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: PDF
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. 5663, 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. 24302437, 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. 96479654, Vancouver, BC, July 2006. ISBN 0-7803-9489-5; doi:10.1109/FUZZY.2006.1681988
 
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. 1021710223, 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. 185206. Springer, 2006. ISBN 3-540-69223-1; doi:DOI ist 10.1007/11964810_9
 
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. 207228. 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. 229244. Springer, 2006. ISBN 3-540-69223-1; doi:10.1007/11964810_11



Publications (non-peer-reviewed)



Theses