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An Integrated Conceptual Model of 360-Degree Performance Appraisal and Candidate Forecasting Using Adaptive Neuro-Fuzzy Inference System

Khomsun Lelavijit, Supaporn Kiattisin
2020 Journal of Mobile Multimedia  
This article proposes an approach to minimizing subjective judgement in the effective employee evaluation in the existence of the multi-factor competency-based measures in a hierarchical structure using  ...  This study supports the ideas that the best MSE (0.0056) calculation is achieved by Using Adaptive Neuro-Fuzzy Inference System (ANFIS) with ANOVA selection features.  ...  They noted that the use of fuzzy logic in competency assessment is a great example of the method's use and that with the use of fuzzy logic more credible results are expected when assessing the differences  ... 
doi:10.13052/jmm1550-4646.1642 fatcat:3ts3kg6vt5gxhctufbbqzw3twu

Assessments of Desirability Wear Behaviour on Al-Coconut Shell Ash - Metal Matrix Composite using Grey - Fuzzy Reasoning Grade

Siva Sankara Raju, Gunji Srinivas Rao
2017 Indian Journal of Science and Technology  
Analysis of variance (ANOVA) of GFRG results specify load is the most influencing parameter followed by percentage of CSA, sliding velocity and sliding distance.  ...  From the Overall approaches Grey -Fuzzy Reasoning Grade (GFRG) is obtained less error (0.015) than the others.  ...  However, the concept of fuzzy theory has been applied to managing the ambiguity concerned in assessment of results. The acquired results are contrasted with GRG to corroborate the best concert.  ... 
doi:10.17485/ijst/2017/v10i15/113826 fatcat:3nvtnzchsveuhm4m27giqlbn6y

The Impact of Redundancy and Teamwork on Resilience Engineering Factors by Fuzzy Mathematical Programming and Analysis of Variance in a Large Petrochemical Plant

Ali Azadeh, Vahid Salehi, Mahsa Mirzayi
2016 Safety and Health at Work  
The results of this study may help managers to have better understanding of weak and strong points in such industries.  ...  Fuzzy data envelopment analysis was used in different a-cuts in order to calculate the impact of each factor.  ...  Their valuable comments and suggestions have enhanced the strength and significance of our paper.  ... 
doi:10.1016/j.shaw.2016.04.009 pmid:27924233 pmcid:PMC5127912 fatcat:rph4hiun5fchdkz5eygnq3423u

A fuzzy DEMATEL approach for evaluating the risk factors (Case study: The instruction center of Iran's national oil company)

M.B. Fakhrzad, Mohammad Reza Firozpour, Hasan Hosseini nasab
2021 Reserche operationelle  
In this regard, this paper proposes a new method based on statistical inferences for a fuzzy DEMATEL approach for evaluating the factors of a supply chain.  ...  This method was applied to a case study and the results showed that the proposed method was better than other methods for integrating the experts' opinions in a supply chain.  ...  In order to model uncertainty inherent in the assessment process, the fuzzy approach uses linguistic terms and corresponding predefined functions with varying membership grades (typically triangular or  ... 
doi:10.1051/ro/2021109 fatcat:3vvyhw3yvjbwpkyxhd2fkpzoqe

Comparative Analysis of Software Components Reusability Level using GFS and ANFIS Soft-Computing Techniques

Ajayi Olusola O., Chiemeke Stella C., Ukaoha Kingsley C
2020 NIPES Journal of Science and Technology Research  
Many approaches have been used by different researchers and applied to different metrics to assess software component reusability level.  ...  The performance of the GFS was compared with that of Adaptive Neuro-Fuzzy Inference System (ANFIS) approach using their corresponding average RMSE (Root Mean Square Error), in order to ascertain the level  ...  Applying ANFIS approach to the same set of data yielded a RMSE of 0.1695, which shows that Neuro-Fuzzy gives a better and more accurate reusability result.  ... 
doi:10.37933/nipes/2.2.2020.2 fatcat:vogyqrb7ovgcra7zermqwj3tzq

Modelling Porosity Permeability of Ceramic Tiles using Fuzzy Taguchi Method

Abdullah Hulusi Kokcam, Özer Uygun, Mehmet Fatih Taskin, Halil Ibrahim Demir, Zeynep Demir
2018 Open Chemistry  
The results of the experiments were analyzed so that important factors were determined. Significance of factors were tested by ANOVA and 4 of them were found to be significant.  ...  The developed model was shown to be a useful approach in modeling the porosity permeability of ceramic tiles.  ...  Acknowledgements: We would like to thank Ind. Eng. Lütfiye Hamamcı for providing the data necessary to carry out this study. Conflict of interest: Authors state no conflict of interest.  ... 
doi:10.1515/chem-2018-0117 fatcat:ujlqdktajzgujfrow2goxc34te

Modeling and Evaluation of EDM Process Parameters using Taguchi Method And Fuzzy Logic Technique

2019 International journal of recent technology and engineering  
In present day years, the mechanical results no longer call for high exactness and incredible, anyway furthermore should be created in negligible time to help inside the fairly forceful commercial center  ...  In the predominant watch the unmistakable writing assess of various contemporary machining procedures is brought.  ...  The authors with gratitude thank the Chairman, Director and department of HOD, ANURAG GROUP OF INSTITUTIONS for permitting us to pursue the work at Gatkeshar, Venkatapur, Hyderabad, and Telangana, India  ... 
doi:10.35940/ijrte.c4576.098319 fatcat:nkxykojecfgi3cw3kjtirloyhu

An Accurate Model of the Corrosion Current Density of Coatings Using an Adaptive Network-Based Fuzzy Inference System

Hesham Alhumade, Hegazy Rezk
2022 Metals  
To prove the superiority of the ANFIS-based model of CCD, the achieved results were compared with an analysis of variance (ANOVA). ANOVA utilizes a linear regression approach to get the model.  ...  An in situ synthesis approach was adopted to prepare the composite coating at different levels of synthesis parameters, including a load of filler and coating thickness.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/met12030392 fatcat:t6nfjbqm4fbsnjajnk6icffzhu

Using fuzzy logic approach to predict work-related musculoskeletal disorders among automotive assembly workers

Mohsen Falahati, Fatemeh Dehghani, Mahdi Malakoutikhah, Ali Karimi, Asma Zare, Saeed Yazdani Rad
2019 Medical Journal of The Islamic Republic of Iran  
The results obtained from the Nordic questionnaire was selected as the output of the fuzzy model. Fuzzy logic assessment was performed using MATLAB software version 7.0.  ...  T test, one-way Anova, and Pearson correlation analysis were used to extract the input variables for the fuzzy logic model.  ...  Acknowledgements The authors appreciate the participants of this study for their time and cooperation.  ... 
doi:10.34171/mjiri.33.136 pmid:32280642 pmcid:PMC7137815 fatcat:jq6xyxzeobdpdlvwsyxaupsfv4

Using Computing Intelligence Techniques to Estimate Software Effort

Jin-Cherng Lin, Yueh-Ting Lin, Han-Yuan Tzeng, Yan-Chin Wang
2013 International Journal of Software Engineering & Applications  
So precisely estimation of man power seems to be getting more important. In the past time, the IT companies estimate the work effort of man power by human experts, using statistics method.  ...  In the IT industry, precisely estimate the effort of each software project the development cost and schedule are count for much to the software company.  ...  Therefore, how to accurately assess the effort of the project development is an important key to the successful projects.  ... 
doi:10.5121/ijsea.2013.4104 fatcat:xecg7zlalzcpllgavvxp4ioyvq

Probabilistic Inference Coupled with Possibilistic Reasoning for Robust Estimation of Hydrologic Parameters and Piecewise Characterization of Interactive Uncertainties

S. Wang, G. H. Huang, B. W. Baetz, W. Huang
2016 Journal of Hydrometeorology  
As a component of the FPI framework, a Monte Carlo-based fractional fuzzy-factorial analysis (MFA) method is also proposed to identify the best parameter set and its underlying probability distributions  ...  Results reveal that MFA is capable of deriving probability density functions (PDFs) of hydrologic model parameters.  ...  The authors would like to express thanks to the editor and three anonymous reviewers for their constructive comments and suggestions.  ... 
doi:10.1175/jhm-d-15-0131.1 fatcat:dlkok2vkgfc3de5l2jokbxbjyy

Page 2334 of Psychological Abstracts Vol. 74, Issue 9 [page]

1987 Psychological Abstracts  
—Discusses the concepts of psychological fuzziness, fuzzy sets, and randomness based on the results of experimental psychological studies.  ...  Results show that the use of residuals from regression or partial correlation procedures was preferred in order to assess the performance change score and relate sensitivity and tolerance to alcohol to  ... 

A hybrid approach based on SERVQUAL and fuzzy TOPSIS for evaluating banking service quality

Mahdi Karimi, Milad Azizi, Hassan Javanshir, Seyed Mohammad Taghi Fatemi Ghomi
2015 Decision Science Letters  
The study first statistically shows that customer satisfaction was not the same for all these banks and then using analytical hierarchy process and The Technique for Order of Preference by Similarity to  ...  Quality of services in banking industry plays essential role in measuring the performance of banks.  ...  Acknowledgement The authors would like to thank the anonymous referees for constructive comments on earlier version of this paper.  ... 
doi:10.5267/j.dsl.2015.4.003 fatcat:2jeb6nvwczau3nvf5243dkkcam

Neuro-Fuzzy Algorithmic (NFA) Models and Tools for Estimation [article]

Danny Ho, Luiz Fernando Capretz, Xishi Huang, Jing Ren
2015 arXiv   pre-print
We made use of the Constructive Cost Model (COCOMO), Analysis of Variance (ANOVA), and Function Point Analysis as the algorithmic models and validated the accuracy of the Neuro-Fuzzy Algorithmic (NFA)  ...  We propose a patent pending soft computing framework to tackle this challenging problem. Our generic framework is independent of the nature and type of estimation.  ...  We also need to take advantage of the latest development in neural network, fuzzy logic and algorithmic models, and enrich the NFA Model in accurately and consistently providing estimation results.  ... 
arXiv:1508.00037v1 fatcat:w3a5gxkzdvhylc2t32g66dkmwu

A study on recruitment and selection process with reference to current scenario in organizations

Anju Khandelwal, Avanish Kumar
2019 Malaya Journal of Matematik  
The success of organizations in this modern business environment depends on the performance / strength / caliber of the manpower that steers the day to day affairs of the organizations.  ...  The objective of this paper is to understand the relationship between recruitment and selection process of an organization and also its link to the organization growth and effectiveness.  ...  Assessment of faculty performance is a significant element in enhancing the excellence of the work and improves their incentive to execute well.  ... 
doi:10.26637/mjm0703/0008 fatcat:yospdlhu6nhnhbyxnjhc2v2mzq
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