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Simple rules outperform machine learning for personnel selection: insights from the 3rd annual SIOP machine learning competition
Machine learning (ML) algorithms are often assumed to be the most accurate way of producing predictive models despite problems with explainability...
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Research on Factors Influencing Decision-Making Behavior for Evacuation Path Selection of Personnel Inside Subway Station
Subway transportation is characterized by high passenger flow, limited space, and complex evacuation paths. In the event of a sudden incident such as...
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A TOPSIS-Based Method for Personnel Selection in Software Projects
Personnel selection is considered as a multicriteria decision-making problem due to its complex, time-demanding and multifaceted structure which...
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Unerroric of assessment of professional competence for aviation personnel
The questions connected with automation of testing of professional skills for aviation personnel on aircraft on-board facilities taking into account...
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Using Z-Number-Based Information in Personnel Selection Problem
Personnel choice problem is one of the main problems in management. This problem has been an extensively discussed topic during the last decade. If...
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Application of interactive information system in college personnel management by using BP neural network algorithm
BP neural network algorithm has the ability of flexible modeling and data parallel processing. When working with data, it learns through...
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A Decision Support System (DSS) for Interview-Based Personnel Selection Using Fuzzy TOPSIS Method
Throughout human history, we have looked for ways to enrich our judgment. Human nature has always been biased, especially when it comes to the...
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An Empirical Comparison of the Usefulness Between TOPSIS Method and Fuzzy TOPSIS Method for Personnel Selection
Personnel selection is indeed a multi-criteria decision-making (MCDM) problem. Human resource (HR) managers often find it hard to compare the...
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Application of medical intelligence based on Apriori algorithm in the management of rehabilitation nursing personnel
With the increasing demand for medical services, the amount of data in the field of health care is gradually increasing in a stepwise manner every...
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Tendencies and Trends in the Process of Digitalization of Personnel Selection by Heads of Commercial Companies
The study discusses the essence of digitalization of personnel selection by modern companies in the context of the restrictions associated with the...
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Improving the Personnel Management System of the Agricultural Enterprise
This article provides the results of the study of problems in the personnel management system of the agricultural enterprise. A comparative analysis...
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Sustainable Personnel Development Based on Production Plans
The production environment is in a constant state of change. This results in a continuous change of production processes. A key factor in mastering...
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A human comfort prediction method for indoor personnel based on time-series analysis
In buildings, the heating ventilation and air conditioning system (HVAC) creates a comfortable environment for indoor occupants by setting a...
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Solving Employee Selection Problem Under Fuzzy-Valued Information
The approach of TOPSIS was employed to consider the personnel selection problem. The value of the selection criteria is presented by fuzzy numbers....
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Power Enterprise Talent Selection Method Based on FCM Algorithm
In the development of electric power enterprises, talent selection has always been a key issue, based on the current electric power enterprises in...
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Multi-objective Simulation Optimization Using Data Envelopment Analysis for Personnel Planning
In this paper, we model and solve a multi-objective personnel planning problem in a military context to find appropriate values of recruitment and...
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Interactive Information System for Automated Identification of Operator Personnel by Schulte Tables Based on Individual Time Series
The selection of operator personnel to manage technological processes is an important problem in various industries. A large percentage of accidents...
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Information and Communication Technology Acceptance Among Police Personnel in Rajasthan
The first two decades of the twentieth century have witnessed an extraordinary wave of technological innovations which directly cater to the needs of...
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Galley Personnel Training and Competencies
This chapter addresses the skills that ships’ cooks should acquire during their education or training. The recommended qualifications and training...
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Basics of Personnel Management
Starting from increasing dynamics and complexity in the competitive environment, the understanding of the “human resource” is develo** more and...