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17 articles for “Banking Performance”
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Research ArticleOpen accessIn the keywordsBack to Basics in the Importance of Market Orientation and Corporate Strategy to Bank Performances in IndonesiaYunisyaaf Yunizal ArifThis study was to see market orientation and corporate strategy to Bank performance, specifically product sales development, financial performance growth and market share growth in Indonesia. Unit analysis surveyed was a twelve (12) public listed commercial bank with the flexibility in the product offered and geographic coverage belongs to the group of BUKU III and BUKU IV under the Bank … …American Journal of Economics and Business Administration, Vol. 11, Issue 1 · 24 Dec 2019 · 7,133 accessesView PDFCite
Research ArticleOpen accessIn the abstractComparative Analysis of Fraud Detection Methods in Banking Using Machine Learning TechniquesYoussef Tounsi, Ennouri TaziFraud detection in banking requires algorithms that balance classification performance, computational efficiency, and regulatory interpretability, criteria that are rarely benchmarked together. We present a comprehensive evaluation of nine machine learning approaches (Logistic Regression, Decision Tree, Random Forest, SVM, SGD, XGBoost, CatBoost, LightGBM, and MLP) across three datasets differing in size, imbalance severity, and feature type (synthetic, real-world PCA-anonymized, and large-scale … …Journal of Computer Science, Vol. 22, Issue 6 · 22 Jun 2026 · 1,341 accessesView PDFCite
Research ArticleOpen accessIn the abstractAn Application of the UTAUT Model to Investigate User Acceptance of Facial Recognition Technology in Mobile Banking: A Case Study from ThailandKriangsak Chanthinok, Radyan Dananjoyo, Palan JantarajaturapathThis research examines the determinants affecting consumers' willingness to embrace facial recognition technology for mobile payments in Thailand. Utilizing the Unified Theory of Acceptance and Use of Technology (UTAUT), the study incorporates eight fundamental constructs: Performance expectancy, effort expectancy, social influence, facilitating conditions, perceived ease of use, perceived usefulness, attitude toward use, and intention to utilize facial recognition. Furthermore, demographic … …Journal of Computer Science, Vol. 22, Issue 4 · 16 Apr 2026 · 1,629 accessesView PDFCite
Research ArticleOpen accessIn the abstractSales Forecasting Models: Comparison between ARIMA, LSTM and ProphetDmitry BrykinSales forecasting is crucial for business planning and resource allocation. Data-driven approaches have become popular in this field. This study compares the performance of three forecasting models: Autoregressive Integrated Moving Average (ARIMA), Long Short-Term Memory (LSTM) and Prophet within the context of specific sales categories derived from acquiring data provided by a bank. This study uses a time series dataset … …Journal of Computer Science, Vol. 20, Issue 10 · 1 Aug 2024 · 7,981 accessesView PDFCite
Research ArticleOpen accessIn the abstractOptimization of Multi-Layer Perceptron in Ensemble Using Random Search for Bankruptcy PredictionBambang Siswoyo, Zuraida Abal Abas, Ahmad Naim Che Pee et al.A corporation is in financial trouble if it has money problems but has yet to be bankrupt. Companies' financial woes must be identified early to implement various bankruptcy avoidance strategies. This study discusses the optimization of the multi-layer perceptron ensemble stacking classifier hyperparameter by majority voting as a methodology for constructing a classification model for bankruptcy prediction (MLP-STM). The primary … …Journal of Computer Science, Vol. 19, Issue 2 · 5 Feb 2023 · 7,229 accessesView PDFCite
Research ArticleOpen accessIn the abstractChallenges and Opportunities of Growing Performance of Online Animal Selling in Bangladesh During COVID-19 SituationMd. Shahnur Azad Chowdhury, Md. Shahidul Islam, A. M. Shahabuddin et al.Online animal transaction has become a popular growing technique in the COVID-19 pandemic situation in Bangladesh. The purpose of the study is to evaluate the function of physical, socio-religious, and marketing challenges that accelerated online animal selling in the pandemic situation. Using stratified random sampling in randomized block design, a response to a survey questionnaire has been collected from 200 … …Journal of Computer Science, Vol. 18, Issue 6 · 1 Jul 2022 · 6,526 accessesView PDFCite
Research ArticleOpen accessIn the abstractComparison of Multiple Linear Regression and Neural Network Models in Bank Performance Prediction in BotswanaHassan Kablay, Victor GumboBank performance is critical to the banking sector and the economy as a whole. In this study, Multiple Linear Regression (MLR) technique and feed forward Neural Network (NN) are used to predict the performance of 11 banks in Botswana. Return on Assets (RoA) is used as the dependent variable, while management quality, credit risk, liquidity, financial leverage and capital adequacy … …Journal of Mathematics and Statistics, Vol. 17, Issue 1 · 10 Jan 2022 · 6,465 accessesView PDFCite
Research ArticleOpen accessIn the abstractThe Role of Six Sigma Approach by Applying (DMAIC) Model and Forming Work Team in Improving Banks Performance: A Survey Study in Syrian Banks in DamascusMohamad Abdulrahman QutaitBanking systems face many changes and challenges that require the application of new performance management and improvement concepts and an attempt to achieve excellence. Six Sigma is one of the best methodologies that can help in this regard because it can be used to improve the performance of banks and reduce defects in their operations. This study aimed to highlight … …Journal of Social Sciences, Vol. 14, Issue 1 · 24 Aug 2018 · 10,091 accessesView PDFCite
Research ArticleOpen accessIn the abstractThe Impact Dimensions of Service Quality on the Acceptance Usage of Internet Banking Information SystemsLaith T. KhraisNowadays, banking transactions are one of the most important daily services that fulfill a society needs. The broadly growth of information technology usage pushed banking institutions to embrace advanced technology to launch new electronic services. Internet technology has influenced the banking practicability because of its capability to enhance performance of financial operations. A major concern of Internet banking systems is … …American Journal of Applied Sciences, Vol. 15, Issue 4 · 7 Apr 2018 · 8,365 accessesView PDFCite
Research ArticleOpen accessIn the abstractSmart-EIS: An End to End Enterprise Information Systems FrameworkJalal Kiswani, Muhanna Muhanna, Abdallah QusefEnterprise Information Systems (EIS) are widely and extensively used in many domains such as banking, telecommunication, e-commerce and government. Although several research studies and investigations were performed that explore the importance of EIS, only a few studies have focused on effective and efficient end-to-end approaches to developing such systems. In this article, a proposed software development framework (Smart-EIS) is presented. … …Journal of Computer Science, Vol. 14, Issue 12 · 24 Dec 2018 · 7,557 accessesView PDFCite