Alexander Statnikov
Impact in
- Artificial Intelligence top 0.5%
- Bayesian Modeling and Causal Inference
- Machine Learning and Data Classification
- Text and Document Classification Technologies
- Health Informatics top 5%
Papers in
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- Bayesian Modeling and Causal Inference 23
- Machine Learning and Data Classification 4
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- Gene expression and cancer classification 23
- Machine Learning in Bioinformatics 6
- Co-authors
- Constantin Aliferis (52 shared papers)Ioannis Tsamardinos (18 shared papers)Lily Wang (1 shared paper)Douglas P. Hardin (8 shared papers)Shawn Levy (1 shared paper)Isaac R. Galatzer‐Levy (4 shared papers)Subramani Mani (3 shared papers)Xenofon Koutsoukos (2 shared papers)
- Journals
- PLoS ONE (8 papers)Osteoarthritis and Cartilage (3 papers)Scientific Reports (3 papers)Nonlinear Analysis (3 papers)Journal of Machine Learning Research (3 papers)
- Partner nations
- United StatesRussiaSpain
In The Last Decade
Alexander Statnikov
85 papers receiving 5.1k citations
Alexander Statnikov's Hit Papers
Peers
Comparison fields: 5 of 175
- Artificial Intelligence 1.7k
- Health Informatics 77
- Health Information Management 270
- Statistics and Probability 291
- Molecular Biology 1.3k
Countries citing papers authored by Alexander Statnikov
This map shows the geographic impact of Alexander Statnikov'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 Alexander Statnikov with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alexander Statnikov more than expected).
Fields of papers citing papers by Alexander Statnikov
This network shows the impact of papers produced by Alexander Statnikov. 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 Alexander Statnikov. The network helps show where Alexander Statnikov may publish in the future.
Co-authors
The 25 scholars most cited alongside Alexander Statnikov, 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 88 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2004 | 667 | |
| 2 | 2008 | 559 | |
| 3 | Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation Hit paper breakdown → | 2010 | 364 |
| 4 | Algorithms for Large Scale Markov Blanket Discovery | 2003 | 317 |
| 5 | 2003 | 255 | |
| 6 | 2010 | 235 | |
| 7 | HITON: a novel Markov Blanket algorithm for optimal variable selection. | 2003 | 224 |
| 8 | 2013 | 166 | |
| 9 | 2014 | 165 | |
| 10 | 2005 | 162 | |
| 11 | 2015 | 132 | |
| 12 | 2010 | 124 | |
| 13 | 2017 | 115 | |
| 14 | 2012 | 100 | |
| 15 | 2015 | 96 | |
| 16 | 2011 | 83 | |
| 17 | 2015 | 81 | |
| 18 | 2019 | 79 | |
| 19 | Causal Explorer: A Causal Probabilistic Network Learning Toolkit for Biomedical Discovery. | 2003 | 77 |
| 20 | 2013 | 77 |
About Alexander Statnikov
Alexander Statnikov is a scholar working on Artificial Intelligence, Molecular Biology, Computational Theory and Mathematics, Health Information Management and Rheumatology, having authored 88 papers that have together received 5.3k indexed citations. Recurring topics across this work include Gene expression and cancer classification (23 papers), Bayesian Modeling and Causal Inference (23 papers), Advanced Multi-Objective Optimization Algorithms (8 papers), Artificial Intelligence in Healthcare (6 papers), Machine Learning in Bioinformatics (6 papers), Machine Learning and Data Classification (4 papers), Osteoarthritis Treatment and Mechanisms (4 papers) and Posttraumatic Stress Disorder Research (4 papers). The work is most often cited by research in Artificial Intelligence (1.7k citations), Health Informatics (77 citations), Health Information Management (270 citations), Statistics and Probability (291 citations) and Molecular Biology (1.3k citations). Alexander Statnikov has collaborated with scholars based in United States, Russia and Spain. Frequent co-authors include Constantin Aliferis, Ioannis Tsamardinos, Lily Wang, Douglas P. Hardin, Shawn Levy, Isaac R. Galatzer‐Levy, Subramani Mani, Xenofon Koutsoukos, Arieh Y. Shalev and Karen‐Inge Karstoft. Their work appears in journals such as PLoS ONE, Osteoarthritis and Cartilage, Scientific Reports, Nonlinear Analysis and Journal of Machine Learning Research.
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.