Anna Bartkowiak
Impact in
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- Machine Fault Diagnosis Techniques
- Fault Detection and Control Systems
- Statistics and Probability top 10%
- Advanced Statistical Methods and Models
Papers in
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- Advanced Statistical Methods and Models 8
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- Machine Fault Diagnosis Techniques 8
- Fault Detection and Control Systems 5
- Co-authors
- Radosław Zimroz (10 shared papers)Jacek Wodecki (2 shared papers)Agnieszka Wyłomańska (2 shared papers)Ananda Sen (1 shared paper)W. Leyko (1 shared paper)Jerzy Liebhart (2 shared papers)S. Cebrat (2 shared papers)Ewa Grzelińska (1 shared paper)
In The Last Decade
Anna Bartkowiak
39 papers receiving 285 citations
Peers
Comparison fields: 5 of 67
- Control and Systems Engineering 181
- Statistics and Probability 33
- Statistics, Probability and Uncertainty 26
- Mechanical Engineering 130
- Civil and Structural Engineering 47
Countries citing papers authored by Anna Bartkowiak
This map shows the geographic impact of Anna Bartkowiak'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 Anna Bartkowiak with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Anna Bartkowiak more than expected).
Fields of papers citing papers by Anna Bartkowiak
This network shows the impact of papers produced by Anna Bartkowiak. 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 Anna Bartkowiak. The network helps show where Anna Bartkowiak may publish in the future.
Co-authors
The 13 scholars most cited alongside Anna Bartkowiak, 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 42 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2012 | 58 | |
| 2 | 2019 | 40 | |
| 3 | 2011 | 30 | |
| 4 | 2011 | 27 | |
| 5 | 2013 | 27 | |
| 6 | 2011 | 14 | |
| 7 | 2010 | 14 | |
| 8 | 2007 | 9 | |
| 9 | Robust Mahalanobis distances obtained using the 'multout' and 'fast-mcd' methods | 2005 | 7 |
| 10 | 1982 | 7 | |
| 11 | Distance-based regression in prediction of solar flare activity | 1994 | 5 |
| 12 | 2000 | 5 | |
| 13 | 2009 | 5 | |
| 14 | Sparse PCA for gearbox diagnostics | 2011 | 4 |
| 15 | 1992 | 4 | |
| 16 | 2017 | 4 | |
| 17 | Curvilinear dimensionality reduction of data for gearbox condition monitoring | 2012 | 3 |
| 18 | Watching steps of a grand tour implementation | 1998 | 3 |
| 19 | 2009 | 3 | |
| 20 | Self - organizing maps - a helpful tool in clustering areas with similar factors of erosion risk | 2002 | 2 |
About Anna Bartkowiak
Anna Bartkowiak is a scholar working on Statistics and Probability, Control and Systems Engineering, Analytical Chemistry, Molecular Biology and Artificial Intelligence, having authored 42 papers that have together received 300 indexed citations. Recurring topics across this work include Advanced Statistical Methods and Models (8 papers), Machine Fault Diagnosis Techniques (8 papers), Spectroscopy and Chemometric Analyses (7 papers), Fault Detection and Control Systems (5 papers), Advanced Statistical Process Monitoring (4 papers), Gene expression and cancer classification (4 papers), Neural Networks and Applications (3 papers) and Statistical and numerical algorithms (3 papers). The work is most often cited by research in Control and Systems Engineering (181 citations), Statistics and Probability (33 citations), Statistics, Probability and Uncertainty (26 citations), Mechanical Engineering (130 citations) and Civil and Structural Engineering (47 citations). Anna Bartkowiak has collaborated with scholars based in Poland, Czechia and India. Frequent co-authors include Radosław Zimroz, Jacek Wodecki, Agnieszka Wyłomańska, Ananda Sen, W. Leyko, Jerzy Liebhart, S. Cebrat, Ewa Grzelińska, Dorota Mackiewicz and Grzegorz Bartosz. Their work appears in journals such as Biometrical Journal, Mechanical Systems and Signal Processing, Applied Acoustics, International Journal of Biometrics and Diffusion and defect data, solid state data. Part B, Solid state phenomena/Solid state phenomena.
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.