Friedrich Leisch
University of Natural Resources and Life Sciences, Vienna
230 Papers
917 Citations
Friedrich Leisch is an academic researcher from University of Natural Resources and Life Sciences, Vienna. The author has contributed to research in topics: Market segmentation & Computer science. The author has an hindex of 49, co-authored 219 publications. Previous affiliations of Friedrich Leisch include Vienna University of Technology & University of Erlangen-Nuremberg.
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Papers
Bioconductor: open software development for computational biology and bioinformatics
Robert Gentleman,Vincent J. Carey,Douglas M. Bates,Benjamin M. Bolstad,Marcel Dettling,Sandrine Dudoit,Byron Ellis,Laurent Gautier,Yongchao Ge,Jeff Gentry,Kurt Hornik,Torsten Hothorn,Wolfgang Huber,Stefano Maria Iacus,Rafael A. Irizarry,Friedrich Leisch,Cheng Li,Martin Maechler,A. J. Rossini,Günther Sawitzki,Colin A. Smith,Gordon K. Smyth,Luke Tierney,Jean Yang,Jianhua Zhang +24 more
TL;DR: Details of the aims and methods of Bioconductor, the collaborative creation of extensible software for computational biology and bioinformatics, and current challenges are described.
strucchange. An R package for testing for structural change in linear regression models.
TL;DR: An R package called strucchange makes powerful tools available to display information about structural changes in regression relationships and to assess their significance and it is described how incoming data can be monitored.
The support vector machine under test
TL;DR: A popular SVM implementation is compared to 16 classification methods and 9 regression methods accessible through the software R by the means of standard performance measures and bias-variance decompositions which showed mostly good performances both on classification and regression tasks, but other methods proved to be very competitive.
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Bioconductor: Open Software Development for Computational Biology and Bioinformatics
Kurt Hornik,Robert Gentleman,Vincent J. Carey,Douglas M. Bates,Ben Bolstad,Marcel Dettling,Sandrine Dudoit,Byron Ellis,Laurent Gautier,Yongchao Ge,Jeff Gentry,Torsten Hothorn,Wolfgang Huber,Stefano Maria Iacus,Rafael A. Irizarry,Friedrich Leisch,Cheng Li,Martin Maechler,A. J. Rossini,Günther Sawitzki,Colin A. Smith,Gordon K. Smyth,Luke Tierney,Jean Y.H. Yang,Jean Y.H. Yang,Jianhua Zhang +25 more
TL;DR: The Bioconductor project as discussed by the authors is an initiative for the collaborative creation of extensible software for computational biology and bioinformatics, which aims to foster collaborative development and widespread use of innovative software, reduce barriers to entry into interdisciplinary scientific research, and promote the achievement of remote reproducibility of research results.
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