Projects per year
Personal profile
Research interests
My main research interest is the detection of abnormalities in biosignals. Processing methods include time-frequency analysis, wavelet analysis, mathematical modelling and various forms of artificial intelligence, including machine learning techniques and neural networks. Applications include electroencephalogram (EEG) signals for binaural hearing research, acceleration photoplethysmogram (APG) and electrocardiogram (ECG) signals for heat stress detection and detection and prediction of breast cancer, cardiovascular disease and kidney disease using various forms of artificial intelligence.
Current PhD opportunities include quantification of binaural hearing using EEG signals and detection or prediction of cardiovascular disease, breast cancer and kidney disease using machine learning techniques. For further information about research activities and facilities, refer to the information of the Biomedical Engineering and Health Informatics Research Group of CDU at https://www.cdu.edu.au/engineering-it-environment/engineering/research/biomedical-engineering.
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Projects
- 2 Active
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2021 Rainmaker Start-up: Application of AR (Augmented Reality) and VR (Virtual Reality) techniques in construction training in remote communities
Rajabipour, A., Kutay, C., Ford, L., De Boer, F., Fudge, M., Russell, J., Gallagher, C. & Hromek, M.
6/08/21 → 5/06/22
Project: Research
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Chair in Sustainable Engineering at Charles Darwin University
De Boer, F., Carthew, S. & Young, D.
25/06/12 → 31/07/23
Project: Research
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A Comprehensive Unsupervised Framework for Chronic Kidney Disease Prediction
Antony, L., Azam, S., Ignatious, E., Quadir, R., Beeravolu, A. R., Jonkman, M. & De Boer, F., 2021, In: IEEE Access. 9, p. 126481-126501 21 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile24 Downloads (Pure) -
Cognitive learning environment and classroom analytics (CLECA): A method based on dynamic data mining techniques
Al Karim, M., Karim, A., Azam, S., Ahmed, E., De Boer, F., Islam, A. & Nur, F. N., Feb 2021, Lecture Notes on Data Engineering and Communications Technologies. Raj, J. S., Iliyasu, A. M., Bestak, R. & Baig, Z. A. (eds.). 1 ed. Singapore: Springer Singapore, p. 787-797 11 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 59).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review
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Efficient prediction of cardiovascular disease using machine learning algorithms with relief and lasso feature selection techniques
Ghosh, P., Azam, S., Jonkman, M., Karim, A., Shamrat, F. M. J. M., Ignatious, E., Shultana, S., Beeravolu, A. R. & De Boer, F., 22 Jan 2021, In: IEEE Access. 9, p. 19304-19326 23 p., 9333574.Research output: Contribution to journal › Article › peer-review
Open AccessFile85 Downloads (Pure) -
Smart Electrification of Rural Bangladesh Through Smart Grids
Debnath, D., Siddique, A. H., Hasan, M., Faisal, F., Karim, A., Azam, S. & De Boer, F., 2021, Sustainable Communication Networks and Application: Proceedings of ICSCN 2020. Karuppusamy, P., Perikos, I., Shi, F. & Nguyen, T. N. (eds.). Sinapore: Springer Singapore, Vol. 55. p. 41-55 15 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 55).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review
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Smart Parking Management System to Reduce Congestion in Urban Area
Islam, M. R., Azam, S., Shanmugam, B., Karim, A., El-Den, J., Deboer, F., Jonkman, M. & Yadav, A., 2021, ICECIE 2020 - 2020 2nd International Conference on Electrical, Control and Instrumentation Engineering, Proceedings. Piscataway, NJ: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 9309546. (ICECIE 2020 - 2020 2nd International Conference on Electrical, Control and Instrumentation Engineering, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review