| Chainnet: Learning on blockchain graphs with topological features NC Abay, CG Akcora, YR Gel, M Kantarcioglu, U Islambekov, Y Tian, ... 2019 IEEE international conference on data mining (ICDM), 946-951, 2019 | 71 | 2019 |
| Dissecting ethereum blockchain analytics: What we learn from topology and geometry of the ethereum graph? Y Li, U Islambekov, C Akcora, E Smirnova, YR Gel, M Kantarcioglu Proceedings of the 2020 SIAM international conference on data mining, 523-531, 2020 | 62 | 2020 |
| Harnessing the power of topological data analysis to detect change points U Islambekov, M Yuvaraj, YR Gel Environmetrics 31 (1), e2612, 2020 | 30 | 2020 |
| Unsupervised space-time clustering using persistent homology U Islambekov, YR Gel Environmetrics 30 (4), e2539, 2018 | 29 | 2018 |
| Role of local geometry in robustness of power grid networks U Islambekov, AK Dey, YR Gel, V Poor 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018 | 16 | 2018 |
| A computationally efficient framework for vector representation of persistence diagrams KC Chan, U Islambekov, A Luchinsky, R Sanders Journal of Machine Learning Research 23 (268), 1-33, 2022 | 10 | 2022 |
| Explaining the power of topological data analysis in graph machine learning FM Taiwo, U Islambekov, CG Akcora arXiv preprint arXiv:2401.04250, 2024 | 8 | 2024 |
| Lieb–Robinson bounds for the Toda lattice U Islambekov, R Sims, G Teschl Journal of Statistical Physics 148 (3), 440-479, 2012 | 6 | 2012 |
| Package ‘funtimes’ V Lyubchich, YR Gel, A Brenning, C Chu, X Huang, U Islambekov, ... | 4 | 2025 |
| A topological approach for capturing high-order interactions in graph data with applications to anomaly detection in time-varying cryptocurrency transaction graphs U Islambekov, H Pathirana, O Khormali, C Akçora, E Smirnova Foundations of Data Science 6 (4), 492-513, 2024 | 4 | 2024 |
| Vector summaries of persistence diagrams for permutation-based hypothesis testing U Islambekov, H Pathirana Foundations of Data Science 6 (1), 41-61, 2024 | 3 | 2024 |
| TDAvec: Computing Vector Summaries of Persistence Diagrams for Topological Data Analysis in R and Python U Islambekov, A Luchinsky Journal of Open Source Software, 10 (114), 2025 | | 2025 |
| Nested Ensemble Learning with Topological Data Analysis for Graph Classification and Regression I Abaa, U Islambekov International Journal of Topology 2 (4), 2025 | | 2025 |
Yulia R. GelVirginia Tech UniversityVerified email at vt.edu
