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Umar Islambekov

TDAvec: Computing Vector Summaries of Persistence Diagrams for Topological Data Analysis in R and Python

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Nov 26, 2024
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Explaining the Power of Topological Data Analysis in Graph Machine Learning

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Jan 08, 2024
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Vector Summaries of Persistence Diagrams for Permutation-based Hypothesis Testing

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Jun 09, 2023
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A fast topological approach for predicting anomalies in time-varying graphs

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May 11, 2023
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A computationally efficient framework for vector representation of persistence diagrams

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Sep 16, 2021
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Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of Ethereum Graph

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Dec 20, 2019
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Harnessing the power of Topological Data Analysis to detect change points in time series

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Oct 28, 2019
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Unsupervised Space-Time Clustering using Persistent Homology

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Oct 25, 2019
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