Natkamon Tovanich

25 papers C 2Journal 13Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Analysis of ego multi-token transfer networks: a multilayer approach.
Appl. Netw. Sci.
Célestin Coquidé, Rémy Cazabet, Natkamon Tovanich
2025 J jnl
Cryptocurrency Network Analysis.
CoRR
Natkamon Tovanich, Célestin Coquidé, Rémy Cazabet
2025 C conf
DeFi-Vis: Visual Analytics for Exploring Decentralized Finance Trading Activities.
ICBC
Emanuele Antonio Napoli, Natkamon Tovanich, Valentina Gatteschi
2025 C conf
Do You Care About Your Positions? Users Under Liquidation Risk in Decentralized Lending Protocol.
ICBC
Boyang Mu, Natkamon Tovanich, Julien Prat
2025 — conf
SoK: Unified Blockchain Data Structure.
BCCA
Natkamon Tovanich, Madalina I. Sas, Christophe Le Brun, Munthitra Thadthapong, William J. Knottenbelt, Arnaud Gaudinat, Marco Mattavelli
2024 J jnl
Decoding Decentralized Finance Transactions through Ego Network Motif Mining.
CoRR
Natkamon Tovanich, Célestin Coquidé, Rémy Cazabet
2024 — conf
Global Taxonomy of Stablecoins.
MARBLE
Christophe Le Brun, Oetske Leroux-Fankhauser, Natkamon Tovanich, Thibault Vatter, Arnaud Gaudinat
2024 J jnl
Inside Alameda Research: A Multi-Token Network Analysis.
CoRR
Célestin Coquidé, Rémy Cazabet, Natkamon Tovanich
2023 — conf
Contagion in Decentralized Lending Protocols: A Case Study of Compound.
DeFi@CCS
Natkamon Tovanich, Myriam Kassoul, Simon Weidenholzer, Julien Prat
2023 J jnl
Fingerprinting Bitcoin entities using money flow representation learning.
Appl. Netw. Sci.
Natkamon Tovanich, Rémy Cazabet
2023 — conf
Temporal and Geographical Analysis of Real Economic Activities in the Bitcoin Blockchain.
PKDD/ECML Workshops (5)
Rafael Ramos Tubino, Rémy Cazabet, Natkamon Tovanich, Céline Robardet
2023 J jnl
Temporal and Geographical Analysis of Real Economic Activities in the Bitcoin Blockchain.
CoRR
Rafael Ramos Tubino, Rémy Cazabet, Natkamon Tovanich, Céline Robardet
2022 J jnl
Gender in 30 Years of IEEE Visualization.
IEEE Trans. Vis. Comput. Graph.
Natkamon Tovanich, Pierre Dragicevic, Petra Isenberg
2022 J jnl
MiningVis: Visual Analytics of the Bitcoin Mining Economy.
IEEE Trans. Vis. Comput. Graph.
Natkamon Tovanich, Nicolas Soulié, Nicolas Heulot, Petra Isenberg
2022 J jnl
Pattern Analysis of Money Flow in the Bitcoin Blockchain.
CoRR
Natkamon Tovanich, Rémy Cazabet
2022 — conf
Pattern Analysis of Money Flows in the Bitcoin Blockchain.
COMPLEX NETWORKS (1)
Natkamon Tovanich, Rémy Cazabet
2022 J jnl
The Evolution of Mining Pools and Miners' Behaviors in the Bitcoin Blockchain.
IEEE Trans. Netw. Serv. Manag.
Natkamon Tovanich, Nicolas Soulié, Nicolas Heulot, Petra Isenberg
2022 J jnl
VAST 2020 Contest Challenge: GraphMatchMaker - Visual Analytics for Graph Comparison and Matching.
IEEE Computer Graphics and Applications
Natkamon Tovanich, Alexis Pister, Gaëlle Richer, Paola Valdivia, Christophe Prieur, Jean-Daniel Fekete, Petra Isenberg
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
2021 — conf
An Empirical Analysis of Pool Hopping Behavior in the Bitcoin Blockchain.
IEEE ICBC
Natkamon Tovanich, Nicolas Soulié, Nicolas Heulot, Petra Isenberg
2021 J jnl
Inferring psychological traits from spending categories and dynamic consumption patterns.
EPJ Data Sci.
Natkamon Tovanich, Simone Centellegher, Nacéra Bennacer Seghouani, Joe Gladstone, Sandra Matz, Bruno Lepri
2021 — conf
Interactive Demo: Visualization for Bitcoin Mining Pools Analysis.
IEEE ICBC
Natkamon Tovanich, Nicolas Soulié, Nicolas Heulot, Petra Isenberg
2021 — conf
Visual Analytics of Bitcoin Mining Pool Evolution: On the Road Toward Stability?
NTMS
Natkamon Tovanich, Nicolas Soulié, Petra Isenberg
2021 J jnl
Visualization of Blockchain Data: A Systematic Review.
IEEE Trans. Vis. Comput. Graph.
Natkamon Tovanich, Nicolas Heulot, Jean-Daniel Fekete, Petra Isenberg
2019 — conf
A Systematic Review of Online Bitcoin Visualizations.
EuroVis (Posters)
Natkamon Tovanich, Nicolas Heulot, Jean-Daniel Fekete, Petra Isenberg