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Using Data Mining Techniques to Build a Classification Model for Predicting Employees Performance
7 references·8 citing·54 second hop
Using Data Mining Techniques to Build a Classification Model for Predicting Employees Performance (2012)Using Data Mining Techniques to Build a C…The Effect of Motivation on Job Performance of State Government Employees in Malaysia (2011)The Effect of Motivation on J…Employees intent to leave: A comparison of determinants of intent to leave versus intent to stay (2008)Employees intent to leave: A …Data mining to improve personnel selection and enhance human capital: A case study in high-technology industry (2006)Data mining to improve person…The effects of selected individual characteristics on frontline employee performance and job satisfaction (2005)The effects of selected indiv…Links among satisfaction, commitment, and turnover intentions: The moderating effect of experience, gender, and performance (1995)Links among satisfaction, com…CONTEXTUAL VARIABLES IN EMPLOYEE PERFORMANCE-TURNOVER RELATIONSHIPS. (1991)CONTEXTUAL VARIABLES IN EMPLO…The Role of Performance in the Turnover Process (1982)The Role of Performance in th…Analyzing employee attrition of research and development firms using mixed methods (2025)Analyzing employee attrition …Data Analytics for Optimizing and Predicting Employee Performance (2024)Data Analytics for Optimizing…Retention is All You Need (2023)Retention is All You NeedEmployee's Attrition Prediction Using Machine Learning Approaches (2020)Employee's Attrition Predicti…Performance Predicting in Hiring Process and Performance Appraisals Using Machine Learning (2019)Performance Predicting in Hir…Employee Performance Prediction using Naïve Bayes (2019)Employee Performance Predicti…A Fuzzy Logic Based Machine Learning Tool for Supporting Big Data Business Analytics in Complex Artificial Intelligence Environments (2019)A Fuzzy Logic Based Machine L…Application of Data Mining Classification in Employee Performance Prediction (2016)Application of Data Mining Cl…Meta-Analysis: Cumulating Research Findings across Studies (1984)Optimal and Dysfunctional Turnover: Toward an Organizational Level Model (1984)Turnover and Job Performance: An Integrated Process Model (1984)Job Performance and Turnover: A Review and Integrative Multi-Route Model (1999)The career life of academics: Boundaried or boundaryless? 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(1988)LISREL 7 : user's reference guide (1989)THE BIG FIVE PERSONALITY DIMENSIONS AND JOB PERFORMANCE: A META‐ANALYSIS (1991)Promoting service-oriented organizational citizenship behaviors in hotels: The role of high-performance human resource practices and organizational social climates (2011)Key determinants of passenger loyalty in the low-cost airline business (2014)An examination of the links between corporate social responsibility (CSR) and its internal consequences (2016)Data preparation for data mining (1999)Knowledge management and data mining for marketing (2001)Knowledge management technologies and applications—literature review from 1995 to 2002 (2003)A new TOPSIS-based multi-criteria approach to personnel selection (2009)Employees recruitment: A prescriptive analytics approach via machine learning and mathematical programming (2020)A review of machine learning applications in human resource management (2021)What is job satisfaction? 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(2001)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Antecedents and consequences of job satisfaction in the hotel industry (2009)Job involvement, commitment, satisfaction and turnover: Evidence from hotel employees in Cyprus (2013)Exchange and Power in Social Life (2017)Turnover intention in the hospitality industry: A meta-analysis (2020)The measurement of organizational commitment (1979)An Updated Paradigm for Scale Development Incorporating Unidimensionality and Its Assessment (1988)Structural Equations with Latent Variables. (1991)Job satisfaction as a mediator of the relationship between role stressors and organizational commitment (2002)The relationship of facets of salesperson job satisfaction with affective organizational commitment (2007)The role of the seven dimensions of job satisfaction in salesperson's attitudes and behaviors (2008)Work and motivation (1964)Motivation theory and industrial and organizational psychology. (1990)Social psychology: handbook of basic principles (2008)The Influences of Transformational Leaderships on Employees Performance (A Study of the Economics and Business Faculty Employee at University of Muhammadiyah Malang) (2014)The Effect Of Competence And Motivation And Cultural Organization Towards Organizational Commitment And Performance On State University Lecturers In East Kalimantan Indonesia (2015)PENGEMBANGAN PROFESI GURU DALAM MENINGKATKAN KINERJA GURU (2017)Human Talent Prediction in HRM using C4.5 Classification Algorithm (2010)Domain driven data mining in human resource management: A review of current research (2012)Recruitment Prediction using Machine Learning (2020)Machine Learning Framework for Multi-Level Classification of Company Revenue (2021)Envisaging Employee Churn Using MCDM and Machine Learning (2022)Fuzzy sets (1965)Fuzzy sets (1996)Emerging trends in business analytics (2002)A Bayesian Framework for Supporting Predictive Analytics over Big Transportation Data (2021)Distributed Big Data Computing for Supporting Predictive Analytics of Service Requests (2021)Open Data Lake to Support Machine Learning on Arctic Big Data (2021)Impact of human resource management practices on TQM: an ISM-DEMATEL approach (2021)AI in Performance Management: Redefining Performance Appraisals in the Digital Age (2023)
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References

  • 2006Data mining to improve personnel selection and enhance human capital: A case study in high-technology industry458 cited
  • 2008Employees intent to leave: A comparison of determinants of intent to leave versus intent to stay398 cited
  • 2005The effects of selected individual characteristics on frontline employee performance and job satisfaction283 cited
  • 1995Links among satisfaction, commitment, and turnover intentions: The moderating effect of experience, gender, and performance216 cited
  • 1982The Role of Performance in the Turnover Process152 cited
  • 1991CONTEXTUAL VARIABLES IN EMPLOYEE PERFORMANCE-TURNOVER RELATIONSHIPS.118 cited
  • 2011The Effect of Motivation on Job Performance of State Government Employees in Malaysia50 cited

Cited by

  • 2019A Fuzzy Logic Based Machine Learning Tool for Supporting Big Data Business Analytics in Complex Artificial Intelligence Environments98 cited
  • 2019Performance Predicting in Hiring Process and Performance Appraisals Using Machine Learning50 cited
  • 2016Application of Data Mining Classification in Employee Performance Prediction49 cited
  • 2023Retention is All You Need47 cited
  • 2020Employee's Attrition Prediction Using Machine Learning Approaches37 cited
  • 2024Data Analytics for Optimizing and Predicting Employee Performance34 cited
  • 2019

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Employee Performance Prediction using Naïve Bayes
25 cited
  • 2025Analyzing employee attrition of research and development firms using mixed methods2 cited