Publications by Susanne Hoche

This is a list of all publications (co-)authored by Susanne Hoche that are contained in the publications database of the Department of Computer Science, University of Bristol. To perform an alternative search of the publications database, please go to the publications database home page.

2009

• Susanne Hoche, David Hardcastle, Peter Flach, Using Time Dependent Link Reduction to Improve the Efficiency of Topic Prediction in Co-Authorship Graphs. Complex Networks: Results of the 1st International Workshop on Complex Networks (CompleNet 2009). May 2009. PDF, 357 Kbytes.

2008

• Susanne Hoche, Peter Flach, David Hardcastle, A Fast Method for Property Prediction in Graph-Structured Data from Positive and Unlabelled Examples. Proceedings of the 18th European Conference on Artificial Intelligence. July 2008. PDF, 139 Kbytes.

2007

• Susanne Hoche, Andreas Nuernberger, Peter Flach, Network Analysis in Natural Sciences and Engineering. AI Communications, 20(4). December 2007. No electronic version available.

2006

• Susanne Hoche, Ingolf Geist, Lourdes Pena Castillo, Nadine Schulz, Databases, Knowledge Discovery, Information Retrieval, and Web Mining. Chapter in CIGR Handbook of Agricultural Engineering Volume VI Information Technology, Axel Murnack (Ed.), pp. 168–184. September 2006. No electronic version available. External information
• Susanne Hoche, Peter Flach, Predicting Topics of Scientific Papers from Co-Authorship Graphs: a Case Study. Proceedings ot the 2006 UK Workshop on Computational Intelligence (UKCI2006), pp. 215–222. September 2006. PDF, 425 Kbytes.
• Susanne Hoche, Jane Memott, Nick Monk, Andreas Nuernberger, Proc. of the Symposium on Network Analysis in Natural Sciences and Engineering, part of Adaptation in Artificial and Biological Systems (AISB'06), 2006.. , pp. 1–111. April 2006. PDF, 3919 Kbytes.
• Tamas Horvath, Susanne Hoche, Stefan Wrobel, Effective rule induction from labeled graphs. Association for Computing Machinery: Proceedings of the ACM Symposium on Applied Computing : SAC 2006, April 23-27, 2006, Dijon, France, pp. 611–616. April 2006. No electronic version available. External information

2005

• Susanne Hoche, Active Relational Rule Learning in a Constrained Confidence-Rated Boosting Framework. Tectum. ISBN 3-8288-8836-4 . June 2005. No electronic version available. External information

2004

• Susanne Hoche, Active Relational Rule Learning in a Constrained Confidence-Rated Boosting Framework. PhD thesis. Rheinische Friedrich-Wilhelms-Universitaet Bonn, Germany. December 2004. PDF, 1250 Kbytes.

2003

• Susanne Hoche, Stefan Wrobel, A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting. Proceedings of the 13th International Conference on Inductive Logic Programming, LNCS 2835. ISBN 3-540-20144-0, pp. 180–196. October 2003. PDF, 231 Kbytes.
• Susanne Hoche, Tamas Horvath, Stefan Wrobel, Effective Rule Induction from Molecular Structures Represented by Labeled Graphs. Proceedings of the 1st International Workshop on Mining Graphs, Trees and Sequences (MGTS-2003), Cavtat-Dubrovnik, Croatia. September 2003. PDF, 112 Kbytes.
• Susanne Hoche, Stefan Wrobel, Towards feature selection for disk-based multirelational learners: a case study with a boosting algorithm.. Proceedings of the 2nd Workshop on Multi-Relational Data Mining (MRDM-2003), Washington, DC, USA, 2003. August 2003. PDF, 163 Kbytes.

2002

• Susanne Hoche, Stefan Wrobel, Scaling Boosting by Margin-based Inclusion of Features and Relations. Proceedings of the 13th European Conference on Machine Learning, LNCS 2430. ISBN 3-540-44036-4, pp. 148–160. August 2002. PDF, 172 Kbytes.
• T. Scheffer, S. Wrobel, B. Popov, D. Ognianov, C. Decomain, Susanne Hoche, Learning Hidden Markov Models for Information Extraction Actively from Partially Labeled Text. . Kuenstliche Intelligenz, Themenheft Textmining, 02. June 2002. PDF, 270 Kbytes.

2001

• Susanne Hoche, Stefan Wrobel, Relational Learning Using Constrained Confidence-Rated Boosting. Proceedings of the Eleventh International Conference on Inductive Logic Programming, LNAI 2157. ISBN 3-540-42538-1, pp. 51–64. September 2001. PDF, 161 Kbytes.
• Susanne Hoche, Possibilistic Belief Revision - Foundations and Implementation. Tectum. ISBN 3-8288-5065-0. March 2001. No electronic version available.