| Efficient processing of GRU based on word embedding for text classification M Zulqarnain, R Ghazali, MG Ghouse, MF Mushtaq JOIV: International Journal on Informatics Visualization 3 (4), 377-383, 2019 | 83 | 2019 |
| A comparative review on deep learning models for text classification M Zulqarnain, R Ghazali, YMM Hassim, M Rehan Indones. J. Electr. Eng. Comput. Sci 19 (1), 325-335, 2020 | 71 | 2020 |
| Predicting financial prices of stock market using recurrent convolutional neural networks M Zulqarnain, R Ghazali, MG Ghouse, YMM Hassim, I Javid International Journal of Intelligent Systems and Applications (IJISA) 12 (6 …, 2020 | 27 | 2020 |
| A comparative analysis on question classification task based on deep learning approaches M Zulqarnain, AKZ Alsaedi, R Ghazali, MG Ghouse, W Sharif, NA Husaini PeerJ Computer Science 7, e570, 2021 | 22 | 2021 |
| Text classification based on gated recurrent unit combines with support vector machine M Zulqarnain, R Ghazali, YMM Hassim, M Rehan International Journal of Electrical and Computer Engineering 10 (4), 3734-3742, 2020 | 22 | 2020 |
| An improved deep learning approach based on variant two-state gated recurrent unit and word embeddings for sentiment classification M Zulqarnain, S Abd Ishak, R Ghazali, NM Nawi, M Aamir, YMM Hassim International Journal of Advanced Computer Science and Applications 11 (1), 2020 | 22 | 2020 |
| An efficient two-state GRU based on feature attention mechanism for sentiment analysis M Zulqarnain, R Ghazali, M Aamir, YMM Hassim Multimedia Tools and Applications 83 (1), 3085-3110, 2024 | 15 | 2024 |
| An enhanced gated recurrent unit with auto-encoder for solving text classification problems M Zulqarnain, R Ghazali, YMM Hassim, M Aamir Arabian Journal for Science and Engineering 46 (9), 8953-8967, 2021 | 15 | 2021 |
| Neural network techniques for time series prediction: A review MF Mushtaq, U Akram, M Aamir, H Ali, M Zulqarnain JOIV: International Journal on Informatics Visualization 3 (3), 314-320, 2019 | 15 | 2019 |
| Auto-encoder variants for solving handwritten digits classification problem M Aamir, NM Nawi, HB Mahdin, R Naseem, M Zulqarnain International Journal of Fuzzy Logic and Intelligent Systems 20 (1), 8-16, 2020 | 10 | 2020 |
| The effect of electronic word of mouth communication on purchase intention moderate by trust: a case online consumer of Bahawalpur Pakistan N Ahmad, A Harun, HMU Khizar, BA Othman, M Zulqarnain International Journal of Advanced Science and Technology 29 (9s), 4995-5008, 2020 | 10 | 2020 |
| Computing Banhatti Indicesof Hexagonal, Honeycomb and Derived Networks F Dayan, M Javaid, M Zulqarnain, MT Ali, B Ahmad American Journal of Mathematical and Computer Modelling 3 (2), 38-45, 2018 | 10 | 2018 |
| An improved pi-sigma neural network with error feedback for physical time series prediction U Akram, R Ghazali, LH Ismail, M Zulqarnain, NA Husaini, MF Mushtaq Int. J. Adv. Trends Comput. Sci. Eng 8, 1-7, 2019 | 9 | 2019 |
| Optimally organized GRU-deep learning model with Chi 2 feature selection for heart disease prediction I Javid, AK Zager Alsaedi, R Ghazali, YM Mohmad Hassim, M Zulqarnain Journal of Intelligent & Fuzzy Systems 42 (4), 4083-4094, 2022 | 8 | 2022 |
| Study on the Pakistan stock market using a new stock crisis prediction method I Javid, R Ghazali, I Syed, M Zulqarnain, NA Husaini Plos one 17 (10), e0275022, 2022 | 7 | 2022 |
| Hybrid contractive auto-encoder with restricted boltzmann machine for multiclass classification M Aamir, NM Nawi, F Wahid, MSH Zada, MZ Rehman, M Zulqarnain Arabian Journal for Science and Engineering 46 (9), 9237-9251, 2021 | 7 | 2021 |
| An Improved the Performance of GRU Model based on Batch Normalization for Sentence Classification M Zulqarnain, R Ghazali, SH Khaleefah, A Rehan Int. J. Comput. Sci. Netw. Secur 19 (9), 176-186, 2019 | 5 | 2019 |
| Developing Novel T-Swish Activation Function in Deep Learning I Javid, R Ghazali, I Syed, NA Husaini, M Zulqarnain 2022 International Conference on IT and Industrial Technologies (ICIT), 1-7, 2022 | 4 | 2022 |
| An improved gated recurrent unit based on auto encoder for sentiment analysis M Zulqarnain, AKZ Alsaedi, R Sheikh, I Javid, M Ahmad, U Ullah International Journal of Information Technology 16 (1), 587-599, 2024 | 3 | 2024 |
| Deep Learning GRU Model and Random Forest for Screening Out Key Attributes of Cardiovascular Disease I Javid, R Ghazali, M Zulqarnain, NA Husaini International Conference on Soft Computing and Data Mining, 160-170, 2022 | 3 | 2022 |
