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Umar Islambekov
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2020 – today
- 2024
- [i7]Funmilola Mary Taiwo, Umar Islambekov, Cuneyt Gurcan Akcora:
Explaining the Power of Topological Data Analysis in Graph Machine Learning. CoRR abs/2401.04250 (2024) - 2023
- [i6]Umar Islambekov, Hasani Pathirana, Omid Khormali, Cuneyt Gurcan Akcora, Ekaterina Smirnova:
A fast topological approach for predicting anomalies in time-varying graphs. CoRR abs/2305.06523 (2023) - 2022
- [j1]Kit C. Chan, Umar Islambekov, Alexey Luchinsky, Rebecca Sanders:
A Computationally Efficient Framework for Vector Representation of Persistence Diagrams. J. Mach. Learn. Res. 23: 268:1-268:33 (2022) - 2021
- [i5]Kit C. Chan, Umar Islambekov, Alexey Luchinsky, Rebecca Sanders:
A computationally efficient framework for vector representation of persistence diagrams. CoRR abs/2109.08239 (2021) - 2020
- [c3]Yitao Li, Umar Islambekov, Cuneyt Gurcan Akcora, Ekaterina Smirnova, Yulia R. Gel, Murat Kantarcioglu:
Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of the Ethereum Graph? SDM 2020: 523-531
2010 – 2019
- 2019
- [c2]Nazmiye Ceren Abay, Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu, Umar D. Islambekov, Yahui Tian, Bhavani Thuraisingham:
ChainNet: Learning on Blockchain Graphs with Topological Features. ICDM 2019: 946-951 - [i4]Nazmiye Ceren Abay, Cuneyt Gurcan Akcora, Yulia R. Gel, Umar D. Islambekov, Murat Kantarcioglu, Yahui Tian, Bhavani Thuraisingham:
ChainNet: Learning on Blockchain Graphs with Topological Features. CoRR abs/1908.06971 (2019) - [i3]Umar Islambekov, Yulia R. Gel:
Unsupervised Space-Time Clustering using Persistent Homology. CoRR abs/1910.11525 (2019) - [i2]Umar Islambekov, Monisha Yuvaraj, Yulia R. Gel:
Harnessing the power of Topological Data Analysis to detect change points in time series. CoRR abs/1910.12939 (2019) - [i1]Yitao Li, Umar Islambekov, Cuneyt Gurcan Akcora, Ekaterina Smirnova, Yulia R. Gel, Murat Kantarcioglu:
Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of Ethereum Graph. CoRR abs/1912.10105 (2019) - 2018
- [c1]Umar Islambekov, Asim Kumer Dey, Yulia R. Gel, H. Vincent Poor:
Role of Local Geometry in Robustness of Power Grid Networks. GlobalSIP 2018: 885-889
Coauthor Index
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