Prediction of employee promotion using hybrid sampling method with machine learning architecture

S Shafie, PO Soek, WK Khai - Malaysian Journal of Computing …, 2023 - ir.uitm.edu.my
Employee promotion plays an important role in an organization. It aids to inspire employees
to grow and develop their skills, thus increase employee loyalty and reduce the turnover …

Employee promotion prediction by using machine learning algorithms for imbalanced dataset

K Şahinbaş - 2022 2nd International Conference on Computing …, 2022 - ieeexplore.ieee.org
Promotion processes are one of the most important processes in terms of human resources.
A promotion process organized fairly within the organization is a managerial tool that …

Analysis and Prediction of Employee Promotions Using Machine Learning

FA Alqahtani, A Almaleh - 2022 5th International Conference …, 2022 - ieeexplore.ieee.org
Predicting employee performance is essential for organizations. The success or failure of a
company often depends upon the competence of its employees, so CEOs and managers …

Machine Learning Application on Employee‎ Promotion

M Ilwani, G Nassreddine… - Mesopotamian …, 2023 - journals.mesopotamian.press
Any company's most valuable asset, its workforce, is its employees. As a result, the
company's primary goal should be to develop an excellent strategy for supporting and …

Machine Learning Algorithms for Unbalanced Dataset Promotion Prediction for Employees

S Kediya, T Somnathe, A Surya, N Garg… - … Security and Artificial …, 2023 - ieeexplore.ieee.org
The practice of giving and accepting promotions is one of the most important in human
resources. Management can keep morale and productivity high with the use of a merit …

Employee attrition prediction for imbalanced data using genetic algorithm-based parameter optimization of XGB Classifier

K Konar, S Das, S Das - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Attrition of employees is vital for any organization as it significantly influences productivity
and hampers the long-term growth strategies of the organization. Since employee attrition …

Promotion classification using DecisionTree and principal component analysis

T Kaewwiset, P Temdee - 2022 Joint International Conference …, 2022 - ieeexplore.ieee.org
The goal of human resource management is to support the employee to higher position
promotion and improve their work performance. The key process for performance evaluation …

Employee turnover prediction using machine learning

L Alaskar, M Crane, M Alduailij - … in Data Science, Cyber Security and IT …, 2019 - Springer
High employee turnover is a common problem that can affect organizational performance
and growth. The ability to predict employee turnover would be an invaluable tool for any …

Employee turnover prediction system

M Jhaver, Y Gupta, AK Mishra - 2019 4th International …, 2019 - ieeexplore.ieee.org
Employee turnover has been recognized as a main problem for industries due to its contrary
influence on work place throughput and long term development tactics. To resolve this issue …

Employee Attrition Prediction Using Feature Selection with Information Gain and Random Forest Classification

SF Sari, KM Lhaksmana - Journal of Computer System and …, 2022 - ejurnal.seminar-id.com
Employee attrition is the loss of employees in a company caused by several factors, namely
employees resigning, retiring, or other factors. Employee attrition of employees can have a …