Support Vector Machines for Dyadic Data _{Neural Computation}

Author(s):	Sepp Hochreiter, Klaus Obermayer
Published:	Neural Computation 2006 18(6):1472-1510, opens an external URL in a new window
Software:	PSVM, opens an external URL in a new window
Download:	Technical Report (PDF), opens an external URL in a new window Pre-publication Version (PDF), opens an external URL in a new window spheredSVM (PDF), opens an external URL in a new window PSVM Complexity (PDF), opens an external URL in a new window

A new summarization method for affymetrix probe level data _{Bioinformatics}

Author(s):	Sepp Hochreiter, Djork-Arné Clevert, Klaus Obermayer
Published:	Bioinformatics 2006 22(8):943-949; doi:10.1093/bioinformatics/btl033, opens an external URL in a new window
Supplementary Information:	PDF, opens an external URL in a new window (revised July 2007)
Software:	FARMS, opens an external URL in a new window

P-SVM Variable Selection for Discovering Dependencies Between Genetic and Brain Imaging Data IJCNN

Author(s):	Johannes Mohr, Imke Puls, Jana Wrase, Sepp Hochreiter, Andreas Heinz, Klaus Obermayer
Published:	IJCNN 2006 Conference Proceedings, pp. 5020-5027, 2006.
Download:	PDF, opens an external URL in a new window
Software:	PSVM, opens an external URL in a new window

Incremental learning of fuzzy basis function networks with a modified version of vector quantization _IPMU

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, opens an external URL in a new window

Lexicographic composition of fuzzy orderings _IDMU

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, opens an external URL in a new window

Syntax-driven analysis of context-free languages with respect to fuzzy relational semantics _{IEEE Int. Conf.} 

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, opens an external URL in a new window

Correspondences between fuzzy equivalence relations and kernels: theoretical results and potential applications _{IEEE Int. Conf.}

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, opens an external URL in a new window

Nonlinear Feature Selection with the Potential Support Vector Machine _{Feature extraction, Foundations and Applications}

Author(s):	Sepp Hochreiter, Klaus Obermayer
Published:	Feature extraction, Foundations and Applications, Springer Publishers, pp. 419-438, 2006
Download:	PDF, opens an external URL in a new window

Aggregation of fuzzy relations and preservation of transitivity _{Theory and Applications of Relational Structures as Knowledge Instruments II}

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, opens an external URL in a new window

Flexible query answering using distance-based fuzzy relations _{Theory and Applications of Relational Structures as Knowledge Instruments II}

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, opens an external URL in a new window

General representation theorems for fuzzy weak orders _{Theory and Applications of Relational Structures as Knowledge Instruments II}

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, opens an external URL in a new window