Horst Samulowitz
Impact in
- Health Informatics top 5%
- Artificial Intelligence top 2%
- Machine Learning and Data Classification
- Machine Learning and Algorithms
- Data Stream Mining Techniques
- Explainable Artificial Intelligence (XAI)
Papers in
-
- Machine Learning and Data Classification 14
- Machine Learning and Algorithms 7
- Data Stream Mining Techniques 5
- AI-based Problem Solving and Planning 4
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- Constraint Satisfaction and Optimization 9
- Advanced Database Systems and Queries 5
- Co-authors
- Deepak S. Turaga (8 shared papers)Udayan Khurana (14 shared papers)Alhussein Fawzi (2 shared papers)Pascal Frossard (2 shared papers)Fatemeh Nargesian (2 shared papers)Elias B. Khalil (1 shared paper)Dakuo Wang (7 shared papers)Parikshit Ram (7 shared papers)
- Journals
- Constraints (1 paper)The Visual Computer (1 paper)Proceedings of the ACM on Human-Computer Interaction (1 paper)Proceedings of the VLDB Endowment (1 paper)National Conference on Artificial Intelligence (1 paper)
- Partner nations
- United StatesIrelandCanada
In The Last Decade
Horst Samulowitz
41 papers receiving 1.1k citations
Peers
Comparison fields: 5 of 123
- Health Informatics 36
- Artificial Intelligence 639
- Software 43
- Information Systems and Management 69
- Signal Processing 107
Countries citing papers authored by Horst Samulowitz
This map shows the geographic impact of Horst Samulowitz'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 Horst Samulowitz with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Horst Samulowitz more than expected).
Fields of papers citing papers by Horst Samulowitz
This network shows the impact of papers produced by Horst Samulowitz. 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 Horst Samulowitz. The network helps show where Horst Samulowitz may publish in the future.
Co-authors
The 25 scholars most cited alongside Horst Samulowitz, 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 44 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2019 | 191 | |
| 2 | 2017 | 175 | |
| 3 | 2016 | 158 | |
| 4 | 2018 | 114 | |
| 5 | 2016 | 85 | |
| 6 | Model-based genetic algorithms for algorithm configuration | 2015 | 39 |
| 7 | Learning to solve QBF | 2007 | 38 |
| 8 | Algorithm portfolios based on cost-sensitive hierarchical clustering | 2013 | 36 |
| 9 | 2016 | 35 | |
| 10 | 2020 | 30 | |
| 11 | Experiments with massively parallel constraint solving | 2009 | 30 |
| 12 | 2021 | 25 | |
| 13 | 2020 | 19 | |
| 14 | 2016 | 18 | |
| 15 | 2016 | 16 | |
| 16 | 2010 | 15 | |
| 17 | 2019 | 14 | |
| 18 | 2016 | 12 | |
| 19 | 2019 | 11 | |
| 20 | Learning Adaptation to Solve Constraint Satisfaction Problems | 2009 | 11 |
About Horst Samulowitz
Horst Samulowitz is a scholar working on Artificial Intelligence, Computer Networks and Communications, Signal Processing, Management Science and Operations Research and Information Systems, having authored 44 papers that have together received 1.2k indexed citations. Recurring topics across this work include Machine Learning and Data Classification (14 papers), Constraint Satisfaction and Optimization (9 papers), Machine Learning and Algorithms (7 papers), Data Management and Algorithms (7 papers), Advanced Database Systems and Queries (5 papers), Data Quality and Management (5 papers), Data Stream Mining Techniques (5 papers) and AI-based Problem Solving and Planning (4 papers). The work is most often cited by research in Health Informatics (36 citations), Artificial Intelligence (639 citations), Software (43 citations), Information Systems and Management (69 citations) and Signal Processing (107 citations). Horst Samulowitz has collaborated with scholars based in United States, Ireland and Canada. Frequent co-authors include Deepak S. Turaga, Udayan Khurana, Alhussein Fawzi, Pascal Frossard, Fatemeh Nargesian, Elias B. Khalil, Dakuo Wang, Parikshit Ram, Yuri Malitsky and Alexander Gray. Their work appears in journals such as Constraints, The Visual Computer, Proceedings of the ACM on Human-Computer Interaction, Proceedings of the VLDB Endowment and National Conference on 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.