Essays about: "credit risk in banks"

Showing result 1 - 5 of 139 essays containing the words credit risk in banks.

  1. 1. Credit Card Fraud Detection by Nearest Neighbor Algorithms

    University essay from Göteborgs universitet/Institutionen för matematiska vetenskaper

    Author : Ramin Maghsood; [2023-04-13]
    Keywords : Fraud; Bank Fraud; Credit Card Fraud; Fraud Detection; Nearest Neighbor Algorithms;

    Abstract : As the usage of internet banking and online purchases have increased dramatically in today’s world, the risk of fraudulent activities and the number of fraud cases are increasing day by day. The most frequent type of bank fraud in recent years is credit card fraud which leads to huge financial losses on a global level. READ MORE

  3. 2. Explainable Artificial Intelligence and its Applications in Behavioural Credit Scoring

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Robert Iain Salter; [2023]
    Keywords : Behavioural Credit Scoring; Deep Learning; Machine Learning; Long Short-Term Memory; Default Prediction;

    Abstract : Credit scoring is critical for banks to evaluate new loan applications and monitor existing customers. Machine learning has been extensively researched for this case; however, the adoption of machine learning methods is minimal in financial risk management. READ MORE

  4. 3. Moral Hazard and Banking Risk, a Euro Area Analysis

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Emanuel Skeppås; [2023]
    Keywords : Moral Hazard; Capital regulation; Risk; Ownership Influence; Bank Charter; Profitability; Business and Economics;

    Abstract : The study investigates the effects of capital regulations on risk-taking within the Euro- zone banking sector from 2013 to 2019, specifically focusing on the impact of moral hazard stemming from bank charter value and ownership influence. Previous research suggests both bank charters and ownership influence can prompt different risk behaviours and po- tentially influence the effectiveness of capital regulations. READ MORE

  5. 4. Risky Business: The Intersection of Sustainability and Credit Risk Assessment – a Strategic Perspective

    University essay from Blekinge Tekniska Högskola/Institutionen för strategisk hållbar utveckling

    Author : Vincenzo Giunta; Emma Bäckman; Monica Elizabeth Salirwe; Jackline Kalyonge; [2023]
    Keywords : credit risk assessment; Framework for Strategic Sustainable Development; sustainability integration; sustainability challenge;

    Abstract : The imminent consequences of the deteriorating state of the socio-ecological systems pose significant challenges to the well-being of society and societal functioning. The financial sector, specifically banks, plays a crucial role in the transition toward sustainable development because they hold the financial resources and the power to allocate these resources. READ MORE

  6. 5. Credit Exposure Modelling Using Differential Machine Learning

    University essay from Lunds universitet/Matematisk statistik

    Author : Måns Karp; Samuel Wagner; [2023]
    Keywords : Counterparty credit risk; Differential machine learning; Exposure modelling; Heston model; Option pricing; Mathematics and Statistics;

    Abstract : Exposure modelling is a critical aspect of managing counterparty credit risk, and banks worldwide invest significant time and computational resources in this task. One approach to modelling exposure involves pricing trades with a counterparty in numerous potential future market scenarios. READ MORE