Markus Goldstein
Impact in
- Artificial Intelligence top 1%
- Anomaly Detection Techniques and Applications
- Data Stream Mining Techniques
- Imbalanced Data Classification Techniques
- Machine Learning and Data Classification
- Signal Processing top 2%
- Time Series Analysis and Forecasting
- Advanced Malware Detection Techniques
Papers in
-
- Anomaly Detection Techniques and Applications 7
- Internet Traffic Analysis and Secure E-voting 3
- Imbalanced Data Classification Techniques 1
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- Network Security and Intrusion Detection 10
- Co-authors
- Seiichi Uchida (2 shared papers)Andreas Dengel (3 shared papers)William R. Dillon (2 shared papers)Sangit Chätterjee (1 shared paper)Slim Abdennadher (1 shared paper)Matthias Reif (6 shared papers)Thomas M. Breuel (5 shared papers)Faisal Shafait (2 shared papers)
- Journals
- Journal of Applied Probability (2 papers)Journal of the European Economic Association (1 paper)Biometrics (1 paper)Applied Sciences (1 paper)PLoS ONE (1 paper)
- Partner nations
- GermanyUnited StatesUnited Kingdom
In The Last Decade
Markus Goldstein
20 papers receiving 1.8k citations
Markus Goldstein's Hit Papers
Peers
Comparison fields: 5 of 166
- Artificial Intelligence 1.1k
- Signal Processing 288
- Computer Networks and Communications 564
- Statistics and Probability 78
- Control and Systems Engineering 210
Countries citing papers authored by Markus Goldstein
This map shows the geographic impact of Markus Goldstein's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Markus Goldstein with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Markus Goldstein more than expected).
Fields of papers citing papers by Markus Goldstein
This network shows the impact of papers produced by Markus Goldstein. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Markus Goldstein. The network helps show where Markus Goldstein may publish in the future.
Co-authors
The 20 scholars most cited alongside Markus Goldstein, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 21 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data Hit paper breakdown → | 2016 | 607 |
| 2 | Multivariate Analysis: Methods and Applications Hit paper breakdown → | 1985 | 417 |
| 3 | 2013 | 297 | |
| 4 | Histogram-based Outlier Score (HBOS): A fast Unsupervised Anomaly Detection Algorithm | 2012 | 271 |
| 5 | 2012 | 99 | |
| 6 | 2013 | 33 | |
| 7 | 1972 | 30 | |
| 8 | 2008 | 22 | |
| 9 | 2008 | 16 | |
| 10 | Gender, Power and Agricultural Investment in Ghana1 | 2003 | 12 |
| 11 | 2013 | 8 | |
| 12 | 2008 | 7 | |
| 13 | 2011 | 7 | |
| 14 | 2023 | 6 | |
| 15 | 2016 | 5 | |
| 16 | 1986 | 5 | |
| 17 | 2013 | 5 | |
| 18 | 2009 | 4 | |
| 19 | 1975 | 2 | |
| 20 | 1975 | 1 |
About Markus Goldstein
Markus Goldstein is a scholar working on Artificial Intelligence, Computer Networks and Communications, Hardware and Architecture, Management Science and Operations Research and Biomedical Engineering, having authored 21 papers that have together received 1.9k indexed citations. Recurring topics across this work include Network Security and Intrusion Detection (10 papers), Anomaly Detection Techniques and Applications (7 papers), Network Packet Processing and Optimization (3 papers), Internet Traffic Analysis and Secure E-voting (3 papers), Artificial Immune Systems Applications (3 papers), Probability and Risk Models (2 papers), Imbalanced Data Classification Techniques (1 paper) and Point processes and geometric inequalities (1 paper). The work is most often cited by research in Artificial Intelligence (1.1k citations), Signal Processing (288 citations), Computer Networks and Communications (564 citations), Statistics and Probability (78 citations) and Control and Systems Engineering (210 citations). Markus Goldstein has collaborated with scholars based in Germany, United States and United Kingdom. Frequent co-authors include Seiichi Uchida, Andreas Dengel, William R. Dillon, Sangit Chätterjee, Slim Abdennadher, Matthias Reif, Thomas M. Breuel, Faisal Shafait, Armin Stahl and Christopher Udry. Their work appears in journals such as Journal of Applied Probability, Journal of the European Economic Association, Biometrics, Applied Sciences and PLoS ONE.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.