Alexander Zien

33 papers A* 5A 4B 2C 1Misc 1Journal 7Unranked 9

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