| Environmental sound classification using a regularized deep convolutional neural network with data augmentation Z Mushtaq, SF Su Applied Acoustics 167, 107389, 2020 | 143 | 2020 |
| Spectral images based environmental sound classification using CNN with meaningful data augmentation Z Mushtaq, SF Su, QV Tran Applied Acoustics 172, 107581, 2021 | 137 | 2021 |
| Performance analysis of machine learning algorithms for thyroid disease H Abbad Ur Rehman, CY Lin, Z Mushtaq, SF Su Arabian Journal for Science and Engineering, 1-13, 2021 | 58 | 2021 |
| Effective K-nearest neighbor classifications for Wisconsin breast cancer data sets Z Mushtaq, A Yaqub, S Sani, A Khalid Journal of the Chinese Institute of Engineers 43 (1), 80-92, 2020 | 55 | 2020 |
| Efficient classification of environmental sounds through multiple features aggregation and data enhancement techniques for spectrogram images Z Mushtaq, SF Su Symmetry 12 (11), 1822, 2020 | 42 | 2020 |
| An automated system towards diagnosis of pneumonia using pulmonary auscultations S Aziz, MU Khan, M Shakeel, Z Mushtaq, AZ Khan 2019 13th International Conference on Mathematics, Actuarial Science …, 2019 | 42 | 2019 |
| Effective K-nearest neighbor algorithms performance analysis of thyroid disease H Abbad Ur Rehman, CY Lin, Z Mushtaq Journal of the Chinese Institute of Engineers 44 (1), 77-87, 2021 | 30 | 2021 |
| Performance analysis of supervised classifiers using PCA based techniques on breast cancer Z Mushtaq, A Yaqub, A Hassan, SF Su 2019 international conference on engineering and emerging technologies …, 2019 | 30 | 2019 |
| Automatic agricultural land irrigation system by fuzzy logic Z Mushtaq, SS Sani, K Hamed, A Ali, A Ali, SM Belal, AA Naqvi 2016 3rd International Conference on Information Science and Control …, 2016 | 25 | 2016 |
| Effective voting ensemble of homogenous ensembling with multiple attribute-selection approaches for improved identification of thyroid disorder T Akhtar, SO Gilani, Z Mushtaq, S Arif, M Jamil, Y Ayaz, SI Butt, A Waris Electronics 10 (23), 3026, 2021 | 23 | 2021 |
| Enhancing Network Intrusion Detection Using Effective Stacking of Ensemble Classifiers With Multi-Pronged Feature Selection Technique S Rahman, SNF Mursal, MA Latif, Z Mushtaq, M Irfan, A Waqar 2023 2nd International Conference on Emerging Trends in Electrical, Control …, 2023 | 17 | 2023 |
| A Scalo gram-based CNN ensemble method with density-aware smote oversampling for improving bearing fault diagnosis M Irfan, Z Mushtaq, NA Khan, SNF Mursal, S Rahman, MA Magzoub, ... IEEE Access 11, 127783-127799, 2023 | 17 | 2023 |
| Enhanced classification of coffee leaf biotic stress by synergizing feature concatenation and dimensionality reduction MA Latif, N Afshan, Z Mushtaq, NA Khan, M Irfan, G Nowakowski, ... IEEE Access, 2023 | 17 | 2023 |
| Spectral image-based multiday surface electromyography classification of hand motions using CNN for human–computer interaction MF Qureshi, Z Mushtaq, MZ ur Rehman, EN Kamavuako IEEE Sensors Journal 22 (21), 20676-20683, 2022 | 17 | 2022 |
| Fuzzy logic based automatic vehicle collision prevention system AU Rehman, Z Mushtaq, MA Qamar 2015 IEEE Conference on Systems, Process and Control (ICSPC), 55-60, 2015 | 17 | 2015 |
| & Almasni, MA Improving Thyroid Disorder Diagnosis via Ensemble Stacking and Bidirectional Feature Selection MA Latif, Z Mushtaq, S Arif, S Rehman, MF Qureshi, NA Samee | 14 | 2024 |
| Performance analysis of AF, DF and DtF relaying techniques for enhanced cooperative communication A Ali, A Ejaz, M Jabbar, K Hameed, Z Mushtaq, T Akhter, A Haider 2016 Sixth International Conference on Innovative Computing Technology …, 2016 | 14 | 2016 |
| Enhancing ransomware attack detection using transfer learning and deep learning ensemble models on cloud-encrypted data A Singh, Z Mushtaq, HA Abosaq, SNF Mursal, M Irfan, G Nowakowski Electronics 12 (18), 3899, 2023 | 13 | 2023 |
| Enhancing ductal carcinoma Classification using transfer learning with 3D U-Net models in breast cancer imaging S Khalil, U Nawaz, Zubariah, Z Mushtaq, S Arif, MZ ur Rehman, ... Applied Sciences 13 (7), 4255, 2023 | 12 | 2023 |
| Hyperspectral Images-Based Crop Classification Scheme for Agricultural Remote Sensing. I Ali, Z Mushtaq, S Arif, AD Algarni, NF Soliman, W El Shafai Comput. Syst. Sci. Eng. 46 (1), 303-319, 2023 | 12 | 2023 |
Shun-Feng SuProfessor of EE, National Taiwan University of Science and TechnologyVerified email at mail.ntust.edu.tw
