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Ioanna D. Constantiou

2 papers hereh-index 233.7k citations119 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.HC2

identity via Semantic Scholar / OpenAlex

most citedMachine Learning in Transaction Monitoring: The Prospect of xAI

2 citations · 2 across the 1 of their papers we have counts for

collaborators

2 papers

cs.HC2022★ 2 cited

Machine Learning in Transaction Monitoring: The Prospect of xAI

Julie Gerlings, Ioanna Constantiou

Banks hold a societal responsibility and regulatory requirements to mitigate the risk of financial crimes. Risk mitigation primarily happens through monitoring customer activity th…

cs.HC2021

Reviewing the Need for Explainable Artificial Intelligence (xAI)

Julie Gerlings, Arisa Shollo, Ioanna Constantiou

The diffusion of artificial intelligence (AI) applications in organizations and society has fueled research on explaining AI decisions. The explainable AI (xAI) field is rapidly ex…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.