SOM-FTS: A Hybrid Model for Software Reliability Prediction and MCDM-Based Evaluation

The objective of this study is to propose a hybrid model based on self-organized maps (SOM) and fuzzy time series (FTS) for predicting the reliability of software systems. The proposed SOM-FTS model is compared with eleven traditional machine learning-based models. The problem of selecting a suitab...

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Bibliographic Details
Main Authors: Ajay Kumar, Kamaldeep Kaur
Format: Article
Language:English
Published: Taiwan Association of Engineering and Technology Innovation 2022-10-01
Series:International Journal of Engineering and Technology Innovation
Subjects:
Online Access:https://ojs.imeti.org/index.php/IJETI/article/view/8546