Cuneyt Akçora - TDA on Networks – Applications and Scalability Issues

Cuneyt Akçora - TDA on Networks – Applications and Scalability Issues

Applied Algebraic Topology Network via YouTube Direct link

Predictive Models - A Fusion of Network Analysis and 1

6 of 11

6 of 11

Predictive Models - A Fusion of Network Analysis and 1

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Classroom Contents

Cuneyt Akçora - TDA on Networks – Applications and Scalability Issues

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

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