Machine learning to develop credit card customer churn prediction

D Al-Najjar, N Al-Rousan, H Al-Najjar - Journal of Theoretical and …, 2022 - mdpi.com
The credit card customer churn rate is the percentage of a bank's customers that stop using
that bank's services. Hence, developing a prediction model to predict the expected status for …

[PDF][PDF] Customer churn prediction using artificial neural network: An analytical CRM application

SH Iranmanesh, M Hamid, M Bastan… - Proceedings of the …, 2019 - ieomsociety.org
Customer need is the most important factor in the formation of each market and business. It
engages companies in order to meet their need by developing new products and services …

Occupational health and safety management system development: a qualitative system dynamics approach

BL AZIZI, M BASTAN, A AHAMDVAND - 2017 - sid.ir
Abstract THERE ARE EXIST UNACCEPTABLY HIGH OF OCCUPATIONAL ACCIDENTS
AND INJURIES DESPITE THE OBVIOUS BENEFITS OF LEGAL, MORAL AND FINANCIAL …

[PDF][PDF] A qualitative system dynamics approach to clinical risk management

E Zadfallah, M Bastan, A Ahmadvand - The 13th International Conference on …, 2017 - sid.ir
Medical errors are considered as one of the major challenges of the health throughout the
world system and impose many costs on society every year. The losses that caused by …

Analyzing the productivity of maintenance systems using system dynamics modeling method

E Esmaeili, H Karimian… - International Journal of …, 2019 - Springer
Achievement of industries in production and offering products depends on different factors
like having an appropriate maintenance system. This issue should be reached through the …

[PDF][PDF] Impacts of Safety Performance and Culture on Work-Related Accidents: A System Dynamics Model

H Abniki, M Bastan, E Kasiralvalad… - The 7th International …, 2017 - researchgate.net
Research shows that when investigating the causal relation between phenomena, adopting
a systematic view and assessing the feedbacks of involved variables could lead to much …

[PDF][PDF] Revenue structure of mobile banking: a system dynamics model

M Bastan, KR Ramazani, SS Delshad… - International …, 2017 - ieomsociety.org
Technology advancements during recent years have created new opportunities for offering
new banking services which might have great impacts on decreasing banks' costs and …

[PDF][PDF] Analysis of development policies in occupational health and safety management system: a system dynamics approach

M Bastan, L Azizi, S Groesser… - The 2nd IEOM …, 2018 - researchgate.net
Despite Today's bold presence of machinery and the progress of technology in societies,
human's safety, and occupational health are still under the shadow of numerous hazards. In …

[PDF][PDF] An Integrated Approach to Formulate Win-Win Strategies in Retail Banking, A Simulation-Machine Learning-Optimization Approach to Make Portfolio of Loan …

M Bastan, A Ghazizadeh, M Hamid - The 7th European Conference …, 2024 - ieomsociety.org
Effective Improvement the loan portfolio is crucial for banks as it directly influences their
profitability and overall performance. Effective Improvement allows banks to achieve greater …

[PDF][PDF] The model of chronic cardiovascular diseases growth and effective control costs management: a qualitative system dynamics approach

T Tabarzan, M Bastan, A Ahamdvand - The 13th International Conference on …, 2017 - sid.ir
Chronic diseases are the main cause of global mortality in recent decades and due to the
lack of absolute treatment and need to permanent control, Imposes high costs to the health …