Search Results - "Tovanich, Natkamon"

Visualization of Blockchain Data: A Systematic Review by Tovanich, Natkamon, Heulot, Nicolas, Fekete, Jean-Daniel, Isenberg, Petra

“…We present a systematic review of visual analytics tools used for the analysis of blockchains-related data. The blockchain concept has recently received…”
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Fingerprinting Bitcoin entities using money flow representation learning by Tovanich, Natkamon, Cazabet, Rémy

“…Deanonymization is one of the major research challenges in the Bitcoin blockchain, as entities are pseudonymous and cannot be identified from the on-chain…”
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Inferring psychological traits from spending categories and dynamic consumption patterns by Tovanich, Natkamon, Centellegher, Simone, Bennacer Seghouani, Nacéra, Gladstone, Joe, Matz, Sandra, Lepri, Bruno

“…In recent years there has been a growing interest in analyzing human behavioral data generated by new technologies. One type of digital footprint that is…”
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Gender in 30 Years of IEEE Visualization by Tovanich, Natkamon, Dragicevic, Pierre, Isenberg, Petra

“…We present an exploratory analysis of gender representation among the authors, committee members, and award winners at the IEEE Visualization (VIS) conference…”
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MiningVis: Visual Analytics of the Bitcoin Mining Economy by Tovanich, Natkamon, Soulie, Nicolas, Heulot, Nicolas, Isenberg, Petra

“…We present a visual analytics tool, MiningVis, to explore the long-term historical evolution and dynamics of the Bitcoin mining ecosystem. Bitcoin is a…”
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The Evolution of Mining Pools and Miners' Behaviors in the Bitcoin Blockchain by Tovanich, Natkamon, Soulie, Nicolas, Heulot, Nicolas, Isenberg, Petra

“…We analyzed 23 mining pools and explore the mobility of miners throughout Bitcoin's history. Mining pools have emerged as major players to ensure that the…”
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Pattern Analysis of Money Flow in the Bitcoin Blockchain by Tovanich, Natkamon, Cazabet, Rémy

“…Bitcoin is the first and highest valued cryptocurrency that stores transactions in a publicly distributed ledger called the blockchain. Understanding the…”
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Inside Alameda Research: A Multi-Token Network Analysis by Coquidé, Célestin, Cazabet, Rémy, Tovanich, Natkamon

“…We analyze the token transfer network on Ethereum, focusing on accounts associated with Alameda Research, a cryptocurrency trading firm implicated in the…”
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Decoding Decentralized Finance Transactions through Ego Network Motif Mining by Tovanich, Natkamon, Coquidé, Célestin, Cazabet, Rémy

“…Decentralized Finance (DeFi) is increasingly studied and adopted for its potential to provide accessible and transparent financial services. Analyzing how…”
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An Empirical Analysis of Pool Hopping Behavior in the Bitcoin Blockchain by Tovanich, Natkamon, Soulie, Nicolas, Heulot, Nicolas, Isenberg, Petra

“…We provide an empirical analysis of pool hopping behavior among 15 mining pools throughout Bitcoin's history. Mining pools have emerged as major players to…”
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Temporal and Geographical Analysis of Real Economic Activities in the Bitcoin Blockchain by Tubino, Rafael Ramos, Cazabet, Remy, Tovanich, Natkamon, Robardet, Celine

“…We study the real economic activity in the Bitcoin blockchain that involves transactions from/to retail users rather than between organizations such as…”
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Visual Analytics of Bitcoin Mining Pool Evolution: On the Road Toward Stability? by Tovanich, Natkamon, Soulie, Nicolas, Isenberg, Petra

“…We present our work on visual analytics tools to support the analysis of Bitcoin mining pool evolution. Mining blocks are a critical component of the Bitcoin…”
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Interactive Demo: Visualization for Bitcoin Mining Pools Analysis by Tovanich, Natkamon, Soulie, Nicolas, Heulot, Nicolas, Isenberg, Petra

“…We demonstrate an interactive visualization tool to analyze Bitcoin mining pools. The tool allows analysts to see the evolution of mining pools distribution…”
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VAST 2020 Contest Challenge: GraphMatchMaker-Visual Analytics for Graph Comparison and Matching by Tovanich, Natkamon, Pister, Alexis, Richer, Gaelle, Valdivia, Paola, Prieur, Christophe, Fekete, Jean-Daniel, Isenberg, Petra

“…We report on the process and design of our visual analytics graph analysis challenge winning entry. Specifically, our team addressed the IEEE VAST 2020…”
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