domain literature mining: Finding bridging concepts through outlier document detection, COLING, Beijing: 2010, p. submitted.

  17. U. Brandes, M.J. Lubbers, C. McCarthy, and U. Nagel: Classifying Personal Networks using Latent Roles, Proceedings of the 6th Conference on Applications of Social Network Analysis, Zürich, 2009.

  18. P.K. Novak, H. Motaln, M. Petek, K. Gruden, H. Toivonen, and K. Kulovesi: Bisociative Knowledge Discovery for Microarray Data Analysis, Proc. First Intl. Conf. on Computational Creativity (ICCC-10), Lisbon: 2010.

  19. A. Dries and S. Nijssen: Analyzing Graph Databases by Aggregate Queries, Eight International Workshop on Mining and Learning with Graphs (MLG), Washington DC, 2010.

  20. A. Dries, S. Nijssen, and L.D. Raedt: A query language for analyzing networks, In Proceedings of the conference on Information and Knowledge Management, 2009.

  21. H. Toivonen, S. Mahler, and F. Zhou: A Framework for Path-Oriented Network Simplification, In Proceedings of the Ninth International Symposium on Intelligent Data Analysis, Arizona, 2010.

  22. M.R. Berthold, F.Dill, T. Kötter and K. Thiel: Supporting Creativity: Towards Associative Discovery of New Insights, In Proceedings
    of PAKDD2008 (The Pacific-Asia Conference on Knowledge Discovery and Data Mining), 2008.

    BertholdPAKDD2008.pdf

Others

  1. S. Haun, S. Schulze, and A. Nürnberger, Towards an update-enabled Mediator System using Semantic Web technology, Internal Report, 2010.

  2. Puni: some steps around the hortus, pp. 1-3, Internal Report, 2010.

  3. L. Langohr and H. Toivonen: Retrieval of Relevant and Non-redundant Nodes in Weighted Graphs, Internal Report, 2010.

  4. M. Segond and C. Borgelt: Mining Jaccard Item Sets, Internal Report, 2010.

  5. A. Kimmig and F. Costa: Link and Node Prediction in Metabolic Networks with Probabilistic Logic, Internal Report, 2007.

  6. P. Hintsanen, H. Toivonen, and P. Sevon: Fast Discovery of Reliable Subnetworks, Internal Report, 2010.

  7. M. Juršič, I. Mozetič, M. Grčar, and N. Lavrač: Bisociative Knowledge Discovery via B-term Identification, Tech. Report, 2010.

  8. O. Schmidt, W. Dubitzky, P. Thompson, and D. Berrar: Bisociation Networks for Creative Information Discovery, Technical Report, 2010.