Essays about: "performance of private banking"

Showing result 1 - 5 of 12 essays containing the words performance of private banking.

  1. 1. RNN-based Graph Neural Network for Credit Load Application leveraging Rejected Customer Cases

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Oskar Nilsson; Benjamin Lilje; [2023]
    Keywords : Machine Learning; Deep Learning; Reject Inference; GNN; GCN; Graph Neural Networks; RNN; Recursive Neural Network; LSTM; Semi-Supervised Learning; Encoding; Decoding; Feature Elimination;

    Abstract : Machine learning plays a vital role in preventing financial losses within the banking industry, and still, a lot of state of the art and industry-standard approaches within the field neglect rejected customer information and the potential information that they hold to detect similar risk behavior.This thesis explores the possibility of including this information during training and utilizing transactional history through an LSTM to improve the detection of defaults. READ MORE

  3. 2. Impact of sustainable investment on the financial performance. : Evidence from Pakistani banking sector

    University essay from Linnéuniversitetet/Institutionen för management (MAN)

    Author : Nnenna Onuselogu; Anees Shahzad; [2023]
    Keywords : Sustainable Investment; Financial Performance; Sustainability; Performance of Banks.;

    Abstract : This study explores how sustainable investment, which includes social, economic,and environmental sustainability, affects financial performance in Pakistan'sbanking sector. The study evaluates financial performance using ROA, ROE, NIM,and EPS using secondary data from 26 public and private banks' consolidatedfinancial statements from 2013 through 2022. READ MORE

  4. 3. Machine Learning in Banking : Exploring the feasibility of using consumer level bank transaction data for credit risk evaluation

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Thim Lohse; [2019]
    Keywords : ;

    Abstract : The financial industry is changing rapidly as a result of the increasing digitization of financial and economic resources and services. With a continuous increase in online payments and decrease in the usage of physical currency a new data source of fine-grained payment activities describing consumer behaviour has emerged. READ MORE

  5. 4. Information visualization as an interactive business intelligence tool for improved management and self-assessment of financial brokers in private banking

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Petter Tasola Kullander; [2019]
    Keywords : Information Visualization; Interaction; Business Intelligence; Business Process Management; Management; Private Banking; Transaction Data;

    Abstract : With an increase in storage capacity, many organizations strive to collect as much data as possible. The data can then be aggregated and visualized in order to provide a strategic advantage, commonly referred to as Business Intelligence (BI). READ MORE

  6. 5. Bank ownership and performance in China: some further evidence

    University essay from Lunds universitet/Ekonomisk-historiska institutionen

    Author : Mattia Marigliano; [2017]
    Keywords : banking sector; China; panel data; ownership; performance.; Business and Economics;

    Abstract : China has recently completed an important part of the reform process of its banking system partially privatising its major Commercial banks with both domestic and foreign capital. This paper investigates the effect of different ownership structures to banks’ economic performance, using a panel data analysis of 57 banks over the 2000-2016 period. READ MORE