Alexander Zien

According to our database, Alexander Zien authored at least 32 papers between 1999 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Information on adverse drug reactions - Proof of principle for a structured database that allows customization of drug information.

Marcel K. P. Kusch, Alexander Zien, Christian Hachenberg, Walter E. Haefeli, Hanna M. Seidling

Int. J. Medical Informatics, 2020

2011

<i>l_p</i>-Norm Multiple Kernel Learning.

Marius Kloft, Ulf Brefeld, Sören Sonnenburg, Alexander Zien

J. Mach. Learn. Res., 2011

A new scatter-based multi-class support vector machine.

Robert Jenssen, Marius Kloft, Sören Sonnenburg, Alexander Zien, Klaus-Robert Müller

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Support Vector Machines as Probabilistic Models.

Vojtech Franc, Alexander Zien, Bernhard Schölkopf

Proceedings of the 28th International Conference on Machine Learning, 2011

2010

The SHOGUN Machine Learning Toolbox.

Sören Sonnenburg, Gunnar Rätsch, Sebastian Henschel, Christian Widmer, Jonas Behr, Alexander Zien, Fabio De Bona, Alexander Binder, Christian Gehl, Vojtech Franc

J. Mach. Learn. Res., 2010

Non-Sparse Regularization and Efficient Training with Multiple Kernels

Marius Kloft, Ulf Brefeld, Sören Sonnenburg, Alexander Zien

CoRR, 2010

2009

<i>mGene.web</i>: a web service for accurate computational gene finding.

Gabriele Beate Schweikert, Jonas Behr, Alexander Zien, Georg Zeller, Cheng Soon Ong, Sören Sonnenburg, Gunnar Rätsch

Nucleic Acids Res., 2009

The Feature Importance Ranking Measure.

Alexander Zien, Nicole Krämer, Sören Sonnenburg, Gunnar Rätsch

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Efficient and Accurate Lp-Norm Multiple Kernel Learning.

Marius Kloft, Ulf Brefeld, Sören Sonnenburg, Pavel Laskov, Klaus-Robert Müller, Alexander Zien

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

2008

An Automated Combination of Kernels for Predicting Protein Subcellular Localization.

Cheng Soon Ong, Alexander Zien

Proceedings of the Algorithms in Bioinformatics, 8th International Workshop, 2008

POIMs: positional oligomer importance matrices - understanding support vector machine-based signal detectors.

Sören Sonnenburg, Alexander Zien, Petra Philips, Gunnar Rätsch

Proceedings of the Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), 2008

2007

Multiclass multiple kernel learning.

Alexander Zien, Cheng Soon Ong

Proceedings of the Machine Learning, 2007

Transductive support vector machines for structured variables.

Alexander Zien, Ulf Brefeld, Tobias Scheffer

Proceedings of the Machine Learning, 2007

2006

ARTS: accurate recognition of transcription starts in human.

Sören Sonnenburg, Alexander Zien, Gunnar Rätsch

Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006

A continuation method for semi-supervised SVMs.

Olivier Chapelle, Mingmin Chi, Alexander Zien

Proceedings of the Machine Learning, 2006

A Discussion of Semi-Supervised Learning and Transduction.

Olivier Chapelle, Bernhard Schölkopf, Alexander Zien

Proceedings of the Semi-Supervised Learning, 2006

Analysis of Benchmarks.

Olivier Chapelle, Bernhard Schölkopf, Alexander Zien

Proceedings of the Semi-Supervised Learning, 2006

Introduction to Semi-Supervised Learning.

Olivier Chapelle, Bernhard Schölkopf, Alexander Zien

Proceedings of the Semi-Supervised Learning, 2006

2005

Large margin non-linear embedding.

Alexander Zien, Joaquin Quiñonero Candela

Proceedings of the Machine Learning, 2005

Semi-Supervised Classification by Low Density Separation.

Olivier Chapelle, Alexander Zien

Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

2004

Learning to Find Graph Pre-images.

Gökhan H. Bakir, Alexander Zien, Koji Tsuda

Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

2003

Prediction on Spike Data Using Kernel Algorithms.

Jan Eichhorn, Andreas S. Tolias, Alexander Zien, Malte Kuss, Carl Edward Rasmussen, Jason Weston, Nikos K. Logothetis, Bernhard Schölkopf

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002

Confidence measures for protein fold recognition.

Ingolf Sommer, Alexander Zien, Niklas von Öhsen, Ralf Zimmer, Thomas Lengauer

Bioinform., 2002

Microarrays: how many do you need?

Alexander Zien, Juliane Fluck, Ralf Zimmer, Thomas Lengauer

Proceedings of the Sixth Annual International Conference on Computational Biology, 2002

Co-clustering of biological networks and gene expression data.

Daniel Hanisch, Alexander Zien, Ralf Zimmer, Thomas Lengauer

Proceedings of the Tenth International Conference on Intelligent Systems for Molecular Biology, 2002

2001

Centralization: a new method for the normalization of gene expression data.

Alexander Zien, Thomas Aigner, Ralf Zimmer, Thomas Lengauer

Proceedings of the Ninth International Conference on Intelligent Systems for Molecular Biology, 2001

Confidence Measures for Fold Recognition.

Ingolf Sommer, Niklas von Öhsen, Alexander Zien, Ralf Zimmer, Thomas Lengauer

Proceedings of the Computer science and biology: Proceedings of the German Conference on Bioinformatics, 2001

2000

Engineering support vector machine kernels that recognize translation initiation sites.

Alexander Zien, Gunnar Rätsch, Sebastian Mika, Bernhard Schölkopf, Thomas Lengauer, Klaus-Robert Müller

Bioinform., 2000

A simple iterative approach to parameter optimization.

Alexander Zien, Ralf Zimmer, Thomas Lengauer

Proceedings of the Fourth Annual International Conference on Computational Molecular Biology, 2000

Analysis of Gene Expression Data with Pathway Scores.

Alexander Zien, Robert Küffner, Ralf Zimmer, Thomas Lengauer

Proceedings of the Eighth International Conference on Intelligent Systems for Molecular Biology, 2000

1999

Application of Parameter Optimization to Molecular Comparison Problems.

Christian Lemmen, Alexander Zien, Ralf Zimmer, Thomas Lengauer

Proceedings of the 4th Pacific Symposium on Biocomputing, 1999

Engineering Support Vector Machine Kerneis That Recognize Translation Initialion Sites.

Alexander Zien, Gunnar Rätsch, Sebastian Mika, Bernhard Schölkopf, Christian Lemmen, Alexander J. Smola, Thomas Lengauer, Klaus-Robert Müller

Proceedings of the German Conference on Bioinformatics, 1999