Muhammad Zulqarnain

Efficient processing of GRU based on word embedding for text classification

Muhammad Zulqarnain, Rozaida Ghazali, Muhammad Ghulam Ghouse et al. · JOIV International Journal on Informatics Visualization · 2019 · 88 citations · Full text

Engineering, Efficient Processing, Gated Recurrent Unit +23

An efficient two-state GRU based on feature attention mechanism for sentiment analysis

Muhammad Zulqarnain, Rozaida Ghazali, Muhammad Aamir et al. · Multimedia Tools and Applications · 2022 · 68 citations

Natural Language Processing, Feature Attention Mechanism, Engineering +7

Text classification based on gated recurrent unit combines with support vector machine

Muhammad Zulqarnain, Rozaida Ghazali, Yana Mazwin Mohmad Hassim et al. · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 2020 · 33 citations · Full text

Engineering, Machine Learning, Gru-svm Model +26

A comparative analysis on question classification task based on deep learning approaches

Muhammad Zulqarnain, Ahmed Khalaf, Rozaida Ghazali et al. · PeerJ Computer Science · 2021 · 31 citations · Full text

Natural Language Processing, Deep Learning Approaches, Engineering +15

An Enhanced Gated Recurrent Unit with Auto-Encoder for Solving Text Classification Problems

Muhammad Zulqarnain, Rozaida Ghazali, Yana Mazwin Mohmad Hassim et al. · Arabian Journal for Science and Engineering · 2021 · 29 citations

Natural Language Processing, Structured Prediction, Text Classification Problems +11