activity
20172023
most citedAnticipating cryptocurrency prices using machine learning

238 citations · 547 across the 7 of their papers we have counts for

collaborators

7 papers

physics.soc-ph2023

Identifying key players in dark web marketplaces

Elohim Fonseca dos Reis, Alexander Teytelboym, Abeer ElBahraw +2

Dark web marketplaces have been a significant outlet for illicit trade, serving millions of users worldwide for over a decade. However, not all users are the same. This paper aims…

physics.soc-ph2021

Macroscopic properties of buyer-seller networks in online marketplaces

Alberto Bracci, Jörn Boehnke, Abeer ElBahrawy +3

Online marketplaces are the main engines of legal and illegal e-commerce, yet their empirical properties are poorly understood due to the absence of large-scale data. We analyze tw…

physics.soc-ph2021★ 20 cited

Emergence and structure of decentralised trade networks around dark web marketplaces

Matthieu Nadini, Alberto Bracci, Abeer ElBahrawy +3

Dark web marketplaces (DWMs) are online platforms that facilitate illicit trade among millions of users generating billions of dollars in annual revenue. Recently, two interview-ba…

cs.CY2019★ 67 cited

Collective Dynamics of Dark Web Marketplaces

Abeer ElBahrawy, Laura Alessandretti, Leonid Rusnac +3

Dark markets are commercial websites that use Bitcoin to sell or broker transactions involving drugs, weapons, and other illicit goods. Being illegal, they do not offer any user pr…

physics.soc-ph2019★ 18 cited

Wikipedia and Digital Currencies: Interplay Between Collective Attention and Market Performance

Abeer ElBahrawy, Laura Alessandretti, Andrea Baronchelli

The production and consumption of information about Bitcoin and other digital-, or 'crypto'-, currencies have grown together with their market capitalisation. However, a systematic…

physics.soc-ph2018★ 238 cited

Anticipating cryptocurrency prices using machine learning

Laura Alessandretti, Abeer ElBahrawy, Luca Maria Aiello +1

Machine learning and AI-assisted trading have attracted growing interest for the past few years. Here, we use this approach to test the hypothesis that the inefficiency of the cryp…

physics.soc-ph2017★ 204 cited

Evolutionary dynamics of the cryptocurrency market

Abeer ElBahrawy, Laura Alessandretti, Anne Kandler +2

The cryptocurrency market surpassed the barrier of $100 billion market capitalization in June 2017, after months of steady growth. Despite its increasing relevance in the financia…