Murat Kocaoglu
Impact in
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- Bayesian Modeling and Causal Inference
- Machine Learning and Algorithms
Papers in
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- Bayesian Modeling and Causal Inference 8
- Machine Learning and Algorithms 7
- Algorithms and Data Compression 2
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- Energy Harvesting in Wireless Networks 4
- Co-authors
- Özgür B. Akan (8 shared papers)Karthikeyan Shanmugam (6 shared papers)Derya Malak (4 shared papers)Elias Bareinboim (3 shared papers)Alexandros G. Dimakis (5 shared papers)Sriram Vishwanath (3 shared papers)Babak Hassibi (1 shared paper)Burhan Gülbahar (1 shared paper)
- Journals
- Computer (1 paper)IEEE Systems Journal (1 paper)IEEE Transactions on Nanotechnology (1 paper)IEEE Transactions on Wireless Communications (1 paper)Nano Communication Networks (1 paper)
- Partner nations
- United StatesTürkiyeNetherlands
In The Last Decade
Murat Kocaoglu
17 papers receiving 143 citations
Peers
Comparison fields: 5 of 38
- Artificial Intelligence 59
- Computational Theory and Mathematics 23
- Biomedical Engineering 60
- Statistics and Probability 10
- Computer Networks and Communications 23
Countries citing papers authored by Murat Kocaoglu
This map shows the geographic impact of Murat Kocaoglu'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 Murat Kocaoglu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Murat Kocaoglu more than expected).
Fields of papers citing papers by Murat Kocaoglu
This network shows the impact of papers produced by Murat Kocaoglu. 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 Murat Kocaoglu. The network helps show where Murat Kocaoglu may publish in the future.
Co-authors
The 17 scholars most cited alongside Murat Kocaoglu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2013 | 30 | |
| 2 | 2017 | 22 | |
| 3 | Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions | 2019 | 15 |
| 4 | Experimental Design for Learning Causal Graphs with Latent Variables | 2017 | 13 |
| 5 | 2012 | 13 | |
| 6 | 2012 | 13 | |
| 7 | 2013 | 13 | |
| 8 | Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning | 2020 | 9 |
| 9 | 2014 | 5 | |
| 10 | 2012 | 4 | |
| 11 | 2014 | 3 | |
| 12 | Cost-Optimal Learning of Causal Graphs | 2017 | 3 |
| 13 | Sample Efficient Active Learning of Causal Trees | 2019 | 2 |
| 14 | Active Structure Learning of Causal DAGs via Directed Clique Trees | 2020 | 2 |
| 15 | 2016 | 2 | |
| 16 | 2018 | 2 | |
| 17 | A Smoothed Analysis for Learning Sparse Polynomials. | 2014 | 1 |
| 18 | 2024 | 0 | |
| 19 | 2015 | 0 | |
| 20 | 2013 | 0 |
About Murat Kocaoglu
Murat Kocaoglu is a scholar working on Artificial Intelligence, Electrical and Electronic Engineering, Biomedical Engineering, Statistics and Probability and Computer Networks and Communications, having authored 20 papers that have together received 152 indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (8 papers), Machine Learning and Algorithms (7 papers), Molecular Communication and Nanonetworks (6 papers), Energy Harvesting in Wireless Networks (4 papers), Wireless Body Area Networks (4 papers), Rough Sets and Fuzzy Logic (2 papers), Algorithms and Data Compression (2 papers) and Sparse and Compressive Sensing Techniques (2 papers). The work is most often cited by research in Artificial Intelligence (59 citations), Computational Theory and Mathematics (23 citations), Biomedical Engineering (60 citations), Statistics and Probability (10 citations) and Computer Networks and Communications (23 citations). Murat Kocaoglu has collaborated with scholars based in United States, Türkiye and Netherlands. Frequent co-authors include Özgür B. Akan, Karthikeyan Shanmugam, Derya Malak, Elias Bareinboim, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi, Burhan Gülbahar, Dmitriy Katz and Kristjan Greenewald. Their work appears in journals such as Computer, IEEE Systems Journal, IEEE Transactions on Nanotechnology, IEEE Transactions on Wireless Communications and Nano Communication Networks.
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.