PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Pavel Laskov

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Number of EPrints submitted by this user: 7

Incremental Support Vector Learning: Analysis, Implementation and Applications
Pavel Laskov, Christian Gehl, Stefan Krüger and Klaus-Robert Müller
Journal of Machine Learning Research 2005.

Detecting unknown network attacks using language models
Konrad Rieck and Pavel Laskov
In: DIMVA 2006, 13-14 Jul 2006, Berlin.

Efficient Algorithms for Similarity Measures over Sequential Data: A Look Beyond Kernels
Konrad Rieck, Pavel Laskov and Klaus-Robert Müller
In: DAGM 2006, 12-14 Sep 2006, Berlin, Germany.

Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees
Konrad Rieck, Pavel Laskov and Sören Sonnenburg
In: NIPS 2006, 4-8 Dec 2006, Vancouver, Canada.

Language Models for Detection of Unknown Attacks in Network Traffic
Konrad Rieck and Pavel Laskov
Journal in Computer Virology Volume 2, pp. 243-256, 2007.

Linear-time computation of similarity measures for sequential data
Konrad Rieck and Pavel Laskov
Journal of Machine Learning Research 2007.

Stopping Conditions for Exact Computation of Leave-One-Out Error in Support Vector Machines
Pavel Laskov, Vojtech Franc and Klaus-Robert Müller
In: 25th International Conference on Machine Learning, 5-8 Jul 2008, Helsinki, Finland.