Natkamon Tovanich

According to our database, Natkamon Tovanich authored at least 23 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Analysis of ego multi-token transfer networks: a multilayer approach.

Célestin Coquidé, Rémy Cazabet, Natkamon Tovanich

Appl. Netw. Sci., December, 2025

Cryptocurrency Network Analysis.

Natkamon Tovanich, Célestin Coquidé, Rémy Cazabet

CoRR, February, 2025

DeFi-Vis: Visual Analytics for Exploring Decentralized Finance Trading Activities.

Emanuele Antonio Napoli, Natkamon Tovanich, Valentina Gatteschi

Proceedings of the 2025 IEEE International Conference on Blockchain and Cryptocurrency, 2025

Do You Care About Your Positions? Users Under Liquidation Risk in Decentralized Lending Protocol.

Boyang Mu, Natkamon Tovanich, Julien Prat

Proceedings of the 2025 IEEE International Conference on Blockchain and Cryptocurrency, 2025

2024

Inside Alameda Research: A Multi-Token Network Analysis.

Célestin Coquidé, Rémy Cazabet, Natkamon Tovanich

CoRR, 2024

Decoding Decentralized Finance Transactions through Ego Network Motif Mining.

Natkamon Tovanich, Célestin Coquidé, Rémy Cazabet

CoRR, 2024

Global Taxonomy of Stablecoins.

Christophe Le Brun, Oetske Leroux-Fankhauser, Natkamon Tovanich, Thibault Vatter, Arnaud Gaudinat

Proceedings of the Mathematical Research for Blockchain Economy: 5th International Conference, 2024

2023

Fingerprinting Bitcoin entities using money flow representation learning.

Natkamon Tovanich, Rémy Cazabet

Appl. Netw. Sci., December, 2023

Temporal and Geographical Analysis of Real Economic Activities in the Bitcoin Blockchain.

Rafael Ramos Tubino, Rémy Cazabet, Natkamon Tovanich, Céline Robardet

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

Contagion in Decentralized Lending Protocols: A Case Study of Compound.

Natkamon Tovanich, Myriam Kassoul, Simon Weidenholzer, Julien Prat

Proceedings of the 2023 Workshop on Decentralized Finance and Security, 2023

2022

Visual Analytics for Monitoring and Exploration of Bitcoin Blockchain Data. (Analyse visuelle pour la surveillance et l'exploration des données de la blockchain Bitcoin).

Natkamon Tovanich

PhD thesis, 2022

MiningVis: Visual Analytics of the Bitcoin Mining Economy.

Natkamon Tovanich, Nicolas Soulié, Nicolas Heulot, Petra Isenberg

IEEE Trans. Vis. Comput. Graph., 2022

Gender in 30 Years of IEEE Visualization.

Natkamon Tovanich, Pierre Dragicevic, Petra Isenberg

IEEE Trans. Vis. Comput. Graph., 2022

The Evolution of Mining Pools and Miners' Behaviors in the Bitcoin Blockchain.

Natkamon Tovanich, Nicolas Soulié, Nicolas Heulot, Petra Isenberg

IEEE Trans. Netw. Serv. Manag., 2022

Pattern Analysis of Money Flow in the Bitcoin Blockchain.

Natkamon Tovanich, Rémy Cazabet

CoRR, 2022

VAST 2020 Contest Challenge: GraphMatchMaker - Visual Analytics for Graph Comparison and Matching.

Natkamon Tovanich, Alexis Pister, Gaëlle Richer, Paola Valdivia, Christophe Prieur, Jean-Daniel Fekete, Petra Isenberg

IEEE Computer Graphics and Applications, 2022

Pattern Analysis of Money Flows in the Bitcoin Blockchain.

Natkamon Tovanich, Rémy Cazabet

Proceedings of the Complex Networks and Their Applications XI, 2022

2021

Visualization of Blockchain Data: A Systematic Review.

Natkamon Tovanich, Nicolas Heulot, Jean-Daniel Fekete, Petra Isenberg

IEEE Trans. Vis. Comput. Graph., 2021

Inferring psychological traits from spending categories and dynamic consumption patterns.

Natkamon Tovanich, Simone Centellegher, Nacéra Bennacer Seghouani, Joe Gladstone, Sandra Matz, Bruno Lepri

EPJ Data Sci., 2021

Visual Analytics of Bitcoin Mining Pool Evolution: On the Road Toward Stability?

Natkamon Tovanich, Nicolas Soulié, Petra Isenberg

Proceedings of the 11th IFIP International Conference on New Technologies, 2021

Interactive Demo: Visualization for Bitcoin Mining Pools Analysis.

Natkamon Tovanich, Nicolas Soulié, Nicolas Heulot, Petra Isenberg

Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2021

An Empirical Analysis of Pool Hopping Behavior in the Bitcoin Blockchain.

Natkamon Tovanich, Nicolas Soulié, Nicolas Heulot, Petra Isenberg

Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2021

2019

A Systematic Review of Online Bitcoin Visualizations.

Natkamon Tovanich, Nicolas Heulot, Jean-Daniel Fekete, Petra Isenberg

Proceedings of the 21st Eurographics Conference on Visualization, 2019