Markus Goldstein

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Publications

Citations

2.7K

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Active since

1972

Affiliations

German Research Centre for Artificial Intelligence(Current)

University of Kaiserslautern

Markus Goldstein is an author at German Research Centre for Artificial Intelligence specializing in computing, machine learning, and computer science.

ORCID

Publications per year

1972–2023

Publications

A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data

Markus Goldstein, Seiichi Uchida · PLoS ONE · 2016 · 990 citations · Full text

Computing, Computer Science, Computer Security +10

Multivariate Analysis: Methods and Applications

Sangit Chätterjee, William R. Dillon, Markus Goldstein · Journal of Business and Economic Statistics · 1985 · 530 citations

Natural Sciences, Biostatistics, Multivariate Visualization +9

Enhancing one-class support vector machines for unsupervised anomaly detection

Mennatallah Amer, Markus Goldstein, Slim Abdennadher · 2013 · 428 citations

Computing, Computer Science, Data Mining +14

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

Markus Goldstein, Andreas Dengel · 2012 · 389 citations

Computing, Computer Science, Data Science +15

Automatic classifier selection for non-experts

Matthias Reif, Faisal Shafait, Markus Goldstein et al. · Pattern Analysis and Applications · 2012 · 139 citations

Computing, Computer Science, Data Mining +4

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