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, opens an external URL in a new window
Abstract:	HTML, opens an external URL in a new window
Software:	FARMS, opens an external URL in a new window

Fast Model-based Protein Homology Detection without Alignment _{Bioinformatics}

Author(s):	Sepp Hochreiter, Martin Heusel, Klaus Obermayer
Published:	Bioinformatics 2007 23(14):1728-1736 doi:10.1093/bioinformatics/btm247, opens an external URL in a new window
Abstract:	HTML, opens an external URL in a new window
Software:	LSTM protein, opens an external URL in a new window

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, opens an external URL in a new window

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, opens an external URL in a new window

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, opens an external URL in a new window

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, opens an external URL in a new window

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
Download:	PDF, opens an external URL in a new window

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, opens an external URL in a new window

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

Editor(s):	Sepp Hochreiter, Roland Wagner
Published:	Springer-Verlag, Berlin Heidelberg, 2007, Lecture Notes in Computer Science, Vol. 4414, opens an external URL in a new window, Sublibrary: Lecture Notes in Bioinformatics. [ISBN: 978-3-540-71232-9]

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
Download:	EUSFLAT 2007 Proceedings, opens an external URL in a new window

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, opens an external URL in a new window
Software:	FARMS, opens an external URL in a new window

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, opens an external URL in a new window
Software:	FARMS, opens an external URL in a new window

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, opens an external URL in a new window)
Abstract:	PDF, opens an external URL in a new window
Software:	LSTM protein, opens an external URL in a new window