Characteristics of High-Risk Defaulters: An Empirical Study on the Bondora P2P Lending Platform

Y Liu, K Mona - 2025 - scholarspace.manoa.hawaii.edu
This study analyzed the characteristics of high-risk defaulters in the peer-to-peer (P2P)
lending market using data from a European-based P2P lending platform, Bondora, from …

Regularization of autoencoders for bank client profiling based on financial transactions

A Filchenkov, N Khanzhina, A Tsai, I Smetannikov - Risks, 2021 - mdpi.com
Predicting if a client is worth giving a loan—credit scoring—is one of the most essential and
popular problems in banking. Predictive models for this goal are built on the assumption that …

Context-conscious fairness throughout the machine learning lifecycle

SA Lee - 2023 - repository.cam.ac.uk
As machine learning (ML) algorithms are increasingly used to inform decisions across
domains, there has been a proliferation of literature seeking to define “fairness” narrowly as …

The new morality of debt

N Aggarwal - The 2021 Yearbook of the Digital Ethics Lab, 2022 - Springer
This chapter examines the new morality of debt in light of the rise of machine learning and
increasing datafication of lending. It argues that existing regulatory frameworks governing …

Workshop on Reviewable and Auditable Pervasive Systems (WRAPS)

C Norval, R Cloete, M Markovic, I Naja… - Adjunct Proceedings of …, 2021 - dl.acm.org
Pervasive systems are increasingly being deployed in new and innovative ways–be it in our
homes, vehicles, or public spaces. Such systems have the potential to bring a wide range of …

Texting as a language tool in academic writing: A study of EFL learners' output at Qassim University, KSA

BS Aljafen - Journal of Namibian Studies: History Politics …, 2023 - namibian-studies.com
Leaners in the EFL paradigm struggle to achieve communicative proficiency with writing
being the skill most challenging to them. However, in the technologically driven generation …