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An Explainable Machine Learning-Based Employee Attrition Predictive System · Study

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ArticleAn Explainable Machine Learning-Based Employee Attrition Predictive System

Md Amir Hamja2025

Article2025

An Explainable Machine Learning-Based Employee Attrition Predictive System

Md Amir Hamja · Mahmudul Hasan · Md Palash Uddin · Md. Jahangir Alam Siddikee

14 citations·0/0 files stored·Annals of Data Science

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AI and HR Technologies Online Learning and Analytics Customer churn and segmentation

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References

2017European Union Regulations on Algorithmic Decision Making and a “Right to Explanation”2020Predicting Employee Attrition Using Machine Learning Techniques 2018Employee Turnover Prediction with Machine Learning: A Reliable Approach 2022Predicting Employee Attrition Using Machine Learning Approaches 2018Predicting Employee Attrition using Machine Learning 2022Predictive Model of Employee Attrition Based on Stacking Ensemble Learning 2018Predicting Employee Attrition using XGBoost Machine Learning Approach 2007Labour turnover in the retail industry

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2025A Deep Learning Model Based on Bidirectional Temporal Convolutional Network (Bi-TCN) for Predicting Employee Attritionarticle · 11 shared references 2025Machine Learning Approaches for Predicting Employee Turnover: A Systematic Reviewreview · 11 shared references 2024Enhancing the Prediction of Employee Turnover With Knowledge Graphs and Explainable AIarticle · 9 shared references 2023A decade of research on machine learning techniques for predicting employee turnover: A systematic literature reviewreview · 7 shared references 2024Employee Attrition Prediction using Machine Learning Models: A Review Paperarticle · 7 shared references 2024Predicting Employee Turnover: Scoping and Benchmarking the State-of-the-Artarticle · 7 shared references

Details

Year2025

Typearticle

Published2025-06-03

VenueAnnals of Data Science

ISSN-L2198-5804

Languageen

Citations14

Files0 public / 0

ShelfAI and HR Technologies

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doi10.1007/s40745-025-00617-9

openalex_workW4411008176

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