Author

Markus Goldstein

Observed names: Goldstein, Markus, Goldstein, Markus (Kyushu University)

Observed institutions: Kyushu University, German Research Centre for Artificial Intelligence

ORCID: 0000-0003-2631-6882

Observed ORCID: 0000-0003-2631-6882

OpenAlex ID: A5105652760

A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data

2016 · Markus Goldstein, Seiichi Uchida · PLoS ONE · 1,129

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Enhancing one-class support vector machines for unsupervised anomaly detection

2013 · Mennatallah Amer, Markus Goldstein, et al. · 462

Histogram-based Outlier Score (HBOS): A fast Unsupervised Anomaly Detection Algorithm

2012 · Markus Goldstein, Andreas Dengel · 449

Automatic classifier selection for non-experts

2012 · Matthias Reif, Faisal Shafait, et al. · Pattern Analysis and Applications · 144

Document Authentication Using Printing Technique Features and Unsupervised Anomaly Detection

2013 · Johann Gebhardt, Markus Goldstein, et al. · IAPR International Conference on Document Analysis and Recognition (ICDAR) · 56

Anomaly detection by combining decision trees and parametric densities

2008 · Matthias Reif, Markus Goldstein, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 36

Unsupervised Anomaly Detection Benchmark

2015 · Goldstein, Markus · Harvard Dataverse · 33

Bayes Optimal DDoS Mitigation by Adaptive History-Based IP Filtering

2008 · Markus Goldstein, Christoph Lampert, et al. · International Conference on Networking · 26

Enhancing Security Event Management Systems with Unsupervised Anomaly Detection

2013 · Markus Goldstein, Stefan Asanger, et al. · International Conference on Pattern Recognition Applications and Methods · 14

Special Issue on Unsupervised Anomaly Detection

2023 · Markus Goldstein · Applied Sciences · 12

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High performance traffic shaping for DDoS mitigation

2008 · Markus Goldstein, Matthias Reif, et al. · ACM International Conference on emerging Networking EXperiments and Technologies (CoNEXT) · 9

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

2016 · Markus Goldstein, Seiichi Uchida · International Conference on Pattern Recognition Applications and Methods · 8

Server-Side Prediction of Source IP Addresses Using Density Estimation

2009 · Markus Goldstein, Matthias Reif, et al. · International Conference on Availability, Reliability and Security (ARES) · 6

Anomaly Detection

2016 · Markus Goldstein · Chapman & Hall/CRC eBooks · 4

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2015 · Goldstein, Markus (Kyushu University) · Harvard Dataverse · 1

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2015 · Goldstein, Markus (Kyushu University) · Harvard Dataverse · 1

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

2023 · Lucas Krenmayr, Markus Goldstein · International Conference on Pattern Recognition Applications and Methods

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