schließen

Publikationen 2007

Zeitschriften

I/NI-calls for the exclusion of non-informative genes: a highly effective feature filtering tool for microarray data Bioinformatics

Author(s): Willem Talloen, Djork-Arné Clevert, Sepp Hochreiter, Dhammika Amaratunga, Luc Bijnens, Stefan Kass, Hinrich W.H. Göhlmann
Published: Bioinformatics 2007, 23(21): 2897-2902
doi:10.1093/bioinformatics/btm478
Abstract: HTML
Software: FARMS

Fast Model-based Protein Homology Detection without Alignment Bioinformatics

A compendium of fuzzy weak orders: representations and constructions Fuzzy Sets and Systems

Author(s): Ulrich Bodenhofer, Bernard De Baets, Janos Fodor
Published: Fuzzy Sets and Systems, 158(8):811–829, 2007
doi:10.1016/j.fss.2006.10.005

Special Issue on Soft Computing for Information Mining

Editor(s): Ulrich Bodenhofer, Eyke Hüllermeier, Frank Klawonn, Rudolf Kruse
Published: Soft Computing, 11(5):397–494, 2007
doi:10.1007/s00500-006-0105-3

Konferenzen

Optimality of LSTD and its Relation to MC IJCNN

Author(s): Steffen Grünewälder, Sepp Hochreiter, Klaus Obermayer
Published: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, Orlando, Florida, August 2007, pp. 338-343
Download: PDF

A plea for the usefulness of the deductive interpretation of fuzzy rules in engineering applications IEEE Int. Conf.

Author(s): Ulrich Bodenhofer, Martina Dankova, Martin Stepnicka, Vilem Novak
Published: Proc. 16th IEEE Int. Conf. on Fuzzy Systems, pp. 1567–1572, London, July 2007. ISBN 1-4244-1210-2; doi:10.1109/FUZZY.2007.4295600

Valverde-style representation results in a graded framework EUSFLAT

Author(s): Libor Behounek, Ulrich Bodenhofer, Petr Cintula
Published: Proc. 5th Conf. of the European Society for Fuzzy Logic and Technology, volume I, pp. 153–160, Ostrava, September 2007. ISBN 978-80-7368-386-3
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Towards robust rank correlation measures for numerical observations on the basis of fuzzy orderings EUSFLAT

Author(s): Ulrich Bodenhofer, Frank Klawonn
Published: Proc. 5th Conf. of the European Society for Fuzzy Logic and Technology, volume I, pp. 321–327, Ostrava, September 2007. ISBN 978-80-7368-386-3
Download: PDF

Bücher/Buch Kapitel

Monaural Speech Separation by Support Vector Machines: Bridging the Divide Between Unsupervised and Supervised Learning Methods

Author(s): Sepp Hochreiter, Michael C. Mozer
Editor(s): Shoji Makino, Te-Won Lee, Hiroshi Sawada
Published: Blind Speech Separation, Springer, September 2007, pp. 405-421, [ISBN 978-1-4020-6478-4]

Bioinformatics Research and Development
First International Conference, BIRD 2007, Berlin, Germany, March 2007
Proceedings

BIRD’07 - 1st International Conference on Bioinformatics Research and Development
Berlin, Germany, March 12-14, 2007

Editor(s): Sepp Hochreiter, Josef Küng, Jürgen Palkoska, Roland Wagner
Published: Schriftenreihe books@ocg.at, Band 217, OCG, Österreichische Computergesellschaft, Wien, 2007. [ISBN: 978-3-85403-217-5]

New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference

Editor(s): Martin Stepnicka, Vilem Novak, Ulrich Bodenhofer
Published: University of Ostrava, 2007. [Vol. I: ISBN 978-80-7368-386-3], 480 pages. [Vol. II: ISBN 978-80-7368-387-0], 488 pages
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Vol. 1

Vol. 2

Publikationen (non-peer-reviewed)

FARMS: a probabilistic latent variable model for summarizing Affymetrix array data at probe level ISMB/ECCB

Author(s): Djork-Arné Clevert, Sepp Hochreiter
Published: Poster at 15th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), Vienna, Austria, July 21-25 2007
Abstract: PDF
Software: FARMS

I/NI-calls: a novel unsupervised feature selection criterion ISMB/ECCB

Author(s): Djork-Arné Clevert, Willem Talloen, Hinrich W.H. Göhlmann, Sepp Hochreiter
Published: Poster at 15th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), Vienna, Austria, July 21-25 2007
Abstract: PDF
Software: FARMS

Fast and Precise Remote Homology Detection ISMB/ECCB

Author(s): Martin Heusel, Sepp Hochreiter
Published: Poster at 15th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), Vienna, Austria, July 21-25 2007 (Outstanding Poster Award)
Abstract: PDF
Software: LSTM protein