The following list of publications covers only those, which are or were published due to participation at the Graduiertenkolleg / PhD program.
| 2008 |
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- Cebron, N., Berthold, M., Active learning for object classification: From exploration to exploitation, Journal of Data Mining and Knowledge Discovery, Vol. 18, No. 2, pp. 283-299, 2008. File on Springer's Website
- Cebron, N., Berthold, M., Adaptive prototype-based fuzzy classification, Fuzzy Sets and Systems, Vol. 159, No. 21, pp. 2806-2818, 2008.
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| 2007 |
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- Wiswedel, B., Berthold, M., Fuzzy clustering in parallel universes, International Journal of Approximate Reasoning, Vol. 45, No. 3, pp. 439-454, 2007. abstract
- Berthold, M., Wiswedel, B., Learning in parallel universes, Parallel Universes and Local Patterns, M. R. Berthold, K., Morik, A., Siebes (eds), Dagstuhl Seminar Proceedings, Internationales Begegnungs- und Forschungszentrum für Informatik (IBFI), Schloss Dagstuhl, Germany, No. 7181, 2007. abstract
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| 2006 |
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- Di Fatta, G., Berthold, M., Dynamic load balancing in distributed mining of molecular structures, IEEE Transactions on Parallel and Distributed Systems, Special Issue on High Performance Computational Biology, Vol. 17, No. 8, pp. 773-785, August 2006. abstract
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| 2005 |
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- Berthold, M., Wiswedel, B., Patterson, D., Interactive exploration of fuzzy clusters using neighborgrams, Fuzzy Sets and Systems, Vol. 149, No. 1, pp. 21-37, 2005. abstract
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| 2004 |
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| 2011 |
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- Nagel, U., Thiel, K., Kötter, T., Piątek, D., Berthold, M., Bisociative Discovery of Interesting Relations Between Domains, 5. International Symposium on Intelligent Data Analysis (IDA), Lecture Notes in Computer Science (LNCS), Vol. 7014, pp. 306-317, Portugal, 2011, Springer-Verlag. abstract
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| 2010 |
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- Adä, I., Berthold, M., The new iris data: Modular data generators, International Conference on Knowledge Discovery and Data Mining (ACM SIGKDD), Washington, DC, USA, June 2010, ACM Press. abstract
- Adä, I., Thiel, K., Berthold, M., Distance aware tag clouds, IEEE International Conference on Systems, Man and Cybernetics (SMC), pp. 2316-2322, June 2010, IEEE Press. abstract
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| 2009 |
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- Berthold, M., Brandes, U., Kötter, T., Mader, M., Nagel, U., Thiel, K., Pure spreading activation is pointless, 18. Conference on Information and Knowledge Management (CIKM), pp. 1915-1919, November 2009. abstract
- Gabriel, T., Thiel, K., Berthold, M., Multi-dimensional scaling applied to hierarchical rule systems, International Fuzzy Society Association World Congress, pp. 944-949, 2009.
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| 2007 |
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- Berthold, M., Cebron, N., Dill, F., Gabriel, T., Kötter, T., Meinl, T., Ohl, P., Sieb, C., Thiel, K., Wiswedel, B., Knime: The Konstanz Information Miner, Studies in Classification, Data Analysis, and Knowledge Organization (GfKL), Freiburg, Germany, 2007, Springer-Verlag. abstract
- Berthold, M., Cebron, N., Dill, F., Gabriel, T., Kötter, T., Meinl, T., Ohl, P., Sieb, C., Thiel, K., Wiswedel, B., Open Source Data Pipelining für Interaktive Datenexploration, Aktuelle Trends in der Softwareforschung (do it.software-forschungstag 2007), Mathematical Intelligencer, Fellbach, Germany, 2007, MFG Stiftung Baden-Württemberg. abstract
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| 2006 |
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- Di Fatta, G., Berthold, M., Decentralized load balancing for highly irregular search problems, IEEE Symposium on Computers and Communications (ISCC), pp. 220-226, Pula, Italy, June 2006. abstract
- Berthold, M., Cebron, N., Dill, F., Di Fatta, G., Gabriel, T., Georg, F., Meinl, T., Ohl, P., Sieb, C., Wiswedel, B., Knime: the Konstanz Information Miner, International Workshop on Multi-Agent Systems and Simulation (MAS&S), 4th Annual Industrial Simulation Conference (ISC), pp. 58-61, Palermo, Italy, June 2006. abstract
- Gabriel, T., Thiel, K., Berthold, M., Rule visualization based on multi-dimensional scaling, IEEE International Conference on Fuzzy Systems, pp. 66-71, Vancouver, BC, Canada, 2006.
- Cebron, N., Berthold, M., Adaptive fuzzy clustering, North American Fuzzy Information Processing Society (NAFIPS), pp. 188-193, Montreal, QC, Canada, 2006. abstract
- Cebron, N., Berthold, M., Adaptive active classification of cell assay images, European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Lecture Notes in Computer Science (LNCS), Vol. 4213, pp. 79-90, 2006, Springer-Verlag. abstract
- Cebron, N., Berthold, M., Adaptive Klassifikation von Zellbildern, 16. Workshop on Computational Intelligence, pp. 223 - 234, 2006.
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| 2005 |
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- Di Fatta, G., Berthold, M., Efficient mining of discriminative molecular fragments, 17. IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS), Phoenix, AZ, USA, pp. 619-625, November 2005. abstract
- Di Fatta, G., Berthold, M., High performance subgraph mining in molecular compounds, International Conference on High Performance Computing and Communications (HPCC), pp. 866-877, Sorrento, Italy, September 2005. abstract
- Gabriel, T., Pintilie, A., Berthold, M., Exploring hierarchical rule systems in parallel coordinates, 6. International Symposium on Intelligent Data Analysis (IDA), Lecture Notes in Computer Science (LNCS), Vol. 3646, pp. 97-108, 2005, Springer-Verlag.
- Gabriel, T., Berthold, M., Missing values in fuzzy rule induction, IEEE International Conference on Systems, Man and Cybernetics (SMC), 2005, IEEE Press.
- Wiswedel, B., Berthold, M., Fuzzy clustering in parallel universes, Conference North American Fuzzy Information Processing Society (NAFIPS), (best student paper), pp. 567-572, 2005.
- Cebron, N., Berthold, M., Mining of cell assay images using active semi-supervised clustering, Workshop on Computational Intelligence in Data Mining (ICDM), pp. 63-70, Houston, USA, 2005. abstract
- Wiswedel, B., Berthold, M., Fuzzy clustering in parallel universes with noise detection, IEEE International Conference on Data Mining, Workshop Computational Intelligence in Data Mining (ICDM), pp. 29-37, Houston, TX, USA, 2005.
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| 2004 |
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- Di Fatta, G., Berthold, M., Distributed mining of molecular fragments, IEEE Workshop on Data Mining and the Grid in conjunction with ICDM (DM-Grid), IEEE Press, pp. 1-9, Brighton, UK, November 2004, IEEE Press. abstract
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| 2003... |
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- Gabriel, T., Berthold, M., Constructing hierarchical rule systems, 5. International Symposium on Intelligent Data Analysis (IDA), Lecture Notes in Computer Science (LNCS), Berthold, M., Lenz, H.-J., Bradley, E., Kruse, R., Borgelt, C. (eds.) , pp. 76-87, 2003, Springer-Verlag.
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