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 5%
Papers in
-
- Constraint Satisfaction and Optimization 28
-
- Machine Learning and Data Classification 14
- Machine Learning and Algorithms 9
- AI-based Problem Solving and Planning 7
- Metaheuristic Optimization Algorithms Research 6
- Co-authors
- Frank Hutter (6 shared papers)Joaquin Vanschoren (7 shared papers)Holger H. Hoos (10 shared papers)Kevin Leyton‐Brown (6 shared papers)Chris Thornton (1 shared paper)Bernd Bischl (9 shared papers)Pascal Kerschke (3 shared papers)Michel Lang (5 shared papers)
- Journals
- Artificial Intelligence (2 papers)Constraints (2 papers)IEEE Intelligent Systems (2 papers)AI Magazine (2 papers)Lecture notes in computer science (16 papers)
- Partner nations
- United StatesUnited KingdomCanada
In The Last Decade
Lars Kotthoff
69 papers receiving 3.0k citations
Lars Kotthoff's Hit Papers
Peers
Comparison fields: 5 of 178
- Artificial Intelligence 1.6k
- Software 117
- Management Science and Operations Research 307
- Industrial and Manufacturing Engineering 254
- Computational Theory and Mathematics 366
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 74 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Automated Machine Learning Hit paper breakdown → | 2019 | 1068 |
| 2 | Auto-WEKA: Automatic Model Selection and Hyperparameter Optimization in WEKA Hit paper breakdown → | 2019 | 427 |
| 3 | mlr3: A modern object-oriented machine learning framework in R Hit paper breakdown → | 2019 | 297 |
| 4 | 2016 | 186 | |
| 5 | 2016 | 146 | |
| 6 | 2014 | 139 | |
| 7 | Automated Machine Learning | 2020 | 133 |
| 8 | 2012 | 74 | |
| 9 | 2020 | 70 | |
| 10 | 2017 | 63 | |
| 11 | 2015 | 50 | |
| 12 | 2014 | 39 | |
| 13 | 2016 | 35 | |
| 14 | 2016 | 28 | |
| 15 | 2019 | 28 | |
| 16 | 2010 | 22 | |
| 17 | 2023 | 21 | |
| 18 | 2016 | 20 | |
| 19 | 2013 | 16 | |
| 20 | mlr3pipelines - Flexible Machine Learning Pipelines in R | 2021 | 11 |
About Lars Kotthoff
Lars Kotthoff is a scholar working on Computer Networks and Communications, Artificial Intelligence, Signal Processing, Management Science and Operations Research and Software, having authored 74 papers that have together received 3.1k indexed citations. Recurring topics across this work include Constraint Satisfaction and Optimization (28 papers), Data Management and Algorithms (15 papers), Machine Learning and Data Classification (14 papers), Machine Learning and Algorithms (9 papers), AI-based Problem Solving and Planning (7 papers), Data Mining Algorithms and Applications (7 papers), Metaheuristic Optimization Algorithms Research (6 papers) and Model-Driven Software Engineering Techniques (6 papers). The work is most often cited by research in Artificial Intelligence (1.6k citations), Software (117 citations), Management Science and Operations Research (307 citations), Industrial and Manufacturing Engineering (254 citations) and Computational Theory and Mathematics (366 citations). Lars Kotthoff has collaborated with scholars based in United States, United Kingdom and Canada. Frequent co-authors include Frank Hutter, Joaquin Vanschoren, Holger H. Hoos, Kevin Leyton‐Brown, Chris Thornton, Bernd Bischl, Pascal Kerschke, Michel Lang, Ian P. Gent and Ian Miguel. Their work appears in journals such as Artificial Intelligence, Constraints, IEEE Intelligent Systems, AI Magazine and Lecture notes in computer science.
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.