Digital twin for credit card fraud detection: Opportunities, challenges, and fraud detection advancements
Credit cards are widely used for payments due to their convenience and broad acceptance.
Their popularity comes with the critical challenge of safeguarding personal and payment …
Their popularity comes with the critical challenge of safeguarding personal and payment …
Transformers in health: a systematic review on architectures for longitudinal data analysis
Transformers are state-of-the-art technology to support diverse Natural Language
Processing (NLP) tasks, such as language translation and word/sentence predictions. The …
Processing (NLP) tasks, such as language translation and word/sentence predictions. The …
Use case cards: a use case reporting framework inspired by the European AI Act
Despite recent efforts by the Artificial Intelligence (AI) community to move towards
standardised procedures for documenting models, methods, systems or datasets, there is …
standardised procedures for documenting models, methods, systems or datasets, there is …
MS-CPFI: A model-agnostic Counterfactual Perturbation Feature Importance algorithm for interpreting black-box Multi-State models
A Cottin, M Zulian, N Pécuchet, A Guilloux… - Artificial Intelligence in …, 2024 - Elsevier
Abstract Multi-state processes (Webster, 2019) are commonly used to model the complex
clinical evolution of diseases where patients progress through different states. In recent …
clinical evolution of diseases where patients progress through different states. In recent …
Managing the race to the moon: Global policy and governance in Artificial Intelligence regulation—A contemporary overview and an analysis of socioeconomic …
Y Walter - Discover Artificial Intelligence, 2024 - Springer
This paper delves into the complexities of global AI regulation and governance,
emphasizing the socio-economic repercussions of rapid AI development. It scrutinizes the …
emphasizing the socio-economic repercussions of rapid AI development. It scrutinizes the …
Considerations on the regulation of AI systems in the financial sector by the AI Act
G Mazzini, F Bagni - Frontiers in Artificial Intelligence, 2023 - frontiersin.org
The proposal for the Artificial Intelligence regulation in the EU (AI Act) is a horizontal legal
instrument that aims to regulate, according to a tailored risk-based approach, the …
instrument that aims to regulate, according to a tailored risk-based approach, the …
AI is Entering Regulated Territory: Understanding the Supervisors' Perspective for Model Justifiability in Financial Crime Detection
Artificial intelligence (AI) has the potential to bring significant benefits to highly regulated
industries such as healthcare or banking. Adoption, however, remains low. AI's entry into …
industries such as healthcare or banking. Adoption, however, remains low. AI's entry into …
Regulating Explainability in Machine Learning Applications--Observations from a Policy Design Experiment
N Nahar, J Rowlett, M Bray, ZA Omar… - The 2024 ACM …, 2024 - dl.acm.org
With the rise of artificial intelligence (AI), concerns about AI applications causing unforeseen
harms to safety, privacy, security, and fairness are intensifying. While attempts to create …
harms to safety, privacy, security, and fairness are intensifying. While attempts to create …
Transparent AI Disclosure Obligations: Who, What, When, Where, Why, How
Advances in Generative Artificial Intelligence (AI) are resulting in AI-generated media output
that is (nearly) indistinguishable from human-created content. This can drastically impact …
that is (nearly) indistinguishable from human-created content. This can drastically impact …
Explaining learning to rank methods to improve them
A Veneri - Proceedings of the 32nd ACM International …, 2023 - dl.acm.org
State-of-the-art methods for Learning to Rank (LtR), either designed for tabular or textual
data, are incredibly complex. Increasing the complexity of the models has many drawbacks …
data, are incredibly complex. Increasing the complexity of the models has many drawbacks …