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Cuneyt Akçora - TDA on Networks – Applications and Scalability Issues
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- 1 Intro
- 2 Topological Data Analysis - Why?
- 3 Topological Data Analysis (TDA) - Motivation
- 4 Topological Data Analysis - Persistent Homology
- 5 Topological Data Analysis of Ethereum Networks
- 6 Predictive Models - A Fusion of Network Analysis and 1
- 7 Research questions
- 8 Network features
- 9 Experiment 1: Detecting undisclosed payments
- 10 Experiment 2: Predicting a new family
- 11 TDA - Persistent Homology or TDAMapper