Alexander Zien

Publication Activity (10 Years)

Years Active: 1999-2020
Publications (10 Years): 1

Top Topics

Information Seeking

Top Venues

Int. J. Medical Informatics

Publications

Marcel K. P. Kusch, Alexander Zien, Christian Hachenberg, Walter E. Haefeli, Hanna M. Seidling
Information on adverse drug reactions - Proof of principle for a structured database that allows customization of drug information. Int. J. Medical Informatics 133 (2020)
Robert Jenssen, Marius Kloft, Sören Sonnenburg, Alexander Zien, Klaus-Robert Müller
A new scatter-based multi-class support vector machine. MLSP (2011)
Marius Kloft, Ulf Brefeld, Sören Sonnenburg, Alexander Zien
-Norm Multiple Kernel Learning. J. Mach. Learn. Res. 12 (2011)
Vojtech Franc, Alexander Zien, Bernhard Schölkopf
Support Vector Machines as Probabilistic Models. ICML (2011)
Marius Kloft, Ulf Brefeld, Sören Sonnenburg, Alexander Zien
Non-Sparse Regularization and Efficient Training with Multiple Kernels CoRR (2010)
Sören Sonnenburg, Gunnar Rätsch, Sebastian Henschel, Christian Widmer, Jonas Behr, Alexander Zien, Fabio De Bona, Alexander Binder, Christian Gehl, Vojtech Franc
The SHOGUN Machine Learning Toolbox. J. Mach. Learn. Res. 11 (2010)
Alexander Zien, Nicole Krämer, Sören Sonnenburg, Gunnar Rätsch
The Feature Importance Ranking Measure. ECML/PKDD (2) (2009)
Gabriele Beate Schweikert, Jonas Behr, Alexander Zien, Georg Zeller, Cheng Soon Ong, Sören Sonnenburg, Gunnar Rätsch
: a web service for accurate computational gene finding. Nucleic Acids Res. 37 (Web-Server-Issue) (2009)
Marius Kloft, Ulf Brefeld, Sören Sonnenburg, Pavel Laskov, Klaus-Robert Müller, Alexander Zien
Efficient and Accurate Lp-Norm Multiple Kernel Learning. NIPS (2009)
Cheng Soon Ong, Alexander Zien
An Automated Combination of Kernels for Predicting Protein Subcellular Localization. WABI (2008)
Sören Sonnenburg, Alexander Zien, Petra Philips, Gunnar Rätsch
POIMs: positional oligomer importance matrices - understanding support vector machine-based signal detectors. ISMB (2008)
Alexander Zien, Ulf Brefeld, Tobias Scheffer
Transductive support vector machines for structured variables. ICML (2007)
Alexander Zien, Cheng Soon Ong
Multiclass multiple kernel learning. ICML (2007)
Sören Sonnenburg, Alexander Zien, Gunnar Rätsch
ARTS: accurate recognition of transcription starts in human. ISMB (Supplement of Bioinformatics) (2006)
Olivier Chapelle, Mingmin Chi, Alexander Zien
A continuation method for semi-supervised SVMs. ICML (2006)
Olivier Chapelle, Alexander Zien
Semi-Supervised Classification by Low Density Separation. AISTATS (2005)
Alexander Zien, Joaquin Quiñonero Candela
Large margin non-linear embedding. ICML (2005)
Gökhan H. Bakir, Alexander Zien, Koji Tsuda
Learning to Find Graph Pre-images. DAGM-Symposium (2004)
Alexander Zien, Juliane Fluck, Ralf Zimmer, Thomas Lengauer
Microarrays: How Many Do You Need? J. Comput. Biol. 10 (3/4) (2003)
Jan Eichhorn, Andreas S. Tolias, Alexander Zien, Malte Kuss, Carl Edward Rasmussen, Jason Weston, Nikos K. Logothetis, Bernhard Schölkopf
Prediction on Spike Data Using Kernel Algorithms. NIPS (2003)
Ingolf Sommer, Alexander Zien, Niklas von Öhsen, Ralf Zimmer, Thomas Lengauer
Confidence measures for protein fold recognition. Bioinform. 18 (6) (2002)
Daniel Hanisch, Alexander Zien, Ralf Zimmer, Thomas Lengauer
Co-clustering of biological networks and gene expression data. ISMB (2002)
Alexander Zien, Juliane Fluck, Ralf Zimmer, Thomas Lengauer
Microarrays: how many do you need? RECOMB (2002)
Ingolf Sommer, Niklas von Öhsen, Alexander Zien, Ralf Zimmer, Thomas Lengauer
Confidence Measures for Fold Recognition. German Conference on Bioinformatics (2001)
Alexander Zien, Thomas Aigner, Ralf Zimmer, Thomas Lengauer
Centralization: a new method for the normalization of gene expression data. ISMB (Supplement of Bioinformatics) (2001)
Alexander Zien, Ralf Zimmer, Thomas Lengauer
A Simple Iterative Approach to Parameter Optimization. J. Comput. Biol. 7 (3-4) (2000)
Alexander Zien, Gunnar Rätsch, Sebastian Mika, Bernhard Schölkopf, Thomas Lengauer, Klaus-Robert Müller
Engineering support vector machine kernels that recognize translation initiation sites. Bioinform. 16 (9) (2000)
Alexander Zien, Robert Küffner, Ralf Zimmer, Thomas Lengauer
Analysis of Gene Expression Data with Pathway Scores. ISMB (2000)
Alexander Zien, Ralf Zimmer, Thomas Lengauer
A simple iterative approach to parameter optimization. RECOMB (2000)
Christian Lemmen, Alexander Zien, Ralf Zimmer, Thomas Lengauer
Application of Parameter Optimization to Molecular Comparison Problems. Pacific Symposium on Biocomputing (1999)
Alexander Zien, Gunnar Rätsch, Sebastian Mika, Bernhard Schölkopf, Christian Lemmen, Alexander J. Smola, Thomas Lengauer, Klaus-Robert Müller
Engineering Support Vector Machine Kerneis That Recognize Translation Initialion Sites. German Conference on Bioinformatics (1999)