DFKI-LT - Publications
| 2013 |
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Enhancing Security Event Management Systems with Unsupervised Anomaly Detection Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods, |
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Predicting Classifier Combinations Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods, Barcelona, Spain, SciTePress, INSTICC, 2013 |
| 2012 |
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Automatic classifier selection for non-experts Pattern Analysis and Applications volume July 2012, |
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A Comprehensive Dataset for Evaluating Approaches of various Meta-Learning Tasks in: Proceedings of the First International Conference on Pattern Recognition Applications and Methods, Vilamoura, Portugal, SciTePress, 2/2012 |
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Meta-learning for evolutionary parameter optimization of classifiers Machine Learning volume 87 number 3, |
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Meta²-Features: Providing Meta-Learners More Information in: KI-2012: Poster and Demo Track, |
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Dataset Generation for Meta-Learning in: KI-2012: Poster and Demo Track, |
| 2011 |
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Prediction of Classifier Training Time Including Parameter Optimization in: Proceedings of the 34th Annual German Conference on Artificial Intelligence volume 7006, Lecture Notes in Computer Science, |
| 2010 |
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Pattern Recognition Engineering RapidMiner Community Meeting and Conference, Dortmund, Germany, Online, 9/2010 |
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Landmarking for Meta-Learning using RapidMiner RapidMiner Community Meeting and Conference, Dortmund, Germany, Online, 9/2010 |
| 2009 |
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Server-side Prediction of Source IP Addresses using Density Estimation Availability, Reliability and Security, 2009. ARES 09. Fourth International Conference on, |
| 2008 |
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Anomaly Detection by Combining Decision Trees and Parametric Densities Pattern Recognition, 2008. ICPR 2008., Tampa, FL, USA, IEEE, 12/2008 |
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High Performance Traffic Shaping for DDoS Mitigation Proceedings of the 2008 ACM CoNEXT conference, Madrid, Spain, ACM, SIGCOMM, 12/2008 |
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Bayes Optimal DDoS Mitigation by Adaptive History-Based IP Filtering Seventh International Conference on Networking, |