NUML

National University of Modern Languages


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Faculty Profile

Dr. Muhammad Pervez Akhter

 

  pervez.akhter@numl.edu.pk

  041-2422575

 

Ph.D. Software Engineering specialization in Natural Language Processing using machine learning, deep learning, and ensemble learning from Northwestern Polytechnical University, Xian, China, 2022

MS Computer Science- Specialization in NLP using machine learning from University of Sargodha, Sargodha, Pakistan,2015

  • Lecturer at Tehzeeb College, Sargodha, Pakistan (May 2014 - Sep. 2017)
  • Visiting Lecturer at University of Sargodha, Sargodha, Pakistan (Feb. 2021 - Feb. 2022)
  • Assistant Professor at Riphah International University, Faisalabad, Pakistan (Mar. 2022 - Dec. 2022)
  • Assistant Professor at University of Management and Technology, Lahore, Pakistan (Dec. 2022 - Aug 2023)
  1. Bilal, M. A., Wang, Y., Wang, Y., Akhter, M. P., & Hengxi, L. (2023). Earthquake Detection Using Stacked Normalized Recurrent Neural Network(SNRNN). Appl. Sci. 2023, 13(14), 8121.  https://doi.org/10.3390/app13148121 (IF 2.7)
  2. Yaqub, M.; Jinchao, F.; Ahmed, S.; Arshid, K.; Bilal, M.A.; Akhter, M.P.; Zia, M.S. GAN-TL: Generative Adversarial Networks with Transfer Learning for MRI Reconstruction. Appl. Sci. 2022, 12, 8841. https://doi.org/10.3390/app12178841 (IF 2.7)
  3. Bilal, M. A., Ji, Y., Wang, Y., Akhter, M. P., & Yaqub, M. (2022). Early Earthquake Detection Using Batch Normalization Graph Convolutional Neural Network (BNGCNN). Applied Sciences, 12(15), 7548. https://doi.org/10.3390/app12157548 (IF 2.7)
  4. M. A. Bilal, Y. Ji, Y. Wang, and M. P. Akhter, “An Early Warning System for Earthquake Prediction from Seismic Data Using Batch Normalized Graph Convolutional Neural Network with Attention Mechanism ( BNGCNNATT ),” Sensors (Switzerland), vol. 22, no. 17, p. 6482, 2022. (IF 3.9)
  5. Akhter MP, Zheng J, Afzal F, Lin H, Riaz S, Mehmood A. 2021. Supervised ensemble learning methods towards automatically filtering Urdu fake news within social media. PeerJ Computer Science: 1-24. DOI: 10.7717/peerj-cs.425. (IF 3.8)
  6. Akhter, MP, Jiangbin, Z., Naqvi, I.R. et al. : Abusive language detection from social media comments using conventional machine learning and deep learning approaches. Multimedia Systems (2021). https://doi.org/10.1007/s00530-021-00819-0 (IF 3.9)
  7. Akhter MP, Jiangbin Z, Naqvi IR, Abdelmajeed M, Sadiq MT. 2020c. Automatic Detection of Offensive Language for Urdu and Roman Urdu. IEEE Access:. DOI: 10.1109/ACCESS.2020.2994950. (IF 3.9)
  8. Riaz S, Lin H, Akhter MP. 2020. Design and Implementation of an Accelerated Error Convergence Criterion for Norm Optimal Iterative Learning Controller. Electronics 9:1766. DOI: 10.3390/electronics9111766. (IF 2.9)
  9. Akhter MP, Jiangbin Z, Naqvi IR, Abdelmajeed M, Mehmood A, Sadiq MT. 2020. Document-Level Text Classification Using Single-Layer Multisize Filters Convolutional Neural Network. IEEE Access 8:42689-42707. DOI: 10.1109/ACCESS.2020.2976744. (IF 3.9)
  10. Akhter MP, Jiangbin Z, Naqvi IR, Abdelmajeed M, Fayyaz M. 2020. Exploring deep learning approaches for Urdu text classification in product manufacturing. Enterprise Information Systems:1-26. DOI: 10.1080/17517575.2020.1755455. (IF 4.4)
  11. Tehseen Z, Akhter MP, Abbas Q. 2015. Comparative Study of Feature Selection Approaches for Urdu Text Categorization. Malaysian Journal of Computer Science 28:93--109. (IF 0.6)

Education

 

Ph.D. Software Engineering specialization in Natural Language Processing using machine learning, deep learning, and ensemble learning from Northwestern Polytechnical University, Xian, China, 2022

MS Computer Science- Specialization in NLP using machine learning from University of Sargodha, Sargodha, Pakistan,2015

Experience

  • Lecturer at Tehzeeb College, Sargodha, Pakistan (May 2014 - Sep. 2017)
  • Visiting Lecturer at University of Sargodha, Sargodha, Pakistan (Feb. 2021 - Feb. 2022)
  • Assistant Professor at Riphah International University, Faisalabad, Pakistan (Mar. 2022 - Dec. 2022)
  • Assistant Professor at University of Management and Technology, Lahore, Pakistan (Dec. 2022 - Aug 2023)

Publications

  1. Bilal, M. A., Wang, Y., Wang, Y., Akhter, M. P., & Hengxi, L. (2023). Earthquake Detection Using Stacked Normalized Recurrent Neural Network(SNRNN). Appl. Sci. 2023, 13(14), 8121.  https://doi.org/10.3390/app13148121 (IF 2.7)
  2. Yaqub, M.; Jinchao, F.; Ahmed, S.; Arshid, K.; Bilal, M.A.; Akhter, M.P.; Zia, M.S. GAN-TL: Generative Adversarial Networks with Transfer Learning for MRI Reconstruction. Appl. Sci. 2022, 12, 8841. https://doi.org/10.3390/app12178841 (IF 2.7)
  3. Bilal, M. A., Ji, Y., Wang, Y., Akhter, M. P., & Yaqub, M. (2022). Early Earthquake Detection Using Batch Normalization Graph Convolutional Neural Network (BNGCNN). Applied Sciences, 12(15), 7548. https://doi.org/10.3390/app12157548 (IF 2.7)
  4. M. A. Bilal, Y. Ji, Y. Wang, and M. P. Akhter, “An Early Warning System for Earthquake Prediction from Seismic Data Using Batch Normalized Graph Convolutional Neural Network with Attention Mechanism ( BNGCNNATT ),” Sensors (Switzerland), vol. 22, no. 17, p. 6482, 2022. (IF 3.9)
  5. Akhter MP, Zheng J, Afzal F, Lin H, Riaz S, Mehmood A. 2021. Supervised ensemble learning methods towards automatically filtering Urdu fake news within social media. PeerJ Computer Science: 1-24. DOI: 10.7717/peerj-cs.425. (IF 3.8)
  6. Akhter, MP, Jiangbin, Z., Naqvi, I.R. et al. : Abusive language detection from social media comments using conventional machine learning and deep learning approaches. Multimedia Systems (2021). https://doi.org/10.1007/s00530-021-00819-0 (IF 3.9)
  7. Akhter MP, Jiangbin Z, Naqvi IR, Abdelmajeed M, Sadiq MT. 2020c. Automatic Detection of Offensive Language for Urdu and Roman Urdu. IEEE Access:. DOI: 10.1109/ACCESS.2020.2994950. (IF 3.9)
  8. Riaz S, Lin H, Akhter MP. 2020. Design and Implementation of an Accelerated Error Convergence Criterion for Norm Optimal Iterative Learning Controller. Electronics 9:1766. DOI: 10.3390/electronics9111766. (IF 2.9)
  9. Akhter MP, Jiangbin Z, Naqvi IR, Abdelmajeed M, Mehmood A, Sadiq MT. 2020. Document-Level Text Classification Using Single-Layer Multisize Filters Convolutional Neural Network. IEEE Access 8:42689-42707. DOI: 10.1109/ACCESS.2020.2976744. (IF 3.9)
  10. Akhter MP, Jiangbin Z, Naqvi IR, Abdelmajeed M, Fayyaz M. 2020. Exploring deep learning approaches for Urdu text classification in product manufacturing. Enterprise Information Systems:1-26. DOI: 10.1080/17517575.2020.1755455. (IF 4.4)
  11. Tehseen Z, Akhter MP, Abbas Q. 2015. Comparative Study of Feature Selection Approaches for Urdu Text Categorization. Malaysian Journal of Computer Science 28:93--109. (IF 0.6)

Interests

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