Natkamon Tovanich

24
Documents

Publications

Publications

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

Emanuele Antonio Napoli , Natkamon Tovanich , Valentina Gatteschi

IEEE International Conference on Blockchain and Cryptocurrency (ICBC 2025), Jun 2025, Pise, Italy. , ⟨10.1109/ICBC64466.2025.11114445⟩

Poster de conférence hal-05029081v1
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VisConflicts: Visualizing Conflicts of Interest in Conference Reviewing

Natkamon Tovanich , Teppakorn Thanuthanad , Sandhya Rajendran , Velitchko Filipov , Silvia Miksch et al.

VIS 2025 - Posters at IEEE Visualization and Visual Analytics, Nov 2025, Vienna, Austria

Poster de conférence hal-05240175v1
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Interactive Demo: Visualization for Bitcoin Mining Pools Analysis

Natkamon Tovanich , Nicolas Soulié , Nicolas Heulot , Petra Isenberg

2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), May 2021, Sydney (Virtual Conference), Australia. , 2021, ⟨10.1109/ICBC51069.2021.9461124⟩

Poster de conférence hal-03163005v1
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GraphletMatchMaker: Visual Analytics Approaches to Graph Matching in Cybersecurity Communities

Natkamon Tovanich , Alexis Pister , Gaëlle Richer , Paola Valdivia , Jean-Daniel Fekete et al.

IEEE Visual Analytics Science and Technology, VAST Challenge, Oct 2020, Virtual Conference, United States

Poster de conférence hal-02986447v1
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A Systematic Review of Online Bitcoin Visualizations

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

Posters of the European Conference on Visualization (EuroVis), 2019, Porto, Portugal. ⟨10.2312/eurp.20191148⟩

Poster de conférence hal-02155171v1
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Do You Care About Your Positions? Users Under Liquidation Risk in Decentralized Lending Protocol

Boyang Mu , Natkamon Tovanich , Julien Prat

IEEE International Conference on Blockchain and Cryptocurrency, IEEE ComSoc, Jun 2025, Pisa, Italy. ⟨10.1109/ICBC64466.2025.11114495⟩

Communication dans un congrès hal-05041569v1
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SoK: Unified Blockchain Data Structure

Natkamon Tovanich , Madalina I Sas , Christophe Lebrun , Munthitra Thadthapong , William J Knottenbelt et al.

7th International Conference on Blockchain Computing and Applications (BCCA), Oct 2025, Dubrovnik, Croatia. ⟨10.1109/BCCA66705.2025.11229695⟩

Communication dans un congrès hal-05185296v1
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Global Taxonomy of Stablecoins

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

International Conference on Mathematical Research for Blockchain Economy (MARBLE 2024), Jul 2024, Malaga, Spain. ⟨10.1007/978-3-031-68974-1_18⟩

Communication dans un congrès hal-04607181v1
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Inside Alameda Research: A Multi-Token Network Analysis

Célestin Coquidé , Rémy Cazabet , Natkamon Tovanich

The 13th International Conference on Complex Networks and their Applications, Dec 2024, Istanbul, Turkey. ⟨10.1007/978-3-031-82431-9_17⟩

Communication dans un congrès hal-04727905v1
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Decoding Decentralized Finance Transactions through Ego Network Motif Mining

Natkamon Tovanich , Célestin Coquidé , Rémy Cazabet

The 13th International Conference on Complex Networks and their Applications, Dec 2024, Istanbul, Turkey. ⟨10.1007/978-3-031-82431-9_13⟩

Communication dans un congrès hal-04727895v1
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Temporal and Geographical Analysis of Real Economic Activities in the Bitcoin Blockchain

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

LIMBO@ECML/PKDD 2023: International workshop on LearnIng and Mining for BlOckchains, Sep 2023, Turin, Italy. ⟨10.1007/978-3-031-74643-7_17⟩

Communication dans un congrès hal-04188062v1
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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, ACM, Nov 2023, Copenhagen, Denmark. ⟨10.1145/3605768.3623544⟩

Communication dans un congrès hal-04221228v1

Pattern Analysis of Money Flows in the Bitcoin Blockchain

Natkamon Tovanich , Rémy Cazabet

NetSci 2022: International School and Conference on Network Science, Jul 2022, Shanghai, China

Communication dans un congrès hal-03898095v1
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Pattern Analysis of Money Flow in the Bitcoin Blockchain

Natkamon Tovanich , Rémy Cazabet

The 11th International Conference on Complex Networks and their Applications, Nov 2022, Palermo, Italy. pp.443-455, ⟨10.1007/978-3-031-21127-0_36⟩

Communication dans un congrès hal-03896866v1
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Visual analytics of bitcoin mining pool evolution : on the road toward stability?

Natkamon Tovanich , Nicolas Soulié , Petra Isenberg

BSC 2020-2021 - 3rd International Workshop on Blockchains and Smart Contracts held in conjunction with the 11th IFIP International Conference on New Technologies, Mobility and Security, Apr 2021, Paris, France. ⟨10.1109/NTMS49979.2021.9432675⟩

Communication dans un congrès hal-02902465v2
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An empirical analysis of pool hopping behavior in the Bitcoin blockchain

Natkamon Tovanich , Nicolas Soulié , Nicolas Heulot , Petra Isenberg

2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), IEEE Communications Society (ComSoc), May 2021, Sydney / Virtual, Australia. ⟨10.1109/ICBC51069.2021.9461118⟩

Communication dans un congrès hal-03163006v3

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

Célestin Coquidé , Rémy Cazabet , Natkamon Tovanich

Applied Network Science, 2025, 10 (1), pp.37. ⟨10.1007/s41109-025-00712-z⟩

Article dans une revue hal-05225341v1
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Fingerprinting Bitcoin entities using money flow representation learning

Natkamon Tovanich , Rémy Cazabet

Applied Network Science, 2023, 8 (1), pp.63. ⟨10.1007/s41109-023-00591-2⟩

Article dans une revue hal-04208864v1
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The evolution of mining pools and miners’ behaviors in the Bitcoin blockchain

Natkamon Tovanich , Nicolas Soulié , Nicolas Heulot , Petra Isenberg

IEEE Transactions on Network and Service Management, 2022, 19 (3), pp.3633-3644. ⟨10.1109/TNSM.2022.3159004⟩

Article dans une revue hal-03610424v1
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MiningVis: visual analytics of the Bitcoin mining economy

Natkamon Tovanich , Nicolas Soulié , Nicolas Heulot , Petra Isenberg

IEEE Transactions on Visualization and Computer Graphics, 2022, 28 (1), pp.868-878. ⟨10.1109/TVCG.2021.3114821⟩

Article dans une revue hal-03348145v1
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Gender in 30 Years of IEEE Visualization

Natkamon Tovanich , Pierre Dragicevic , Petra Isenberg

IEEE Transactions on Visualization and Computer Graphics, 2022, 28 (1), pp.497-507. ⟨10.1109/TVCG.2021.3114787⟩

Article dans une revue hal-03348149v1
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VAST 2020 Contest Challenge: GraphMatchMaker: Visual Analytics for Graph Comparison and Matching

Natkamon Tovanich , Alexis Pister , Gaëlle Richer , Paola Valdivia , Christophe Prieur et al.

IEEE Computer Graphics and Applications, 2021, 42 (4), pp.89 - 102. ⟨10.1109/mcg.2021.3091955⟩

Article dans une revue hal-03283200v1
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Visualization of Blockchain Data: A Systematic Review

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

IEEE Transactions on Visualization and Computer Graphics, 2019, 27 (7), pp.3135 - 3152. ⟨10.1109/TVCG.2019.2963018⟩

Article dans une revue hal-02426339v1