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06/09/2023
Vector Summaries of Persistence Diagrams for Permutation-based Hypothesis Testing
Over the past decade, the techniques of topological data analysis (TDA) ...
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05/11/2023
A fast topological approach for predicting anomalies in time-varying graphs
Large time-varying graphs are increasingly common in financial, social a...
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09/16/2021
A computationally efficient framework for vector representation of persistence diagrams
In Topological Data Analysis, a common way of quantifying the shape of d...
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12/20/2019
Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of Ethereum Graph
Blockchain technology and, in particular, blockchain-based cryptocurrenc...
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10/28/2019
Harnessing the power of Topological Data Analysis to detect change points in time series
We introduce a novel geometry-oriented methodology, based on the emergin...
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10/25/2019