14 citations · 15 across the 3 of their papers we have counts for
4 papers
Adaptive Multi-Strategy Market-Making Agent For Volatile Markets
Ali Raheman, Anton Kolonin, Alexey Glushchenko +2
Crypto-currency market uncertainty drives the need to find adaptive solutions to maximise gain or at least to avoid loss throughout the periods of trading activity. Given the high…
Causal Analysis of Generic Time Series Data Applied for Market Prediction
Anton Kolonin, Ali Raheman, Mukul Vishwas +3
We explore the applicability of the causal analysis based on temporally shifted (lagged) Pearson correlation applied to diverse time series of different natures in context of the p…
Social Media Sentiment Analysis for Cryptocurrency Market Prediction
Ali Raheman, Anton Kolonin, Igors Fridkins +2
In this paper, we explore the usability of different natural language processing models for the sentiment analysis of social media applied to financial market prediction, using the…
Architecture of Automated Crypto-Finance Agent
Ali Raheman, Anton Kolonin, Ben Goertzel +2
We present the cognitive architecture of an autonomous agent for active portfolio management in decentralized finance, involving activities such as asset selection, portfolio balan…