Lars Kotthoff
Impact in
- Artificial Intelligence top 1%
- Machine Learning and Data Classification
- Metaheuristic Optimization Algorithms Research
- Machine Learning and Algorithms
- Data Stream Mining Techniques
- Evolutionary Algorithms and Applications
- Software top 10%
Papers in
-
- Machine Learning and Data Classification 11
- Machine Learning and Algorithms 7
- Metaheuristic Optimization Algorithms Research 4
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- Constraint Satisfaction and Optimization 11
- Co-authors
- Joaquin Vanschoren (6 shared papers)Frank Hutter (4 shared papers)Bernd Bischl (9 shared papers)Michel Lang (6 shared papers)Jakob Richter (3 shared papers)Giuseppe Casalicchio (2 shared papers)Florian Pfisterer (3 shared papers)Martin Binder (3 shared papers)
- Journals
- Constraints (2 papers)AI Magazine (2 papers)Journal of Machine Learning Research (2 papers)IEEE Intelligent Systems (2 papers)Artificial Intelligence (2 papers)
- Partner nations
- United StatesUnited KingdomGermany
In The Last Decade
Lars Kotthoff
46 papers receiving 2.0k citations
Lars Kotthoff's Hit Papers
Peers
Comparison fields: 5 of 177
- Artificial Intelligence 859
- Software 54
- Management Science and Operations Research 168
- Computational Theory and Mathematics 211
- Industrial and Manufacturing Engineering 131
Countries citing papers authored by Lars Kotthoff
This map shows the geographic impact of Lars Kotthoff'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 Lars Kotthoff with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Lars Kotthoff more than expected).
Fields of papers citing papers by Lars Kotthoff
This network shows the impact of papers produced by Lars Kotthoff. 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 Lars Kotthoff. The network helps show where Lars Kotthoff may publish in the future.
Co-authors
The 25 scholars most cited alongside Lars Kotthoff, 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 51 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Automated Machine Learning Hit paper breakdown → | 2019 | 877 |
| 2 | mlr3: A modern object-oriented machine learning framework in R Hit paper breakdown → | 2019 | 250 |
| 3 | 2013 | 200 | |
| 4 | 2016 | 116 | |
| 5 | Automated Machine Learning | 2020 | 103 |
| 6 | 2014 | 102 | |
| 7 | 2020 | 63 | |
| 8 | 2012 | 58 | |
| 9 | 2017 | 47 | |
| 10 | 2019 | 24 | |
| 11 | 2023 | 18 | |
| 12 | 2016 | 14 | |
| 13 | mlr3pipelines - Flexible Machine Learning Pipelines in R | 2021 | 11 |
| 14 | 2017 | 10 | |
| 15 | Open Algorithm Selection Challenge 2017: Setup and Scenarios. | 2017 | 9 |
| 16 | 2016 | 8 | |
| 17 | 2018 | 8 | |
| 18 | Containerisation and dynamic frameworks in ICCMA’19 | 2018 | 8 |
| 19 | 2023 | 7 | |
| 20 | Machine Learning in R | 2015 | 7 |
About Lars Kotthoff
Lars Kotthoff is a scholar working on Artificial Intelligence, Computer Networks and Communications, Information Systems, Management Science and Operations Research and Signal Processing, having authored 51 papers that have together received 2.0k indexed citations. Recurring topics across this work include Constraint Satisfaction and Optimization (11 papers), Machine Learning and Data Classification (11 papers), Machine Learning and Algorithms (7 papers), Data Management and Algorithms (6 papers), Data Mining Algorithms and Applications (6 papers), Scientific Computing and Data Management (4 papers), Auction Theory and Applications (4 papers) and Metaheuristic Optimization Algorithms Research (4 papers). The work is most often cited by research in Artificial Intelligence (859 citations), Software (54 citations), Management Science and Operations Research (168 citations), Computational Theory and Mathematics (211 citations) and Industrial and Manufacturing Engineering (131 citations). Lars Kotthoff has collaborated with scholars based in United States, United Kingdom and Germany. Frequent co-authors include Joaquin Vanschoren, Frank Hutter, Bernd Bischl, Michel Lang, Jakob Richter, Giuseppe Casalicchio, Florian Pfisterer, Martin Binder, Quay Au and Holger H. Hoos. Their work appears in journals such as Constraints, AI Magazine, Journal of Machine Learning Research, IEEE Intelligent Systems and Artificial Intelligence.
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.