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Found 4 papers, 0 papers with code
Adaptive Multi-Strategy Market-Making Agent For Volatile Markets
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.
Causal Analysis of Generic Time Series Data Applied for Market Prediction
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 problem of financial market prediction.
Social Media Sentiment Analysis for Cryptocurrency Market Prediction
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 cryptocurrency domain as a reference.
Architecture of Automated Crypto-Finance Agent
We present the cognitive architecture of an autonomous agent for active portfolio management in decentralized finance, involving activities such as asset selection, portfolio balancing, liquidity provision, and trading.
