Michael Köhler
Impact in
- Horticulture top 0.5%
- Statistics and Probability top 0.5%
- Statistical Methods and Inference
- Advanced Statistical Methods and Models
Papers in
-
- Statistical Methods and Inference 47
-
- Neural Networks and Applications 23
- Machine Learning and Algorithms 11
- Co-authors
- Adam Krzyżak (43 shared papers)Harro Walk (17 shared papers)László Györfi (4 shared papers)Dirk Hölscher (12 shared papers)Tobias J. Legler (19 shared papers)Luitgard Schwendenmann (7 shared papers)J. Riggert (18 shared papers)Peter Hellstern (12 shared papers)
- Journals
- IEEE Transactions on Information Theory (17 papers)Journal of Statistical Planning and Inference (15 papers)Transfusion (14 papers)Annals of the Institute of Statistical Mathematics (11 papers)Journal of Multivariate Analysis (8 papers)
- Partner nations
- GermanyCanadaUnited States
In The Last Decade
Michael Köhler
217 papers receiving 4.6k citations
Michael Köhler's Hit Papers
Peers
Comparison fields: 5 of 188
- Horticulture 195
- Statistics and Probability 909
- Hematology 852
- Statistics, Probability and Uncertainty 232
- Biochemistry 187
Countries citing papers authored by Michael Köhler
This map shows the geographic impact of Michael Köhler'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 Michael Köhler with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael Köhler more than expected).
Fields of papers citing papers by Michael Köhler
This network shows the impact of papers produced by Michael Köhler. 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 Michael Köhler. The network helps show where Michael Köhler may publish in the future.
Co-authors
The 25 scholars most cited alongside Michael Köhler, 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 227 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A Distribution-Free Theory of Nonparametric Regression Hit paper breakdown → | 2002 | 974 |
| 2 | Global patterns and climatic controls of forest structural complexity Hit paper breakdown → | 2021 | 230 |
| 3 | 2002 | 128 | |
| 4 | 2019 | 124 | |
| 5 | 1999 | 115 | |
| 6 | 2013 | 113 | |
| 7 | 2009 | 102 | |
| 8 | 1997 | 96 | |
| 9 | 2008 | 82 | |
| 10 | 2010 | 82 | |
| 11 | 2006 | 81 | |
| 12 | 2014 | 65 | |
| 13 | A Distribution-Free Theory of Nonparametric Regression (Springer Series in Statistics) | 2002 | 65 |
| 14 | 2016 | 64 | |
| 15 | 2021 | 64 | |
| 16 | 2002 | 64 | |
| 17 | 2010 | 57 | |
| 18 | 2002 | 56 | |
| 19 | 1999 | 56 | |
| 20 | 2003 | 53 |
About Michael Köhler
Michael Köhler is a scholar working on Statistics and Probability, Artificial Intelligence, Hematology, Statistics, Probability and Uncertainty and Control and Systems Engineering, having authored 227 papers that have together received 4.8k indexed citations. Recurring topics across this work include Statistical Methods and Inference (47 papers), Probabilistic and Robust Engineering Design (23 papers), Neural Networks and Applications (23 papers), Control Systems and Identification (19 papers), Platelet Disorders and Treatments (14 papers), Blood groups and transfusion (14 papers), Plant Water Relations and Carbon Dynamics (13 papers) and Machine Learning and Algorithms (11 papers). The work is most often cited by research in Horticulture (195 citations), Statistics and Probability (909 citations), Hematology (852 citations), Statistics, Probability and Uncertainty (232 citations) and Biochemistry (187 citations). Michael Köhler has collaborated with scholars based in Germany, Canada and United States. Frequent co-authors include Adam Krzyżak, Harro Walk, László Györfi, Dirk Hölscher, Tobias J. Legler, Luitgard Schwendenmann, J. Riggert, Peter Hellstern, Andreas Humpe and J.H. Maas. Their work appears in journals such as IEEE Transactions on Information Theory, Journal of Statistical Planning and Inference, Transfusion, Annals of the Institute of Statistical Mathematics and Journal of Multivariate Analysis.
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.