paper-with-me

Papers

Artificial intelligence-based blockchain-driven financial default prediction

2024-09-27 · Junjun Huang

With the rapid development of technology, blockchain and artificial intelligence technology are playing a huge role in all walks of life. In the financial sector, blockchain solves many security problems in data storage and management in traditional systems with its advantages of decentralization and security. And artificial intelligence has huge advantages in financial forecasting and risk management through its powerful algorithmic modeling capabilities. In financial default prediction using blockchain and artificial intelligence technology is a very powerful application. Blockchain technology guarantees the credibility of data and consistency on all nodes, and machine learning builds a high-level default prediction model through detailed analysis of big data. This study offers financial institutions new thoughts on financial technology in terms of credit risk mitigation and financial system stabilization.

📄 PDF Abstract BibTeX arXiv:2410.00044

Code (0)

등록된 구현이 없습니다.

Tasks

ManagementPrediction

Similar Papers 제목 키워드 기반

Machine Learning in/for Blockchain: Future and Challenges

2019-09-12 · Fang Chen, Hong Wan, Hua Cai, Guang Cheng

Machine learning and blockchain are two of the most noticeable technologies in recent years. The first one is the foundation of artificial intelligence and big data, and the second one has significantly disrupted the fin…

BIG-bench Machine LearningReinforcement Learning

Blockchain Intelligence: When Blockchain Meets Artificial Intelligence

2019-12-11 · Zibin Zheng, Hong-Ning Dai, Jiajing Wu

Blockchain is gaining extensive attention due to its provision of secure and decentralized resource sharing manner. However, the incumbent blockchain systems also suffer from a number of challenges in operational mainten…

FinBrain: When Finance Meets AI 2.0

2018-08-26 · Xiaolin Zheng, Mengying Zhu, Qibing Li, Chaochao Chen 외

Artificial intelligence (AI) is the core technology of technological revolution and industrial transformation. As one of the new intelligent needs in the AI 2.0 era, financial intelligence has elicited much attention fro…

Decision MakingManagement

Decentralized & Collaborative AI on Blockchain

2019-07-16 · Justin D. Harris, Bo Waggoner

Machine learning has recently enabled large advances in artificial intelligence, but these tend to be highly centralized. The large datasets required are generally proprietary; predictions are often sold on a per-query b…

Recommendation Systems

Fairness Assessment for Artificial Intelligence in Financial Industry

2019-12-16 · Yukun Zhang, Longsheng Zhou

Artificial Intelligence (AI) is an important driving force for the development and transformation of the financial industry. However, with the fast-evolving AI technology and application, unintentional bias, insufficient…

Fairness