Risk-return modelling in the p2p lending market: Trends, gaps, recommendations and future directions

MJ Ariza-Garzón, MJ Segovia-Vargas… - … Commerce Research and …, 2021 - Elsevier
Abstract Peer-to-peer (P2P) lending is a market with significant growth in recent years. We
review the academic literature published during the last decade on P2P lending to identify …

Explainability of a machine learning granting scoring model in peer-to-peer lending

MJ Ariza-Garzón, J Arroyo, A Caparrini… - Ieee …, 2020 - ieeexplore.ieee.org
Peer-to-peer (P2P) lending demands effective and explainable credit risk models. Typical
machine learning algorithms offer high prediction performance, but most of them lack …

An optimized BP neural network model for teaching management evaluation

XS Yang, JJ Zhou, DQ Wen - Journal of Intelligent & Fuzzy …, 2021 - content.iospress.com
To improve the effectiveness and intelligence of university teaching management
evaluation, the particle swarm optimization BP neural network algorithm is applied to the …

Prediction of financial crisis based on machine learning

H Junyu - 2020 The 4th International Conference on Business …, 2020 - dl.acm.org
The financial crisis is an inevitable catastrophic event in the operation of the entire capital
market. And it may cause significant losses to the entire market. So as individuals, if they can …

Análisis de determinantes y gestión de riesgos en crowdfunding de préstamos entre pares

REF Cortes, JAV Salaza - Desarrollo Gerencial, 2023 - dialnet.unirioja.es
El objetivo de este estudio fue analizar la tendencia en investigación sobre los
determinantes y gestión de riesgos en crowdfunding de préstamos P2P, con el fin de …

Clothing sales forecast based on arima-bp neural network combination model

S Yu, H Dong, Y Chen, Z He… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Clothing sales forecast can help clothing producers and sellers to make reasonable plans.
Considering that there are linear and non-linear factors in the clothing sales data, it is …

[HTML][HTML] 公路物流公共信息平台信用判别与风险防范研究

刘帅, 唐伯明, 刘松 - 公路交通科技, 2018 - html.rhhz.net
为了有效识别与防范公路物流公共信息平台的信用风险, 本研究在系统分析公路物流需求方,
物流供应方以及公共信息平台之间相互影响和作用机制基础上, 构建了公路物流公共信息平台 …

Beyond Income: The Complexities of Credit Risk in Developing Countries

BP Nartey Menzo, D Mogre, S Asuamah Yeboah - 2024 - mpra.ub.uni-muenchen.de
This paper investigates the complex interplay of factors contributing to credit risk in
developing countries. Focusing on borrower characteristics, we examine the interconnected …

[PDF][PDF] of Thesis: Explainable Credit Risk Scoring in P2P Lending

R YADAV - assessment, 2022 - is.muni.cz
Credit risk arises when a lender or client in a debt agreement fails to make the required
instalment. Major advancements in credit risk intelligence have been made in the last …

Explainable Credit Risk Scoring in P2P Lending

R Yadav - 2022 - is.muni.cz
Anotace Credit risk arises when a lender or client in a debt agreement fails to make the
required instalment. Major advancements in credit risk intelligence have been made in the …