0000000001067052

AUTHOR

Jan Erik Modal

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Towards Responsible AI for Financial Transactions

2020

Author's accepted manuscript. © 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The application of AI in finance is increasingly dependent on the principles of responsible AI. These principles-explainability, fairness, privacy, accountability, transparency and soundness form the basis for trust in future AI systems. In this empirical study, we address the first p…

FOS: Computer and information sciencesComputer Science - Machine LearningComputer scienceComputer Science - Artificial IntelligenceDecision tree02 engineering and technologyMachine learningcomputer.software_genreMachine Learning (cs.LG)Empirical research020204 information systems0202 electrical engineering electronic engineering information engineeringRobustness (economics)Categorical variableVDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550Soundnessbusiness.industryDocument clusteringTransparency (behavior)ComputingMethodologies_PATTERNRECOGNITIONArtificial Intelligence (cs.AI)Financial transaction020201 artificial intelligence & image processingArtificial intelligencebusinesscomputer
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