A Systematic Review of Online Bitcoin Visualizations. - Natkamon Tovanich; Nicolas Heulot; Jean-Daniel Fekete; Petra Isenberg (EuroVis (Posters), 2019)

An Empirical Analysis of Pool Hopping Behavior in the Bitcoin Blockchain. - Natkamon Tovanich; Nicolas Soulié; Nicolas Heulot; Petra Isenberg (IEEE ICBC, 2021)

Interactive Demo: Visualization for Bitcoin Mining Pools Analysis. - Natkamon Tovanich; Nicolas Soulié; Nicolas Heulot; Petra Isenberg (IEEE ICBC, 2021)

Visual Analytics of Bitcoin Mining Pool Evolution: On the Road Toward Stability? - Natkamon Tovanich; Nicolas Soulié; Petra Isenberg (NTMS, 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)

Visualization of Blockchain Data: A Systematic Review. - Natkamon Tovanich; Nicolas Heulot; Jean-Daniel Fekete; Petra Isenberg (IEEE Trans. Vis. Comput. Graph., 2021)

Pattern Analysis of Money Flows in the Bitcoin Blockchain. - Natkamon Tovanich; Rémy Cazabet (COMPLEX NETWORKS (1), 2022)

VAST 2020 Contest Challenge: GraphMatchMaker - Visual Analytics for Graph Comparison and Matching. - Natkamon Tovanich; Alexis Pister; Gaëlle Richer; Paola Valdivia; Christophe Prieur 002; Jean-Daniel Fekete; Petra Isenberg (IEEE Computer Graphics and Applications, 2022)

Pattern Analysis of Money Flow in the Bitcoin Blockchain. - Natkamon Tovanich; Rémy Cazabet (CoRR, 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)

Gender in 30 Years of IEEE Visualization. - Natkamon Tovanich; Pierre Dragicevic; Petra Isenberg (IEEE Trans. Vis. Comput. Graph., 2022)

MiningVis: Visual Analytics of the Bitcoin Mining Economy. - Natkamon Tovanich; Nicolas Soulié; Nicolas Heulot; Petra Isenberg (IEEE Trans. Vis. Comput. Graph., 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 (2022)

Contagion in Decentralized Lending Protocols: A Case Study of Compound. - Natkamon Tovanich; Myriam Kassoul; Simon Weidenholzer; Julien Prat (DeFi@CCS, 2023)

Temporal and Geographical Analysis of Real Economic Activities in the Bitcoin Blockchain. - Rafael Ramos Tubino; Rémy Cazabet; Natkamon Tovanich; Céline Robardet (PKDD/ECML Workshops (5), 2023)

Fingerprinting Bitcoin entities using money flow representation learning. - Natkamon Tovanich; Rémy Cazabet (Appl. Netw. Sci., 2023)

Global Taxonomy of Stablecoins. - Christophe Le Brun; Oetske Leroux-Fankhauser; Natkamon Tovanich; Thibault Vatter; Arnaud Gaudinat (MARBLE, 2024)

Decoding Decentralized Finance Transactions through Ego Network Motif Mining. - Natkamon Tovanich; Célestin Coquidé; Rémy Cazabet (CoRR, 2024)

Inside Alameda Research: A Multi-Token Network Analysis. - Célestin Coquidé; Rémy Cazabet; Natkamon Tovanich (CoRR, 2024)

Do You Care About Your Positions? Users Under Liquidation Risk in Decentralized Lending Protocol. - Boyang Mu; Natkamon Tovanich; Julien Prat (ICBC, 2025)

DeFi-Vis: Visual Analytics for Exploring Decentralized Finance Trading Activities. - Emanuele Antonio Napoli; Natkamon Tovanich; Valentina Gatteschi (ICBC, 2025)

Cryptocurrency Network Analysis. - Natkamon Tovanich; Célestin Coquidé; Rémy Cazabet (CoRR, 2025)

Analysis of ego multi-token transfer networks: a multilayer approach. - Célestin Coquidé; Rémy Cazabet; Natkamon Tovanich (Appl. Netw. Sci., 2025)