Employee attrition prediction with convolutional neural network and synthetic minority over-sampling techniqueEmployee attrition negatively affects organizational efficiency, customer service quality, and brand reputation. In this study, we explore the important issue of predicting employee attrition, which aids...
Employee Attrition Prediction using Ensemble Methods Employee attrition, or employees quitting the firm willingly, is a persistent problem for contemporary businesses. This is a serious issue for businesses, ... C Saha,P Chakraborty,PC Talukder,... - International Conference on Computing & Communicati...
Explore all metrics Abstract Drawing on theoretical arguments from the psychology discipline, we investigate the implications of employee entitlement in organizational settings. Specifically, we utilize workplace engagement theory to suggest that due to their skewed sense of deservingness, employees high in...
Spot problems early with automated at-risk alerts for critical issues like attrition Flexibility and scalability Your business is growing, changing, and improving all the time, and so should your employee engagement software. Look for tools that can be adapted to your needs over time by adding or...
Building a Prediction Model Pre-Processing Data Lots of machine learning algorithms require numerical input data, so you need to represent categorical columns in a numerical column. In order to encode this data, you could map each value to a number. e.g. Salary column's value can be represen...
Table 1: Automated Prediction of Employee Attrition Using Ensemble Model Based on Machine Learning Algorithms
Employee Attrition Prediction in the USA: A Machine Learning Approach for HR Analytics and Talent Retention Strategiesdoi:10.32996/jbms.2024.6.3.6Gazi, Md SumonNasiruddin, MdDutta, ShuvoSikder, RajeshHuda, Chowdhury BadrulIslam, Md ZahidulJournal of Business & Management Studies ...
Employee attrition predictionVarshit JainAnsh AyaDhairya DesaiIJARIIT
Prediction of Employee Attrition and Analyzing Reasons: Using Multi-layer Perceptron in Sparkdoi:10.1007/978-981-13-8461-5_20Employees are one of the important assets of any organization. Sudden and unplanned departures of important employees make a big loss in productivity and failure to meet ...
Employee churn (or attrition) closely related but not identical to customer churn is similarly painful for an organization, leading to disruptions, customer dissatisfaction and time and efforts lost in finding and training replacement. We present a case study that we carried out for building and ...