Chainnet: Learning on blockchain graphs with topological features NC Abay, CG Akcora, YR Gel, M Kantarcioglu, UD Islambekov, Y Tian, ... 2019 IEEE international conference on data mining (ICDM), 946-951, 2019 | 53 | 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 | 47 | 2020 |
Unsupervised space-time clustering using persistent homology. YRG U. Islambekov Environmetrics, 2018 | 22 | 2018 |
Harnessing the power of topological data analysis to detect change points U Islambekov, M Yuvaraj, YR Gel Environmetrics 31 (1), e2612, 2020 | 17 | 2020 |
Role of local geometry in robustness of power grid networks VP U.Islambekov, A.K. Dey, Y.R. Gel 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018 | 13 | 2018 |
Lieb–Robinson bounds for the Toda lattice U Islambekov, R Sims, G Teschl Journal of Statistical Physics 148 (3), 440-479, 2012 | 5 | 2012 |
Package ‘funtimes’ V Lyubchich, YR Gel, A Brenning, C Chu, X Huang, U Islambekov, ... | 3 | 2023 |
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 | 2 | 2022 |
Explaining the Power of Topological Data Analysis in Graph Machine Learning FM Taiwo, U Islambekov, CG Akcora arXiv preprint arXiv:2401.04250, 2024 | 1 | 2024 |
Vector Summaries of Persistence Diagrams for Permutation-based Hypothesis Testing U Islambekov, H Pathirana arXiv preprint arXiv:2306.06257, 2023 | 1 | 2023 |
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, 0-0, 2024 | | 2024 |
A fast topological approach for predicting anomalies in time-varying graphs U Islambekov, H Pathirana, O Khormali, C Akcora, E Smirnova arXiv preprint arXiv:2305.06523, 2023 | | 2023 |
TDAvec: Vector Summaries of Persistence Diagrams U Islambekov, A Luchinsky https://cran.r-project.org/web/packages/TDAvec/index.html, 2022 | | 2022 |