Hybrid Deep Learning Approach for Nonfunctional Software Requirements Classifications

Author:

Rahman Kiramat1,Ghani Anwar2,Ahmad Rashid3,Sajjad Syed Haseeb2

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

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

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