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Umar Islambekov

Umar D. Islambekov

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2020 – today

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2024
[i7]
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  - journals/corr/abs-2401-04250
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  - https://dblp.org/rec/journals/corr/abs-2401-04250
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]
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  - journals/corr/abs-2305-06523
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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
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  - journals/jmlr/ChanILS22
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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]
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  - journals/corr/abs-2109-08239
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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
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  - conf/sdm/LiIASGK20
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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

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2019
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  - conf/icdm/AbayAGKITT19
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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]
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  - journals/corr/abs-1908-06971
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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]
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  - journals/corr/abs-1910-11525
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Umar Islambekov, Yulia R. Gel:
Unsupervised Space-Time Clustering using Persistent Homology. CoRR abs/1910.11525 (2019)
[i2]
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  - journals/corr/abs-1910-12939
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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]
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  - journals/corr/abs-1912-10105
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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
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  - conf/globalsip/IslambekovDGP18
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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

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