🍩 Database of Original & Non-Theoretical Uses of Topology

1. ChainNet: Learning on Blockchain Graphs With Topological Features (2019)

   N. C. Abay, C. G. Akcora, Y. R. Gel, M. Kantarcioglu, U. D. Islambekov, Y. Tian, B. Thuraisingham

   Abstract

   The following topics are dealt with: learning (artificial intelligence); graph theory; neural nets; pattern classification; data mining; feature extraction; recommender systems; pattern clustering; social networking (online); optimisation.

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   • Bitcoin
   • Blockchain
   • Blockchain
   • Transactions
   • Graph
   • Persistent homology

2. Dissecting Ethereum Blockchain Analytics: What We Learn From Topology and Geometry of the Ethereum Graph? (2020)

   Yitao Li, Umar Islambekov, Cuneyt Akcora, Ekaterina Smirnova, Yulia R. Gel, Murat Kantarcioglu

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   • Blockchain
   • Cryptocurrencies
   • Time series
   • Token prices
   • Transaction network
   • Betti pivot
   • Persistent homology