HAFEEZ ULLAH AMIN

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HAFEEZ ULLAH AMIN, Ph.D.

 https://orcid.org/0000-0002-8484-7203

    Accepting PhD Students

    PhD projects

    Projects/Supervision available in the areas includes, but not limited to:
    AI and ML Applications in healthcare Analytics
    Neuroimaging (Behaviour, Cognition, and Mental Disorders)
    Machine Learning for Data Analytics and Business Analytics

    20112024

    Research activity per year

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    • 2024

      Pre-diagnosis for Autism Spectrum Disorder Using Eye-Tracking and Machine Learning Techniques

      Mehmood, M., Amin, H. U. & Chen, P. L., 22 May 2024, Advances in Brain Inspired Cognitive Systems - 13th International Conference, BICS 2023, Proceedings. Ren, J., Hussain, A., Liao, I. Y., Chen, R., Huang, K., Zhao, H., Liu, X., Ma, P. & Maul, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 239-250 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14374 LNAI).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

    • 2023

      Synergistic Similarity Graph Construction (SSGC) for Steel Plate Fault Diagnosis with Graph Attention Networks

      Chen, Y., Chen, Z. & Amin, H. U., 4 Dec 2023, Proceedings of the 2023 IEEE 6th International Conference on Knowledge Innovation and Invention, ICKII 2023. Meen, T.-H. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 655-660 6 p. (Proceedings of the 2023 IEEE 6th International Conference on Knowledge Innovation and Invention, ICKII 2023).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      1 Citation (Scopus)
    • 2022

      Discrete Wavelet Transform based EEG Feature Extraction and Classification for Mental Stress using Machine Learning Classifiers

      Kit, N. K., Amin, H. U. & Subhani, A. R., 1 Dec 2022, 4th IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2022. (4th IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2022).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      1 Citation (Scopus)

    • Effect of Enhanced Neurofeedback Stimulus Content on Frontal Alpha Asymmetry

      Ali, S. S. A., Hafeez, Y., Ariffin, T. A. B. T., Adil, S. H., Amin, H. U. & Boon, T. T., 10 Dec 2022, 2022 IEEE 5th International Symposium in Robotics and Manufacturing Automation, ROMA 2022: 6-8 August 2022, Malacca, Malaysia. IEEE Xplore, Vol. 1. p. 235-239 4 p. (2022 IEEE 5th International Symposium in Robotics and Manufacturing Automation, ROMA 2022).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

    • 2017

      EEG spectral analysis and functional connectivity during learning of science concepts

      Tyng, C. M., Amin, H. U., Malik, A. S. & Saad, M. N. M., 19 Jan 2017, International Conference on Intelligent and Advanced Systems, ICIAS 2016. Kuala Lumpur, Malaysia: IEEE, p. 1-4 4 p. 7824051. (International Conference on Intelligent and Advanced Systems, ICIAS 2016).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      5 Citations (Scopus)

    • Role of EEG delta and beta oscillations during problem solving tasks

      Roslan, N. S., Amin, H. U., Izhar, L. I., Saad, M. N. M. & Sivapalan, S., 1 Dec 2017, International Conference on Intelligent and Advanced Systems, ICIAS 2016. IEEE, p. 1-4 7824138. (International Conference on Intelligent and Advanced Systems, ICIAS 2016).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      4 Citations (Scopus)
    • 2016

      Functional connectivity of EEG regional delta and inter-regional gamma activity correlates with memory recall

      Hanouneh, S., Amin, H. U., Saad, N. M. & Malik, A. S., 31 May 2016, Proceedings - 5th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2015. Institute of Electrical and Electronics Engineers Inc., p. 504-507 4 p. 7482237. (Proceedings - 5th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2015).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      5 Citations (Scopus)

    • Nonlinear features based classification of active and resting states of human brain using EEG

      Ahmad, R. F., Malik, A. S., Amin, H. U., Kamel, N., Qayyum, A. & Reza, F., 17 Feb 2016, IEEE 2015 International Conference on Signal and Image Processing Applications, ICSIPA 2015 - Proceedings. IEEE Xplore, p. 264-268 5 p. 7412201. (IEEE 2015 International Conference on Signal and Image Processing Applications, ICSIPA 2015 - Proceedings).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

    • 2015

      A system based on 3D and 2D educational contents for true and false memory prediction using EEG signals

      Bamatraf, S., Hussain, M., Aboalsamh, H., Mathkour, H., Malik, A. S., Amin, H. U., Muhammad, G. & Qazi, E.-U.-H., 1 Jul 2015, International IEEE/EMBS Conference on Neural Engineering, NER. p. 1096-1099 4 p. 7146819. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2015-July).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      3 Citations (Scopus)

    • Detrended fluctuation analysis for major depressive disorder

      Mumtaz, W., Malik, A. S., Ali, S. S. A., Yasin, M. A. M. & Amin, H., 4 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2015. p. 4162-4165 4 p. 7319311. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      18 Citations (Scopus)

    • Discriminating the different human brain states with EEG signals using Fractal dimension: A nonlinear approach

      Ahmad, R. F., Malik, A. S., Kamel, N., Amin, H., Zafar, R., Qayyum, A. & Reza, F., 23 Feb 2015, 2014 IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2014. 7047426. (2014 IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2014).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      15 Citations (Scopus)

    • Discrimination of brain states using wavelet and power spectral density

      Zafar, R., Malik, A. S., Amin, H. U., Kamel, N. & Dass, S. C., 2015, Neural Information Processing - 22nd International Conference, ICONIP 2015, Proceedings. Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Springer Verlag, p. 341-347 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9492).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      1 Citation (Scopus)

    • Effects of stereoscopic 3D display technology on event-related potentials (ERPs)

      Amin, H. U., Malik, A. S., Badruddin, N., Kamel, N. & Hussain, M., 1 Jul 2015, International IEEE/EMBS Conference on Neural Engineering, NER. IEEE Computer Society, p. 1084-1087 4 p. 7146816. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2015-July).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      10 Citations (Scopus)

    • Evaluation of passive polarized stereoscopic 3D display for visual & mental fatigues

      Amin, H. U., Malik, A. S., Mumtaz, W., Badruddin, N. & Kamel, N., 4 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. IEEE, p. 7590-7593 4 p. 7320149. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      11 Citations (Scopus)
    • 2014

      Brain behavior during reasoning and problem solving task: An EEG study

      Amin, H. U., Malik, A. S., Hussain, M., Kamel, N. & Chooi, W.-T., 1 Dec 2014, 2014 5th International Conference on Intelligent and Advanced Systems: Technological Convergence for Sustainable Future, ICIAS 2014 - Proceedings: Technological Convergence for Sustainable Future, ICIAS 2014 - Proceedings. 6869515. (2014 5th International Conference on Intelligent and Advanced Systems: Technological Convergence for Sustainable Future, ICIAS 2014 - Proceedings).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      12 Citations (Scopus)

    • Brain behavior in learning and memory recall process: A high-resolution EEG analysis

      Amin, H. U., Malik, A. S., Badruddin, N. & Chooi, W. T., 2014, The 15th International Conference on Biomedical Engineering, ICBME 2013. Goh, J. (ed.). Springer Verlag, p. 683-686 4 p. (IFMBE Proceedings; vol. 43).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      22 Citations (Scopus)
    • 2013

      Brain activation during cognitive tasks: An overview of EEG and fMRI studies

      Amin, H. U., Malik, A. S., Badruddin, N. & Chooi, W. T., 15 Apr 2013, 2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, IECBES 2012. Langkawi, Malaysia: IEEE Xplore, Vol. 2. p. 950-953 4 p. 6498189. (2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, IECBES 2012).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      23 Citations (Scopus)
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