PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

PASCAL Network

Full NameAlexander Zien
TitleResearch Scientist
SiteMax Planck Institut für Biologische Kybernetik
StatusResearcher
Tel
Fax
WWWhttp://www.fml.tuebingen.mpg.de/~zien

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Publications

Number of records: 19.

POIMs: Positional Oligomer Importance Matrices - Understanding Support Vector Machine Based Signal Detectors Alexander Zien, Sören Sonnenburg, Petra Philips and Gunnar Rätsch Article Item not available online. (2008)
A Continuation Method for Semi-Supervised SVMs Olivier Chapelle, Mingmin Chi and Alexander Zien Conference or Workshop Item (2006)
A Multi-Class Support Vector Machine Based on Scatter Criteria Robert Jenssen, Marius Kloft, Alexander Zien, Sören Sonnenburg and Klaus-Robert Müller Other Item not available online. (01 July 2009)
An Automated Combination of Kernels for Predicting Protein Subcellular Localization Alexander Zien and Cheng Soon Ong Conference or Workshop Item Item not available online. (07 December 2007)
ARTS: Accurate Recognition of Transcription Starts in Human Sören Sonnenburg, Alexander Zien and Gunnar Raetsch Article (2006)
Computing Positional Oligomer Importance Matrices (POIMs) Alexander Zien, Petra Philips and Sören Sonnenburg Monograph (December 2007)
Entropy Regularization Yves Grandvalet and Yoshua Bengio Book Section Item not available online. (2005)
Graph Kernels by Spectral Transforms Xiaojin Zhu, Jaz Kandola, John Lafferty and Zoubin Ghahramani Book Section (2005)
Large Margin Non-Linear Embedding Alexander Zien and Joaquin Quinonero Candela Conference or Workshop Item (01 June 2005)
Multiclass Multiple Kernel Learning Alexander Zien and Cheng Soon Ong Conference or Workshop Item (June 2007)
Positional Oligomer Importance Matrices Alexander Zien, Sören Sonnenburg, Petra Philips and Gunnar Raetsch Conference or Workshop Item Item not available online. (08 December 2007)
Semi-Supervised Classification by Low Density Separation Olivier Chapelle and Alexander Zien Conference or Workshop Item (September 2004)
Semi-Supervised Learning Book Item not available online. (September 2006)
Semi-Supervised Support Vector Machines and Application to Spam Filtering Alexander Zien Conference or Workshop Item (22 September 2006)
The Feature Importance Ranking Measure Alexander Zien, Nicole Krämer, Sören Sonnenburg and Gunnar Raetsch Conference or Workshop Item (2009)
The Feature Importance Ranking Measure Alexander Zien, Nicole Krämer, Sören Sonnenburg and Gunnar Rätsch Conference or Workshop Item Item not available online. (2009)
Towards the Inference of Graphs on Ordered Vertices Alexander Zien, Gunnar Raetsch and Cheng Soon Ong Other (07 August 2006)
Training and Approximation of a Primal Multiclass Support Vector Machine Alexander Zien, Fabio De Bona and Cheng Soon Ong Conference or Workshop Item (June 2007)
Transductive Support Vector Machines for Structured Variables Alexander Zien, Ulf Brefeld and Tobias Scheffer Conference or Workshop Item (June 2007)

This list was generated on Thu Mar 11 20:33:27 GMT 2010.