4 papers
FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning
Jingfeng Chen, Wanlin Deng, Dangxing Chen +1
Machine learning is critical for innovation and efficiency in financial markets, offering predictive models and data-driven decision-making. However, challenges such as missing dat…
A Treatment of EIP-1559: Enhancing Transaction Fee Mechanism through Nth-Price Auction
Kun Li, Guangpeng Qi, Guangyong Shang +3
With the widespread adoption of blockchain technology, the transaction fee mechanism (TFM) in blockchain systems has become a prominent research topic. An ideal TFM should satisfy…
Trust Dynamics in Cryptocurrency Markets: Centralized vs. Decentralized Exchanges
Xintong Wu, Wanlin Deng, Yutong Quan +2
Trust mechanisms diverge between centralized and decentralized exchanges, representing distinct sociotechnical governance paradigms. However, quantifying trust dynamics and their r…
Decoding Social Sentiment in DAO: A Comparative Analysis of Blockchain Governance Communities
Yutong Quan, Xintong Wu, Wanlin Deng +1
Blockchain technology is leading a revolutionary transformation across diverse industries, with effective governance being critical for the success and sustainability of blockchain…