Leman Akoglu
Impact in
- Statistical and Nonlinear Physics top 0.5%
- Complex Network Analysis Techniques
- Artificial Intelligence top 0.5%
- Anomaly Detection Techniques and Applications
- Advanced Graph Neural Networks
- Imbalanced Data Classification Techniques
Papers in
-
- Complex Network Analysis Techniques 34
-
- Anomaly Detection Techniques and Applications 37
- Advanced Graph Neural Networks 15
- Privacy-Preserving Technologies in Data 6
- Imbalanced Data Classification Techniques 5
- Co-authors
- Hanghang Tong (14 shared papers)Christos Faloutsos (32 shared papers)Danai Koutra (3 shared papers)Shebuti Rayana (5 shared papers)Mary McGlohon (5 shared papers)Tina Eliassi‐Rad (8 shared papers)Bryan Perozzi (4 shared papers)Emaad Manzoor (3 shared papers)
- Journals
- Data Mining and Knowledge Discovery (4 papers)ACM Transactions on Knowledge Discovery from Data (4 papers)Lecture notes in computer science (17 papers)Journal of Policy Analysis and Management (1 paper)Decision Support Systems (1 paper)
- Partner nations
- United StatesBelgiumGermany
In The Last Decade
Leman Akoglu
109 papers receiving 5.4k citations
Leman Akoglu's Hit Papers
Peers
Comparison fields: 5 of 97
- Statistical and Nonlinear Physics 1.2k
- Artificial Intelligence 2.8k
- Information Systems 1.3k
- Computational Mathematics 29
- Computer Vision and Pattern Recognition 619
Countries citing papers authored by Leman Akoglu
This map shows the geographic impact of Leman Akoglu'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 Leman Akoglu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Leman Akoglu more than expected).
Fields of papers citing papers by Leman Akoglu
This network shows the impact of papers produced by Leman Akoglu. 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 Leman Akoglu. The network helps show where Leman Akoglu may publish in the future.
Co-authors
The 25 scholars most cited alongside Leman Akoglu, 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 116 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Graph based anomaly detection and description: a survey Hit paper breakdown → | 2014 | 1099 |
| 2 | Collective Opinion Spam Detection Hit paper breakdown → | 2015 | 451 |
| 3 | oddball: Spotting Anomalies in Weighted Graphs Hit paper breakdown → | 2010 | 391 |
| 4 | 2012 | 281 | |
| 5 | 2015 | 274 | |
| 6 | 2016 | 202 | |
| 7 | 2014 | 180 | |
| 8 | 2011 | 170 | |
| 9 | 2016 | 109 | |
| 10 | 2016 | 106 | |
| 11 | 2012 | 99 | |
| 12 | 2012 | 93 | |
| 13 | 2016 | 91 | |
| 14 | 2008 | 90 | |
| 15 | 2021 | 82 | |
| 16 | 2017 | 81 | |
| 17 | 2016 | 75 | |
| 18 | 2015 | 74 | |
| 19 | 2015 | 66 | |
| 20 | 2016 | 65 |
About Leman Akoglu
Leman Akoglu is a scholar working on Statistical and Nonlinear Physics, Artificial Intelligence, Information Systems, Computer Vision and Pattern Recognition and Statistics and Probability, having authored 116 papers that have together received 5.6k indexed citations. Recurring topics across this work include Anomaly Detection Techniques and Applications (37 papers), Complex Network Analysis Techniques (34 papers), Advanced Graph Neural Networks (15 papers), Graph Theory and Algorithms (15 papers), Spam and Phishing Detection (12 papers), Expert finding and Q&A systems (7 papers), Privacy-Preserving Technologies in Data (6 papers) and Imbalanced Data Classification Techniques (5 papers). The work is most often cited by research in Statistical and Nonlinear Physics (1.2k citations), Artificial Intelligence (2.8k citations), Information Systems (1.3k citations), Computational Mathematics (29 citations) and Computer Vision and Pattern Recognition (619 citations). Leman Akoglu has collaborated with scholars based in United States, Belgium and Germany. Frequent co-authors include Hanghang Tong, Christos Faloutsos, Danai Koutra, Shebuti Rayana, Mary McGlohon, Tina Eliassi‐Rad, Bryan Perozzi, Emaad Manzoor, Bart Baesens and Véronique Van Vlasselaer. Their work appears in journals such as Data Mining and Knowledge Discovery, ACM Transactions on Knowledge Discovery from Data, Lecture notes in computer science, Journal of Policy Analysis and Management and Decision Support Systems.
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.