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 …

[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 …

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 …

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 …

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 …

[引用][C] A review of existing turnover intention theories

PE Ngo-Henha - International Journal of Economics and Management …, 2018

[引用][C] A study on related factors affecting turnover intention in hospital employees

JY Han, JH Yang, DM Chang - Journal of …, 2014 - The Society of Digital Policy and …

[PDF][PDF] Prediction of employee turnover in organizations using machine learning algorithms

A Chanodkar, R Changle, D Mamtani - … International Journal of …, 2019 - pimrindore.ac.in
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 …

[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 …

[PDF][PDF] Turnover intention among Gen-Y: The role of training and development, compensation and organizational culture

A Jahya, SNI Azlin, R Othman… - … Journal of Academic …, 2020 - pdfs.semanticscholar.org
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 …