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Disorder unleashes panic in bitcoin dynamics
Journal of Physics: Complexity, 2023 The behaviour of Bitcoin owners is reflected in the structure and the number of bitcoin transactions encoded in the Blockchain. Likewise, the behaviour of Bitcoin traders is reflected in the formation of bullish and bearish trends in the crypto market ...
Marco Alberto Javarone +5 more
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Bitcoin Covenants Unchained [PDF]
, 2020 Covenants are linguistic primitives that extend the Bitcoin script language, allowing transactions to constrain the scripts of the redeeming ones. Advocated as a way of improving the expressiveness of Bitcoin contracts while preserving the simplicity of the UTXO design, various forms of covenants have been proposed over the years.
Bartoletti M., Lande S., Zunino R.
openaire +4 more sources
Boom, Bust, and Bitcoin: Bitcoin-Bubbles as Innovation Accelerators [PDF]
Journal of Economic Issues, 2020 Bitcoin represents one of the most interesting technological breakthroughs and socio-economic experiments of the last decades. In this paper, we examine the role of speculative bubbles in the process of Bitcoin's technological adoption by analyzing its social dynamics. We trace Bitcoin's genesis and dissect the nature of its techno-economic innovation.
Didier Sornette, Tobias Huber
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A Petri Nets Model for Blockchain Analysis
, 2017 A Blockchain is a global shared infrastructure where cryptocurrency transactions among addresses are recorded, validated and made publicly available in a peer- to-peer network. To date the best known and important cryptocurrency is the bitcoin.
Marchesi, Michele +3 more
core +1 more source
On the inefficiency of Bitcoin [PDF]
Economics Letters, 2017 Abstract Urquhart (2016) investigated the market efficiency of Bitcoin by means of five different tests on Bitcoin returns. It was concluded that the Bitcoin returns do not satisfy the efficient market hypothesis. We show here that a simple power transformation of the Bitcoin returns do satisfy the hypothesis through the use of eight different tests.
Saralees Nadarajah, Jeffrey Chu
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Sustainability of bitcoin and blockchains [PDF]
Current Opinion in Environmental Sustainability, 2017 Bitcoin is an electronic currency that has become increasingly popular since its introduction in 2008. Transactions in the bitcoin system are stored in a public transaction ledger (‘the blockchain’), which is stored in a decentralized, peer-to-peer network. Bitcoin provides decentralized currency issuance and transaction clearance.
Harald Vranken, Harald Vranken
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Frontiers in Physics, 2021 Cryptocurrency has become a new venue for money laundering. Bitcoin mixing services deliberately obfuscate the relationship between senders and recipients, making it difficult to trace suspicious money flow.
Mingdong Liu, Hu Chen, Jiaqi Yan
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Examining Heterogeneity Structured on a Large Data Volume with Minimal Incompleteness
ARO-The Scientific Journal of Koya University, 2021 While Big Data analytics can provide a variety of benefits, processing heterogeneous data comes with its own set of limitations. A transaction pattern must be studied independently while working with Bitcoin data, this study examines twitter data related
Nahla Aljojo
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Advanced Intelligent Systems, EarlyView.This paper presents a novel Multi‐Distance Spatial‐Temporal Graph Neural Network for detecting anomalies in blockchain transactions. The model combines multi‐distance graph convolutions with adaptive temporal modeling to capture complex patterns in anonymized cryptocurrency networks.
Shiyang Chen +4 more
wiley +1 more source