Dirk P. Kroese
Impact in
- Statistics, Probability and Uncertainty top 0.05%
- Probabilistic and Robust Engineering Design
- Statistics and Probability top 0.2%
- Statistical Distribution Estimation and Applications
Papers in
-
- Probability and Risk Models 34
- Simulation Techniques and Applications 10
-
- Markov Chains and Monte Carlo Methods 18
- Statistical Methods and Inference 16
- Co-authors
- Reuven Y. Rubinstein (20 shared papers)Zdravko I. Botev (17 shared papers)Pieter-Tjerk de Boer (1 shared paper)Shie Mannor (1 shared paper)Joseph F. Grotowski (1 shared paper)Thomas Taimre (9 shared papers)Zdravko I. Botev (2 shared papers)Tim Brereton (9 shared papers)
- Journals
- Annals of Operations Research (7 papers)Journal of Applied Probability (7 papers)Queueing Systems (4 papers)Statistics and Computing (4 papers)Mathematical Biosciences (2 papers)
- Partner nations
- AustraliaNetherlandsIsrael
In The Last Decade
Dirk P. Kroese
142 papers receiving 11.9k citations
Dirk P. Kroese's Hit Papers
Peers
Comparison fields: 5 of 217
- Statistics, Probability and Uncertainty 1.8k
- Statistics and Probability 1.2k
- Management Science and Operations Research 1.6k
- Safety, Risk, Reliability and Quality 887
- Artificial Intelligence 2.5k
Countries citing papers authored by Dirk P. Kroese
This map shows the geographic impact of Dirk P. Kroese'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 Dirk P. Kroese with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dirk P. Kroese more than expected).
Fields of papers citing papers by Dirk P. Kroese
This network shows the impact of papers produced by Dirk P. Kroese. 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 Dirk P. Kroese. The network helps show where Dirk P. Kroese may publish in the future.
Co-authors
The 25 scholars most cited alongside Dirk P. Kroese, 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 153 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A Tutorial on the Cross-Entropy Method Hit paper breakdown → | 2005 | 2180 |
| 2 | Simulation and the Monte Carlo Method Hit paper breakdown → | 2007 | 1841 |
| 3 | Kernel density estimation via diffusion Hit paper breakdown → | 2010 | 1449 |
| 4 | Simulation and the Monte Carlo Method Hit paper breakdown → | 2016 | 1087 |
| 5 | The Cross-Entropy Method: A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning Hit paper breakdown → | 2004 | 813 |
| 6 | Handbook of Monte Carlo Methods Hit paper breakdown → | 2011 | 726 |
| 7 | Why the Monte Carlo method is so important today Hit paper breakdown → | 2014 | 500 |
| 8 | 2004 | 453 | |
| 9 | Simulation and the Monte Carlo Method (Wiley Series in Probability and Statistics) | 1981 | 261 |
| 10 | The Cross Entropy Method: A Unified Approach To Combinatorial Optimization, Monte-carlo Simulation (Information Science and Statistics) | 2004 | 218 |
| 11 | 2006 | 199 | |
| 12 | 2013 | 131 | |
| 13 | 2006 | 116 | |
| 14 | 2005 | 101 | |
| 15 | 2006 | 93 | |
| 16 | 2011 | 86 | |
| 17 | 2014 | 73 | |
| 18 | 2010 | 72 | |
| 19 | 2020 | 69 | |
| 20 | 2013 | 65 |
About Dirk P. Kroese
Dirk P. Kroese is a scholar working on Management Science and Operations Research, Statistics and Probability, Artificial Intelligence, Management Information Systems and Mathematical Physics, having authored 153 papers that have together received 12.4k indexed citations. Recurring topics across this work include Probability and Risk Models (34 papers), Advanced Queuing Theory Analysis (23 papers), Bayesian Methods and Mixture Models (23 papers), Markov Chains and Monte Carlo Methods (18 papers), Statistical Methods and Inference (16 papers), Stochastic processes and statistical mechanics (15 papers), Probabilistic and Robust Engineering Design (12 papers) and Simulation Techniques and Applications (10 papers). The work is most often cited by research in Statistics, Probability and Uncertainty (1.8k citations), Statistics and Probability (1.2k citations), Management Science and Operations Research (1.6k citations), Safety, Risk, Reliability and Quality (887 citations) and Artificial Intelligence (2.5k citations). Dirk P. Kroese has collaborated with scholars based in Australia, Netherlands and Israel. Frequent co-authors include Reuven Y. Rubinstein, Zdravko I. Botev, Pieter-Tjerk de Boer, Shie Mannor, Joseph F. Grotowski, Thomas Taimre, Zdravko I. Botev, Tim Brereton, Joshua C. C. Chan and Søren Asmussen. Their work appears in journals such as Annals of Operations Research, Journal of Applied Probability, Queueing Systems, Statistics and Computing and Mathematical Biosciences.
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.