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Dive into the research topics where Natkamon Tovanich is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Analysis of ego multi-token transfer networks: a multilayer approach
Coquidé, C., Cazabet, R. & Tovanich, N., 1 Dec 2025, In: Applied Network Science. 10, 1, 37.Research output: Contribution to journal › Article › peer-review
Open Access -
Decoding Decentralized Finance Transactions Through Ego Network Motif Mining
Tovanich, N., Coquidé, C. & Cazabet, R., 1 Jan 2025, Complex Networks and Their Applications XIII - Proceedings of The 13th International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2024 - Volume 2. Cherifi, H., Donduran, M., Rocha, L. M., Cherifi, C. & Varol, O. (eds.). Springer Science and Business Media Deutschland GmbH, p. 150-162 13 p. (Studies in Computational Intelligence; vol. 1188 SCI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
DeFi-Vis: Visual Analytics for Exploring Decentralized Finance Trading Activities
Napoli, E. A., Tovanich, N. & Gatteschi, V., 1 Jan 2025, 2025 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Do You Care about Your Positions? Users under Liquidation Risk in Decentralized Lending Protocol
Mu, B., Tovanich, N. & Prat, J., 1 Jan 2025, 2025 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Inside Alameda Research: A Multi-token Network Analysis
Coquidé, C., Cazabet, R. & Tovanich, N., 1 Jan 2025, Complex Networks and Their Applications XIII - Proceedings of The 13th International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2024 - Volume 2. Cherifi, H., Donduran, M., Rocha, L. M., Cherifi, C. & Varol, O. (eds.). Springer Science and Business Media Deutschland GmbH, p. 200-212 13 p. (Studies in Computational Intelligence; vol. 1188 SCI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
SoK: Unified Blockchain Data Structure
Tovanich, N., Sas, M. I., Lebrun, C., Thadthapong, M., Knottenbelt, W. J., Gaudinat, A. & Mattavelli, M., 1 Jan 2025, 2025 7th International Conference on Blockchain Computing and Applications, BCCA 2025. Institute of Electrical and Electronics Engineers Inc., p. 310-325 16 p. (2025 7th International Conference on Blockchain Computing and Applications, BCCA 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Temporal and Geographical Analysis of Real Economic Activities in the Bitcoin Blockchain
Ramos Tubino, R., Cazabet, R., Tovanich, N. & Robardet, C., 1 Jan 2025, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2023, Revised Selected Papers. Meo, R. & Silvestri, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 213-225 13 p. (Communications in Computer and Information Science; vol. 2137 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Global Taxonomy of Stablecoins
Lebrun, C., Leroux-Fankhauser, O., Tovanich, N., Vatter, T. & Gaudinat, A., 1 Jan 2024, Lecture Notes in Operations Research. Springer Nature, p. 347-357 11 p. (Lecture Notes in Operations Research; vol. 2024).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Open Access -
Contagion in Decentralized Lending Protocols: A Case Study of Compound
Tovanich, N., Kassoul, M., Weidenholzer, S. & Prat, J., 27 Nov 2023, DeFi 2023 - Proceedings of the 2023 Workshop on Decentralized Finance and Security. Association for Computing Machinery, Inc, p. 55-63 9 p. (DeFi 2023 - Proceedings of the 2023 Workshop on Decentralized Finance and Security).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Fingerprinting Bitcoin entities using money flow representation learning
Tovanich, N. & Cazabet, R., 1 Dec 2023, In: Applied Network Science. 8, 1, 63.Research output: Contribution to journal › Article › peer-review
Open Access