2008 |
21 | EE | Sören Sonnenburg,
Alexander Zien,
Petra Philips,
Gunnar Rätsch:
POIMs: positional oligomer importance matrices - understanding support vector machine-based signal detectors.
ISMB 2008: 6-14 |
20 | EE | Cheng Soon Ong,
Alexander Zien:
An Automated Combination of Kernels for Predicting Protein Subcellular Localization.
WABI 2008: 186-197 |
2007 |
19 | EE | Alexander Zien,
Ulf Brefeld,
Tobias Scheffer:
Transductive support vector machines for structured variables.
ICML 2007: 1183-1190 |
18 | EE | Alexander Zien,
Cheng Soon Ong:
Multiclass multiple kernel learning.
ICML 2007: 1191-1198 |
2006 |
17 | EE | Olivier Chapelle,
Mingmin Chi,
Alexander Zien:
A continuation method for semi-supervised SVMs.
ICML 2006: 185-192 |
16 | EE | Sören Sonnenburg,
Alexander Zien,
Gunnar Rätsch:
ARTS: accurate recognition of transcription starts in human.
ISMB (Supplement of Bioinformatics) 2006: 472-480 |
2005 |
15 | EE | Alexander Zien,
Joaquin Quiñonero Candela:
Large margin non-linear embedding.
ICML 2005: 1060-1067 |
2004 |
14 | EE | Gökhan H. Bakir,
Alexander Zien,
Koji Tsuda:
Learning to Find Graph Pre-images.
DAGM-Symposium 2004: 253-261 |
2003 |
13 | EE | Jan Eichhorn,
Andreas S. Tolias,
Alexander Zien,
Malte Kuss,
Carl Edward Rasmussen,
Jason Weston,
Nikos Logothetis,
Bernhard Schölkopf:
Prediction on Spike Data Using Kernel Algorithms.
NIPS 2003 |
12 | EE | Alexander Zien,
Juliane Fluck,
Ralf Zimmer,
Thomas Lengauer:
Microarrays: How Many Do You Need?
Journal of Computational Biology 10(3/4): 653-667 (2003) |
2002 |
11 | | Daniel Hanisch,
Alexander Zien,
Ralf Zimmer,
Thomas Lengauer:
Co-clustering of biological networks and gene expression data.
ISMB 2002: 145-154 |
10 | EE | Alexander Zien,
Juliane Fluck,
Ralf Zimmer,
Thomas Lengauer:
Microarrays: how many do you need?
RECOMB 2002: 321-330 |
9 | | Ingolf Sommer,
Alexander Zien,
Niklas von Öhsen,
Ralf Zimmer,
Thomas Lengauer:
Confidence measures for protein fold recognition.
Bioinformatics 18(6): 802-812 (2002) |
2001 |
8 | | Ingolf Sommer,
Niklas von Öhsen,
Alexander Zien,
Ralf Zimmer,
Thomas Lengauer:
Confidence Measures for Fold Recognition.
German Conference on Bioinformatics 2001: 26-33 |
7 | | Alexander Zien,
Thomas Aigner,
Ralf Zimmer,
Thomas Lengauer:
Centralization: a new method for the normalization of gene expression data.
ISMB (Supplement of Bioinformatics) 2001: 323-331 |
2000 |
6 | | Alexander Zien,
Robert Küffner,
Ralf Zimmer,
Thomas Lengauer:
Analysis of Gene Expression Data with Pathway Scores.
ISMB 2000: 407-417 |
5 | EE | Alexander Zien,
Ralf Zimmer,
Thomas Lengauer:
A simple iterative approach to parameter optimization.
RECOMB 2000: 318-327 |
4 | | Alexander Zien,
Gunnar Rätsch,
Sebastian Mika,
Bernhard Schölkopf,
Thomas Lengauer,
Klaus-Robert Müller:
Engineering support vector machine kernels that recognize translation initiation sites.
Bioinformatics 16(9): 799-807 (2000) |
3 | | Alexander Zien,
Ralf Zimmer,
Thomas Lengauer:
A Simple Iterative Approach to Parameter Optimization.
Journal of Computational Biology 7(3-4): 483-501 (2000) |
1999 |
2 | | Alexander Zien,
Gunnar Rätsch,
Sebastian Mika,
Bernhard Schölkopf,
Christian Lemmen,
Alex J. Smola,
Thomas Lengauer,
Klaus-Robert Müller:
Engineering Support Vector Machine Kerneis That Recognize Translation Initialion Sites.
German Conference on Bioinformatics 1999: 37-43 |
1 | EE | Christian Lemmen,
Alexander Zien,
Ralf Zimmer,
Thomas Lengauer:
Application of Parameter Optimization to Molecular Comparison Problems.
Pacific Symposium on Biocomputing 1999: 482-493 |