Markus Goldstein

According to our database, Markus Goldstein authored at least 11 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Explainable Outlier Detection Using Feature Ranking for k-Nearest Neighbors, Gaussian Mixture Model and Autoencoders.

Lucas Krenmayr, Markus Goldstein

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

2016

A Comparative Study on Outlier Removal from a Large-scale Dataset using Unsupervised Anomaly Detection.

Markus Goldstein, Seiichi Uchida

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

2014

Anomaly Detection in Large Datasets.

Markus Goldstein

PhD thesis, 2014

Automatic classifier selection for non-experts.

Matthias Reif, Faisal Shafait, Markus Goldstein, Thomas M. Breuel, Andreas Dengel

Pattern Anal. Appl., 2014

2013

Enhancing Security Event Management Systems with Unsupervised Anomaly Detection.

Markus Goldstein, Stefan Asanger, Matthias Reif, Andrew Hutchison

Proceedings of the ICPRAM 2013, 2013

Document Authentication Using Printing Technique Features and Unsupervised Anomaly Detection.

Johann Gebhardt, Markus Goldstein, Faisal Shafait, Andreas Dengel

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2012

FastLOF: An Expectation-Maximization based Local Outlier detection algorithm.

Markus Goldstein

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2009

Server-Side Prediction of Source IP Addresses Using Density Estimation.

Markus Goldstein, Matthias Reif, Armin Stahl, Thomas M. Breuel

Proceedings of the The Forth International Conference on Availability, 2009

2008

Anomaly detection by combining decision trees and parametric densities.

Matthias Reif, Markus Goldstein, Armin Stahl, Thomas M. Breuel

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Bayes Optimal DDoS Mitigation by Adaptive History-Based IP Filtering.

Markus Goldstein, Christoph H. Lampert, Matthias Reif, Armin Stahl, Thomas M. Breuel

Proceedings of the Seventh International Conference on Networking (ICN 2008), 2008

High performance traffic shaping for DDoS mitigation.

Markus Goldstein, Matthias Reif, Armin Stahl, Thomas M. Breuel

Proceedings of the 2008 ACM Conference on Emerging Network Experiment and Technology, 2008