Tammo Krueger

My publications at Google Scholar.

Machine Learning

[1]	Tammo Krueger, Danny Panknin, and Mikio Braun. Fast cross-validation via sequential testing. Journal of Machine Learning Research, 16:1103--1155, 2015. [ .html ]
[2]	Tammo Krueger. Probabilistic Methods for Network Security. From Analysis to Response. PhD thesis, TU Berlin, 2013. [ http ]
[3]	Tammo Krueger, Hugo Gascon, Nicole Krämer, and Konrad Rieck. Learning stateful models for network honeypots. In Proceedings of the 5th ACM Workshop on Security and Artificial Intelligence, AISEC '12, 2012. [ .pdf ]
[4]	Guido Schwenk, Alexander Bikadorov, Tammo Krueger, and Konrad Rieck. Autonomous learning for detection of javascript attacks: Vision or reality? In Proceedings of the 5th ACM Workshop on Security and Artificial Intelligence, AISEC '12, 2012. [ .pdf ]
[5]	Tammo Krueger, Danny Panknin, and Mikio Braun. Fast cross-validation via sequential testing. arxiv CoRR, abs/1206.2248, 2012. [ http ]
[6]	Tammo Krueger and Konrad Rieck. Intelligent defense against malicious javascript code. PIK - Praxis der Informationsverarbeitung und Kommunikation, 35(1):54--60, 2012. [ DOI ]
[7]	Tammo Krueger, Danny Panknin, and Mikio Braun. Fast cross-validation via sequential analysis. In Neural Information Processing Systems (NIPS), Big Learning Workshop, 2011. [ http ]
[8]	Tammo Krueger, Nicole Krämer, and Konrad Rieck. Asap: automatic semantics-aware analysis of network payloads. In Proceedings of the international ECML/PKDD conference on Privacy and security issues in data mining and machine learning, PSDML'10, pages 50--63. Springer-Verlag, 2011. [ .pdf ]
[9]	Konrad Rieck, Tammo Krueger, Ulf Brefeld, and Klaus-Robert Müller. Approximate tree kernels. Journal of Machine Learning Research, 11:555--580, 2010. [ http ]
[10]	Tammo Krueger, Christian Gehl, Konrad Rieck, and Pavel Laskov. Tokdoc: a self-healing web application firewall. In Proceedings of the 2010 ACM Symposium on Applied Computing, SAC '10, pages 1846--1853. ACM, 2010. [ DOI ]
[11]	Konrad Rieck, Tammo Krueger, and Andreas Dewald. Cujo: efficient detection and prevention of drive-by-download attacks. In Proceedings of the 26th Annual Computer Security Applications Conference, ACSAC '10, pages 31--39. ACM, 2010. [ DOI ]
[12]	Ingmar Schuster, Tammo Krueger, Christian Gehl, Konrad Rieck, and Pavel Laskov. Fips: First intrusion prevention system. Technical Report 1, Fraunhofer FIRST, 2010. [ .html ]
[13]	Tammo Krueger, Christian Gehl, Konrad Rieck, and Pavel Laskov. An architecture for inline anomaly detection. In Proceedings of the 2008 European Conference on Computer Network Defense, pages 11--18. IEEE Computer Society, 2008. [ DOI ]

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Bioinformatics

[1]	Jenny Schlesinger, Markus Schueler, Marcel Grunert, Jenny J. Fischer, Qin Zhang, Tammo Krueger, Martin Lange, Martje Tönjes, Ilona Dunkel, and Silke R. Sperling. The cardiac transcription network modulated by Gata4, Mef2a, Nkx2.5, Srf, histone modifications, and MicroRNAs. PLoS Genetics, 7(2):e1001313, 2011. [ DOI ]
[2]	Karsten Jürchott, Ralf-Jürgen Kuban, Till Krech, Nils Blüthgen, Ulrike Stein, Wolfgang Walther, Christian Friese, Szymon M. Kiełbasa, Ute Ungethüm, Per Lund, Thomas Knösel, Wolfgang Kemmner, Markus Morkel, Johannes Fritzmann, Peter M. Schlag, Walter Birchmeier, Tammo Krueger, Silke Sperling, Christine Sers, Hans-Dieter Royer, Hanspeter Herzel, and Reinhold Schäfer. Identification of y-box binding protein 1 as a core regulator of MEK/ERK pathway-dependent gene signatures in colorectal cancer cells. PLoS Genetics, 6(12):e1001231, 2010. [ DOI ]
[3]	Jenny J. Fischer, Joern Toedling, Tammo Krueger, Markus Schueler, Wolfgang Huber, and Silke Sperling. Combinatorial effects of four histone modifications in transcription and differentiation. Genomics, 91(1):41 -- 51, 2008. [ DOI ]
[4]	Martin Lange, Bogac Kaynak, Ulrike B. Forster, Martje Tönjes, Jenny J. Fischer, Christina Grimm, Jenny Schlesinger, Steffen Just, Ilona Dunkel, Tammo Krueger, Siegrun Mebus, Hans Lehrach, Rudi Lurz, Johan Gobom, Wolfgang Rottbauer, Salim Abdelilah-Seyfried, and Silke Sperling. Regulation of muscle development by DPF3, a novel histone acetylation and methylation reader of the BAF chromatin remodeling complex. Genes & Development, 22(17):2370--2384, 2008. [ DOI ]
[5]	Joern Toedling, Oleg Skylar, Tammo Krueger, Jenny J. Fischer, Silke Sperling, and Wolfgang Huber. Ringo--an R/Bioconductor package for analyzing ChIP-chip readouts. BMC Bioinformatics, 8(443), 2007. [ http ]

This file was generated by bibtex2html 1.98.