PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Alexander Zien

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Number of EPrints submitted by this user: 12

Large Margin Non-Linear Embedding
Alexander Zien and Joaquin Quinonero Candela
In: ICML 2005, 7-11 Aug 2005, Bonn, Germany.

Semi-Supervised Learning
Olivier Chapelle, Bernhard Schölkopf and Alexander Zien, ed. (2006) Adaptive Computation and Machine Learning . MIT Press , Cambridge, MA, USA . ISBN 9780262033589

Training and Approximation of a Primal Multiclass Support Vector Machine
Alexander Zien, Fabio De Bona and Cheng Soon Ong
In: 12th International Conference on Applied Stochastic Models and Data Analysis (ASMDA 2007), Krete, Greece(2007).

Transductive Support Vector Machines for Structured Variables
Alexander Zien, Ulf Brefeld and Tobias Scheffer
In: 24th International Conference on Machine Learning (ICML 2007), 20-24 June 2007, Corvallis, OR, USA.

Multiclass Multiple Kernel Learning
Alexander Zien and Cheng Soon Ong
In: 24th International Conference on Machine Learning (ICML 2007), 20-24 June 2007, Corvallis, OR, USA.

Semi-Supervised Support Vector Machines and Application to Spam Filtering
Alexander Zien
In: ECML 2006 Discovery Challenge, 22 September 2006, Berlin, Germany.

Towards the Inference of Graphs on Ordered Vertices
Alexander Zien, Gunnar Raetsch and Cheng Soon Ong
(2006) Max Planck Institute for Biological Cybernetics, Tübingen, Germany.

An Automated Combination of Kernels for Predicting Protein Subcellular Localization
Alexander Zien and Cheng Soon Ong
In: NIPS workshop on Machine Learning in Computational Biology, 7-8 Dec 2007, Whistler, BC, Canada.

Positional Oligomer Importance Matrices
Alexander Zien, Sören Sonnenburg, Petra Philips and Gunnar Raetsch
In: NIPS workshop on Machine Learning in Computational Biology, 7-8 Dec 2007, Whistler, BC, Canada.

POIMs: Positional Oligomer Importance Matrices - Understanding Support Vector Machine Based Signal Detectors
Alexander Zien, Sören Sonnenburg, Petra Philips and Gunnar Rätsch
Bioinformatics Volume 24, Number 13, i6, 2008.

A Multi-Class Support Vector Machine Based on Scatter Criteria
Robert Jenssen, Marius Kloft, Alexander Zien, Sören Sonnenburg and Klaus-Robert Müller
(2009) Technical University Berlin, Berlin, Germany.

The Feature Importance Ranking Measure
Alexander Zien, Nicole Krämer, Sören Sonnenburg and Gunnar Rätsch
In: ECML PKDD, September 7th to 11th, 2009, Bled, Slovenia.