Reference health
Decentralized Finance (DeFi) and AI: Innovations at the Intersection of Blockchain and Artificial Intelligence
14/14 checkable references clean · checked 2026-08-03
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.
44 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.
The 14 checked references that resolve
resolves10.1109/ACCESS.2018.2870052
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
resolves10.1016/j.eswa.2017.06.023
An adaptive portfolio trading system: A risk-return portfolio optimization using recurrent reinforcement learning with expected maximum drawdown
resolves10.1108/IMDS-08-2018-0368
Artificial Intelligence in FinTech: understanding robo-advisors adoption among customers
resolves10.1016/j.omega.2018.08.004
Optimal pricing in mass customization supply chains with risk-averse agents and retail competition
resolves10.1016/j.jnca.2020.102857
Survey on blockchain based smart contracts: Applications, opportunities and challenges
resolves10.1007/978-3-319-95999-3_20
Robo-Advisory: Opportunities and Risks for the Future of Financial Advisory
resolves10.1080/13600834.2018.1488659
Artificial intelligence and augmented intelligence collaboration: regaining trust and confidence in the financial sector
resolves10.1109/IIAI-AAI.2019.00023
What is Stablecoin?: A Survey on Price Stabilization Mechanisms for Decentralized Payment Systems
The 44 references without a DOI — listed, not checked
no DOI — not checkedBlockchain-based IoT: Integration, Challenges and Future Prospects for Decentralized Finance (DeFi) Systems
no DOI — not checkedDeFi-ning DeFi: Challenges & Pathway
no DOI — not checkedref6
no DOI — not checkedref7
no DOI — not checkedref8
no DOI — not checkedA comparative survey of artificial intelligence applications in finance: Artificial neural networks, expert system, and hybrid intelligent systems
no DOI — not checkedNon-Fungible Tokens (NFTs) and the Future of Finance
no DOI — not checkedref12
no DOI — not checkedOn the performance of cryptocurrency funds
no DOI — not checkedBlockchain-Based Risk Management for Decentralized Finance
no DOI — not checkedref15
no DOI — not checkedref16
no DOI — not checkedref17
no DOI — not checkedThe regulatory challenges and risks of decentralised finance: a systematic review
no DOI — not checkedAI in finance: A review
no DOI — not checkedref21
no DOI — not checkedDecentralized learning for crosssilo federated learning
no DOI — not checkedref24
no DOI — not checkedLibra: The known unknowns and unknown unknowns
no DOI — not checkedFair AI
no DOI — not checkedref28
no DOI — not checkedAn artificial intelligence model to predict default in credit operations
no DOI — not checkedAI Meets Decentralized Finance: Opportunities, Challenges and Solutions
no DOI — not checkedThe decentralized financial crisis
no DOI — not checkedExploring cyber security issues for DeFi-based blockchain with network intrusion detection and pattern recognition
no DOI — not checkedA deep reinforcement learning framework for pairs trading
no DOI — not checkedChallenges and Solutions to Decentralized Finance (DeFi)
no DOI — not checkedref37
no DOI — not checkedref38
no DOI — not checkedBridges Between Islands: Cross-Chain Technology for Distributed Ledger Technology
no DOI — not checkedref41
no DOI — not checkedref43
no DOI — not checkedref44
no DOI — not checkedFintech investments in European banks: A multi-criteria decision making approach
no DOI — not checkedref46
no DOI — not checkedMachine learning in banking risk management: A literature review
no DOI — not checkedref48
no DOI — not checkedref49
no DOI — not checkedref50
no DOI — not checkedref51
no DOI — not checkedIoTFi: Towards Decentralized Finance (DeFi) for IoT Data Trading in Industrial CPS
no DOI — not checkedZero-Knowledge Proofs for Decentralized Finance
no DOI — not checkedDecentralized Finance and AI for Accessible Lending: A Case Study of Compound
no DOI — not checkedref58
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