Machine learning based attrition prediction
AN Ray, J Sanyal - 2019 Global Conference for Advancement …, 2019 - ieeexplore.ieee.org
The use of machine learning techniques and models has become widespread with diverse
industries using them to glean greater insights from available data. Probabilistic estimation …
industries using them to glean greater insights from available data. Probabilistic estimation …
[PDF][PDF] Antecedents of employees' turnover intentions: Evidence from private educational institutions
AA Siddiqui, RA Jamil - American Journal of Economics and …, 2015 - researchgate.net
In today's competitive environment, the development and retention of human capital has
become a serious concern for organizations. This study aims to study the antecedents of …
become a serious concern for organizations. This study aims to study the antecedents of …
A proposed model for predicting employee turnover of information technology specialists using data mining techniques
A Ghazi, S Ismail Elsayed… - International journal of …, 2021 - hrcak.srce.hr
Sažetak This article proposes a data mining framework to predict the significant
explanations of employee turn-over problems. Using Support vector machine, decision tree …
explanations of employee turn-over problems. Using Support vector machine, decision tree …
Analyzing The Employee Turnover by Using Decision Tree Algorithm
SR Ahmed, AK Ahmed… - 2023 5th International …, 2023 - ieeexplore.ieee.org
In knowledge-based organizations, employee turnover is a significant challenge. Frequently,
a company's competitive advantage can be traced back to the tacit knowledge of its …
a company's competitive advantage can be traced back to the tacit knowledge of its …
Feeling unsure: quit or stay? Uncovering heterogeneity in employees' intention to leave in Indian call centers
D Das, A Nandialath, R Mohan - The international journal of …, 2013 - Taylor & Francis
Employee turnover remains to be one of the biggest human resource problems facing the
Indian international call center industry. This paper aims to provide a comprehensive study …
Indian international call center industry. This paper aims to provide a comprehensive study …
[引用][C] A review of existing turnover intention theories
PE Ngo-Henha - International Journal of Economics and Management …, 2018
[PDF][PDF] Prediction of employee turnover in organizations using machine learning algorithms
Employee turnover is one of the major issues for the organizations because it causes an
adverse effect on the organizational performance, productivity and organizational strategies …
adverse effect on the organizational performance, productivity and organizational strategies …
[PDF][PDF] Employee turnover intentions: Job stress or perceived alternative external opportunities
RA Rainayee - International Journal of Information …, 2013 - arwana007.wordpress.com
Turnover intention has been a critical issue for management for many years (Chen, Lin &
Lien, 2010) and it is a major problem for organisations till now. Therefore, much attention …
Lien, 2010) and it is a major problem for organisations till now. Therefore, much attention …
[PDF][PDF] Turnover intention among Gen-Y: The role of training and development, compensation and organizational culture
Turnover intention has been a major discussion among researchers and organizations. Most
companies believe that employee turnover is a significant issue because of the implication …
companies believe that employee turnover is a significant issue because of the implication …