Study and prediction analysis of the employee turnover using machine learning approaches

R Chakraborty, K Mridha, RN Shaw… - 2021 IEEE 4th …, 2021 - ieeexplore.ieee.org
Employee Turnover is one of the key market challenges in Human Resource (HR) Analytics.
Organizations usually invest a greater amount of money and time in the hiring of staff and …

Predicting employee attrition along with identifying high risk employees using big data and machine learning

A Mhatre, A Mahalingam, M Narayanan… - … on advances in …, 2020 - ieeexplore.ieee.org
" It takes a lot of time and energy to build a great employee and only a second to lose one."
Employee turnover is a perennial challenge faced by all the major companies across the …

Employee Turnover Prediction: The impact of employee event features on interpretable machine learning methods

T Juvitayapun - … on knowledge and smart technology (KST), 2021 - ieeexplore.ieee.org
The purpose of this study is to study the impact of employee event features on classifier
performance to detect employee likelihood to turnover meanwhile maintaining the …

Machine learning model to predict work force attrition

P Sadana, D Munnuru - Proceedings of the 2nd International Conference …, 2022 - Springer
Employee attrition problem is becoming worse day by day in many tech firms across the
globe. It has been observed that the employee attrition (churn) rate is increasing and is on a …

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 classification models

N Bhartiya, S Jannu, P Shukla… - 2019 IEEE 5th …, 2019 - ieeexplore.ieee.org
The term Attrition refers to the voluntary or involuntary discontinuation of employees in an
organization. This paper focuses on discussing a systematic flow for predicting Attrition …

Comparison of machine learning techniques to predict the attrition rate of the employees

AR Hebbar, SH Patil, SB Rajeshwari… - 2018 3rd IEEE …, 2018 - ieeexplore.ieee.org
In most of the organizations, Employee Attrition has been one of the greatest concerns in
today's world. The reason behind this can be due to personal or company related issues …

Employee attrition using machine learning and depression analysis

R Joseph, S Udupa, S Jangale… - 2021 5th International …, 2021 - ieeexplore.ieee.org
Amongst the significant issues that corporate leaders have to deal with within an
organization is the decline in proficient employees. This decline is primarily attributed to …

Predicting employee turnover intention in IT&ITeS industry using machine learning algorithms

SKM Tharani, SNV Raj - … Conference on I-SMAC (IoT in Social …, 2020 - ieeexplore.ieee.org
Employee'determination to leave the organization is one of the significant factors impacting
the performance of the organizations since it affects the overall profitability. Organizations …

Predicting employee attrition using machine learning

SS Alduayj, K Rajpoot - 2018 international conference on …, 2018 - ieeexplore.ieee.org
The growing interest in machine learning among business leaders and decision makers
demands that researchers explore its use within business organisations. One of the major …