Hybrid Deep Learning Approach for Nonfunctional Software Requirements Classifications
Author:
Affiliation:
1. International Islamic University,Dept. of Software Engineering,Islamabad,Pakistan
2. Big Data Research Center Jeju National University,Jeju,South Korea
3. Inernational Islamic University,Dept. of Computer Science,Islamabad,Pakistan
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10139854/10139858/10139907.pdf?arnumber=10139907
Reference21 articles.
1. Classifying non-functional requirements using RNN variants for quality software development
2. RE Data Challenge: Requirements Identification with Word2Vec and TensorFlow
3. The Effect of Data Pre-processing on Optimized Training of Artificial Neural Networks
4. Using Recurrent Neural Networks for Classification of Natural Language-based Non-functional Requirements;gnanasekaran;In Proceedings of the Workshops of the 27th International Conference on Requirements Engineering,2021
5. Linguistic regularities in continuous space word representations;mikolov;In Proceedings of the 2013 conference of the North American chapter of the Association for Computational Linguistics Human Language Technologies,2013
Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. A deep learning framework for non-functional requirement classification;Scientific Reports;2024-02-08
2. Hybrid SVM-Bidirectional Long Short-Term Memory Model for Fine-Grained Software Requirement Classification;Journal of Advances in Information Technology;2024
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