Projects per year
Personal profile
Research interests
Bio-signal Processing
Advanced signal processing for detecting abnormalities in biosignals is the main focus of my research. 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 EEG signals for binaural hearing research, APG and ECG for heat stress detection and image analysis for breast cancer detection.
Mechatronics
My research in mechatronics focusses on advanced control and includes various methods of multivariate iterative learning control (ILC) using artificial intelligence. The main application is control of direct drive PMSM electric motors to achieve a smooth output torque, reducing the noise pollution of these motors through either intelligent control or using the motor (as an antiphase sound source) for active noise cancellation.
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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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IAS Rainmaker Start Up: ARC-Linkage Industrial Transformation Research Hub
Campbell, H., Levick, S., Lassa, J., Luttig, D., Badenhop, R., Brandner, R., Thennadil, S., De Boer, F., Fairfield, C., Wallace, R., Thomas, D., Gorham, G., Alazab, M. & McCarthy, K.
19/11/18 → 30/12/20
Project: Other
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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., 3 Feb 2021, Lecture Notes on Data Engineering and Communications Technologies. Singapore: Springer Singapore, Vol. 59. p. 787-797 11 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 59).Research output: Chapter in Book/Report/Conference proceeding › Chapter › 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 AccessFile53 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., 26 Jan 2021, Sustainable Communication Networks and Application.. 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 › Chapter › peer-review
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Study of Correlation between EEG Electrodes for the Analysis of Cortical Responses Related to Binaural Hearing
Ignatious, E., Azam, S., Jonkman, M. & De Boer, F., 30 Apr 2021, In: IEEE Access. 9, p. 66282-66308 27 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile22 Downloads (Pure) -
Factors Affecting Staff Turnover of Young Academics: Job Embeddedness and Creative Work Performance in Higher Academic Institutions
Shah, I. A., Yadav, A., Afzal, F., Shah, S. M. Z. A., Junaid, D., Azam, S., Jonkman, M., De Boer, F., Ahammad, R. & Shanmugam, B., 14 Dec 2020, In: Frontiers in Psychology. 11, p. 1-13 13 p., 570345.Research output: Contribution to journal › Article › peer-review
Open AccessFile24 Downloads (Pure)