Publications
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Journals | Conferences | Books/Book Chapters | Publications (non-peer-reviewed) | Theses
Journals
| Title: | Support Vector Machines for Dyadic Data | |
| Author(s): | Sepp Hochreiter, Klaus Obermayer | |
| Published: | Neural Computation 2006 18(6):1472-1510 | |
| Software: | PSVM | |
| Download: | Technical Report (PDF) Pre-publication Version (PDF) spheredSVM (PDF) PSVM Complexity (PDF) |
|
| Title: | A new summarization method for affymetrix probe level data | |
| Author(s): | Sepp Hochreiter, Djork-Arné Clevert, Klaus Obermayer | |
| Published: | Bioinformatics 2006 22(8):943-949; doi:10.1093/bioinformatics/btl033 | |
| Supplementary Information: |
PDF (revised July 2007) | |
| Software: | FARMS |
Conferences
| Title: | P-SVM Variable Selection for Discovering Dependencies Between Genetic and Brain Imaging Data | |
| Author(s): | Johannes Mohr, Imke Puls, Jana Wrase, Sepp Hochreiter, Andreas Heinz, Klaus Obermayer | |
| Published: | IJCNN 2006 Conference Proceedings, pp. 5020-5027, 2006. | |
| Download: | ||
| Software: | PSVM |
|
| Title: | Incremental learning of fuzzy basis function networks with a modified version of vector quantization | |
| Author(s): | Edwin Lughofer, Ulrich Bodenhofer | |
| Published: | Proc. 11th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems, volume I, pp. 56–63, Paris, July 2006. ISBN 2-84254-112-X | |
| Download: | PDF |
|
| Title: | Lexicographic composition of fuzzy orderings | |
| Author(s): | Ulrich Bodenhofer | |
| Published: | Proc. 11th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems, volume III, pp. 2430–2437, Paris, July 2006. ISBN 2-84254-112-X | |
| Download: | PDF |
|
| Title: | Syntax-driven analysis of context-free languages with respect to fuzzy relational semantics | |
| Author(s): | Richard Bergmair, Ulrich Bodenhofer | |
| Published: | Proc. 15th IEEE Int. Conf. on Fuzzy Systems, pp. 9647–9654, Vancouver, BC, July 2006. ISBN 0-7803-9489-5; doi:10.1109/FUZZY.2006.1681988 |
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| Title: | Correspondences between fuzzy equivalence relations and kernels: theoretical results and potential applications | |
| Author(s): | Bernhard Moser, Ulrich Bodenhofer | |
| Published: | Proc. 15th IEEE Int. Conf. on Fuzzy Systems, pp. 10217–10223, Vancouver, BC, July 2006. ISBN 0-7803-9489-5; doi:10.1109/FUZZY.2006.1682001 |
Books/Book Chapters
| Title: | Nonlinear Feature Selection with the Potential Support Vector Machine | |
| Author(s): | Sepp Hochreiter, Klaus Obermayer | |
| Published: | Feature extraction, Foundations and Applications, Springer Publishers, pp. 419-438, 2006 | |
| Download: | PDF |
|
| Title: | Aggregation of fuzzy relations and preservation of transitivity | |
| Author(s): | Susanne Saminger, Ulrich Bodenhofer, Erich Peter Klement, Radko Mesiar | |
| Editor(s): | H. C. M. de Swart, E. Orlowska, M. Roubens, G. Schmidt | |
| Published: | Theory and Applications of Relational Structures as Knowledge Instruments II,
volume 4342 of Lecture Notes in Computer Science, pp. 185–206. Springer, 2006. ISBN 3-540-69223-1; doi:DOI ist 10.1007/11964810_9 |
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| Title: | Flexible query answering using distance-based fuzzy relations | |
| Author(s): | Ulrich Bodenhofer, Josef Küng, Susanne Saminger | |
| Editor(s): | H. C. M. de Swart, E. Orlowska, M. Roubens, G. Schmidt | |
| Published: | Theory and Applications of Relational Structures as Knowledge Instruments II,
volume 4342 of Lecture Notes in Computer Science, pp. 207–228. Springer, 2006. ISBN 3-540-69223-1; doi:10.1007/11964810_10 |
|
| Title: | General representation theorems for fuzzy weak orders | |
| Author(s): | Ulrich Bodenhofer, Bernard De Baets, Janos Fodor | |
| Editor(s): | H. C. M. de Swart, E. Orlowska, M. Roubens, G. Schmidt | |
| Published: | Theory and Applications of Relational Structures as Knowledge Instruments II, volume 4342 of Lecture Notes in Computer Science, pp. 229–244. Springer, 2006. ISBN 3-540-69223-1; doi:10.1007/11964810_11 |