Authors: Gokhan, Suat Gokhan, Baygin, Nursena, Barua, Prabal D., Singh, Arvind R., Bajaj, Mohit, Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San, Acharya, U. Rajendra

Subject Terms: Earthquake prediction, MCLP, Explainable feature engineering, Seismological signal processing, XAI

File Description: application/pdf

Relation: https://research.usq.edu.au/download/768fbc7192646433c94c8284dc268ccb3390a8a59e5430ed8f3a4d6bf21c549d/1751798/1-s2.0-S156984322300119X-main.pdf; https://doi.org/10.1016/j.jag.2023.103297; Gokhan, Suat Gokhan, Baygin, Nursena, Barua, Prabal D., Singh, Arvind R., Bajaj, Mohit, Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2023. "Most complicated lock pattern-based seismological signal framework for automated earthquake detection." International Journal of Applied Earth Observation and Geoinformation. 118. https://doi.org/10.1016/j.jag.2023.103297

Availability: https://doi.org/10.1016/j.jag.2023.103297
https://research.usq.edu.au/item/z1v90/most-complicated-lock-pattern-based-seismological-signal-framework-for-automated-earthquake-detection
https://research.usq.edu.au/download/768fbc7192646433c94c8284dc268ccb3390a8a59e5430ed8f3a4d6bf21c549d/1751798/1-s2.0-S156984322300119X-main.pdf

Authors: Barua, Prabal Datta, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Palmer, Elizabeth Emma, Ciaccio, Edward J., Acharya, U. Rajendra

Subject Terms: ADHD detection, EEG signal classification, signal processing, ternary motif pattern

File Description: application/pdf

Relation: https://research.usq.edu.au/download/4fe892f96ee7c45d80b1634128d30db485551db2d1aab06b592b85e9052f46ec/995757/diagnostics-12-02544%20%281%29.pdf; https://doi.org/10.3390/diagnostics12102544; Barua, Prabal Datta, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Palmer, Elizabeth Emma, Ciaccio, Edward J. and Acharya, U. Rajendra. 2022. "TMP19: A Novel Ternary Motif Pattern-Based ADHD Detection Model Using EEG Signals." Diagnostics. 12 (10). https://doi.org/10.3390/diagnostics12102544

Availability: https://doi.org/10.3390/diagnostics12102544
https://research.usq.edu.au/item/yyq28/tmp19-a-novel-ternary-motif-pattern-based-adhd-detection-model-using-eeg-signals
https://research.usq.edu.au/download/4fe892f96ee7c45d80b1634128d30db485551db2d1aab06b592b85e9052f46ec/995757/diagnostics-12-02544%20%281%29.pdf

Authors: Barua, Prabal Datta, Aydemir, Emrah, Dogan, Sengul, Kobat, Mehmet Ali, Demir, Fahrettin Burak, Baygin, Mehmet, Tuncer, Turker, Oh, Shu Lih, Tan, Ru-San, Acharya, U. Rajendra

Subject Terms: ECG signal processing, MI classifcation, Local binary pattern, Statistical feature extraction

Relation: https://doi.org/10.1007/s13042-022-01718-0; Barua, Prabal Datta, Aydemir, Emrah, Dogan, Sengul, Kobat, Mehmet Ali, Demir, Fahrettin Burak, Baygin, Mehmet, Tuncer, Turker, Oh, Shu Lih, Tan, Ru-San and Acharya, U. Rajendra. 2023. "Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals." International Journal of Machine Learning and Cybernetics. 14 (5), pp. 1651-1668. https://doi.org/10.1007/s13042-022-01718-0

Availability: https://doi.org/10.1007/s13042-022-01718-0
https://research.usq.edu.au/item/z1v5z/multilevel-hybrid-accurate-handcrafted-model-for-myocardial-infarction-classification-using-ecg-signals

Authors: Kumar, Kamlesh, Gupta, Kapil, Sharma, Manish, Bajaj, Varun, Acharya, U. Rajendra

Subject Terms: Artificial intelligence, Scalogram, Insomnia detection, CNN, Electrocardiography, Signal processing, Healthcare, Image processing

Relation: https://doi.org/10.1016/j.medengphy.2023.104028; Kumar, Kamlesh, Gupta, Kapil, Sharma, Manish, Bajaj, Varun and Acharya, U. Rajendra. 2023. "INSOMNet: Automated insomnia detection using scalogram and deep neural networks with ECG signals." Medical Engineering and Physics. 119. https://doi.org/10.1016/j.medengphy.2023.104028

Availability: https://doi.org/10.1016/j.medengphy.2023.104028
https://research.usq.edu.au/item/z1vwx/insomnet-automated-insomnia-detection-using-scalogram-and-deep-neural-networks-with-ecg-signals

Authors: Xu, Shuting, Faust, Oliver, Seoni, Silvia, Chakraborty, Subrata, Barua, Prabal Datta, Loh, Hui Wen, Elphick, Heather, Molinari, Filippo, Acharya, U. Rajendra

Subject Terms: Automated detection, Biomedical signals processing, Deep learning, Insomnia: artificial intelligence, Machine learning, Sleep apnea, Sleep disorder detection, Sleep disorders

Relation: https://doi.org/10.1016/j.compbiomed.2022.106100; Xu, Shuting, Faust, Oliver, Seoni, Silvia, Chakraborty, Subrata, Barua, Prabal Datta, Loh, Hui Wen, Elphick, Heather, Molinari, Filippo and Acharya, U. Rajendra. 2022. "A review of automated sleep disorder detection." Computers in Biology and Medicine. 150. https://doi.org/10.1016/j.compbiomed.2022.106100

Availability: https://doi.org/10.1016/j.compbiomed.2022.106100
https://research.usq.edu.au/item/yyq24/a-review-of-automated-sleep-disorder-detection

Authors: Hammad, Mohamed, Rajesh, Kandala N.V.P.S, Abdelatey, Amira, Abdar, Moloud, Zomorodi-Moghadam, Mariam, Tan, Ru-San, Acharya, U. Rajendra, Plawiak, Joanna, Tadeusiewicz, Ryszard, Makarenkov, Vladimir, Sarrafzadegan, Nizal, Khosravi, Abbas, Nahavandi, Saeid, Abd El-Latif, Ahmed A., Plawiak, Pawel

Subject Terms: Arrhythmia, Electrocardiogram (ECG), Computer-aided arrhythmia classification (CAAC), Signal processing, Machine learning, Deep learning, Ensemble learning, Feature extraction, Feature selection, Optimization, Evolutionary computation

Relation: https://doi.org/10.1016/j.ins.2021.05.035; Hammad, Mohamed, Rajesh, Kandala N.V.P.S, Abdelatey, Amira, Abdar, Moloud, Zomorodi-Moghadam, Mariam, Tan, Ru-San, Acharya, U. Rajendra, Plawiak, Joanna, Tadeusiewicz, Ryszard, Makarenkov, Vladimir, Sarrafzadegan, Nizal, Khosravi, Abbas, Nahavandi, Saeid, Abd El-Latif, Ahmed A. and Plawiak, Pawel. 2021. "Automated detection of shockable ECG signals: A review." Information Sciences. 571, pp. 580-604. https://doi.org/10.1016/j.ins.2021.05.035

Availability: https://doi.org/10.1016/j.ins.2021.05.035
https://research.usq.edu.au/item/z1v98/automated-detection-of-shockable-ecg-signals-a-review

Authors: Aydemir, Emrah, Tuncer, Tucker, Dogan, Sengul, Gururajan, Raj, Acharya, U. Rajendra

Subject Terms: melamine pattern, statistical feature generation, major depression detection, NCA selector, EEG signal processing

Relation: https://doi.org/10.1007/s10489-021-02426-y; Aydemir, Emrah, Tuncer, Tucker, Dogan, Sengul, Gururajan, Raj and Acharya, U. Rajendra. 2021. "Automated major depressive disorder detection using melamine pattern with EEG signals." Applied Intelligence. 51, pp. 6449-6466. https://doi.org/10.1007/s10489-021-02426-y

Availability: https://doi.org/10.1007/s10489-021-02426-y
https://research.usq.edu.au/item/q6532/automated-major-depressive-disorder-detection-using-melamine-pattern-with-eeg-signals

Authors: Diykh, Mohammed, Miften, Firas Sabar, Abdulla, Shahab, Saleh, Khalid, Green, Jonathan H.

Subject Terms: electroencephalography, fast Fourier transforms, medical signal processing, patient monitoring, wavelet transforms, neurophysiology, surgery, direction-of-arrival estimation, signal denoising, statistical analysis, feature selection, feature extraction, statistical feature extraction, DoA assessment, bispectral index monitor, BIS index, DoA values, efficient depth, anaesthesia assessment technique, automated DoA approach, wavelet-Fourier analysis, anaesthetic electroencephalogram signal, DoA index, wavelet transform, fast Fourier transform, robust approach, hybrid transform, patient anaesthetic state, EEG, denoised EEG signal

File Description: application/pdf

Relation: https://research.usq.edu.au/download/a1149b647698dade75ad69c551d2adaea6a980df14a7ad5c6bdbcdb9e542746e/1666037/A%20Robust%20Approach%20to%20Depth%20of%20Anaesthesia%20Assessment%20Based%20on%20Hybrid%20Transform%20and%20Statistical%20Feature-Shahab.pdf; https://doi.org/10.1049/iet-smt.2018.5393; Diykh, Mohammed, Miften, Firas Sabar, Abdulla, Shahab, Saleh, Khalid and Green, Jonathan H. 2020. "Robust approach for depth of anaesthesia assessment based on hybrid transform and statistical features." IET Science, Measurement and Technology. 14 (1), pp. 128-136. https://doi.org/10.1049/iet-smt.2018.5393

Availability: https://doi.org/10.1049/iet-smt.2018.5393
https://research.usq.edu.au/item/q575z/robust-approach-for-depth-of-anaesthesia-assessment-based-on-hybrid-transform-and-statistical-features
https://research.usq.edu.au/download/a1149b647698dade75ad69c551d2adaea6a980df14a7ad5c6bdbcdb9e542746e/1666037/A%20Robust%20Approach%20to%20Depth%20of%20Anaesthesia%20Assessment%20Based%20on%20Hybrid%20Transform%20and%20Statistical%20Feature-Shahab.pdf

Authors: Shen, Mingkan

Subject Terms: EEG, machine learning, epilepsy seizure detection, functional brain connectivity, signal processing, deep learning, complex brain network

File Description: application/pdf

Relation: https://research.usq.edu.au/download/840b43939908c2f055af4d74d6425454fc244b7164f857d570bf7ab998efce8a/17719090/Mingkan%20Shen%20-%20Thesis.pdf; https://doi.org/10.26192/z1v0w; Shen, Mingkan. 2023. Real-time epilepsy seizure detection and brain connectivity analysis using electroencephalogram. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z1v0w

Availability: https://doi.org/10.26192/z1v0w
https://research.usq.edu.au/item/z1v0w/real-time-epilepsy-seizure-detection-and-brain-connectivity-analysis-using-electroencephalogram
https://research.usq.edu.au/download/840b43939908c2f055af4d74d6425454fc244b7164f857d570bf7ab998efce8a/17719090/Mingkan%20Shen%20-%20Thesis.pdf

Authors: Leis, John, Buttsworth, David

Subject Terms: gas leak detection, infrared sensors, natural gas industry, optical spectroscopy, signal processing

Relation: https://doi.org/10.1109/TIE.2017.2762636; Leis, John and Buttsworth, David. 2018. "A Robust Method for Tuning Photoacoustic Gas Detectors." IEEE Transactions on Industrial Electronics. 65 (5), pp. 4338-4346. https://doi.org/10.1109/TIE.2017.2762636

Availability: https://doi.org/10.1109/TIE.2017.2762636
https://research.usq.edu.au/item/q470x/a-robust-method-for-tuning-photoacoustic-gas-detectors

Authors: Riaz, Farina, Abdulla, Shahab, Ni, Wei, Radfar, Mohsen, Deo, Ravinesh, Hopkins, Susan

Subject Terms: Quantum computing, Quantum Artificial Intelligence, Signal Processing

File Description: application/pdf; video/mp4

Relation: https://research.usq.edu.au/download/1eedf995575f92d25655a9c58498cebf597ae8838fc1a0654a50d5cc9739884d/453844/Poster_Riaz_Farina.pdf; https://research.usq.edu.au/download/1f666eb5ebcdc5dc5d46feec7214f522ca753252d816d95b202d7ae20e7a8a07/7845557/QuantumAustraliaVideo.mp4; https://doi.org/10.13140/RG.2.2.34754.66245; Riaz, Farina, Abdulla, Shahab, Ni, Wei, Radfar, Mohsen, Deo, Ravinesh and Hopkins, Susan. 2022. "Quantum Artificial Intelligence Predictions Enhancement by Improving Signal Processing." Quantum Australia Conference 2022. Online 23 - 25 Feb 2022 Toowoomba, Australia. https://doi.org/10.13140/RG.2.2.34754.66245

Availability: https://doi.org/10.13140/RG.2.2.34754.66245
https://research.usq.edu.au/item/q754w/quantum-artificial-intelligence-predictions-enhancement-by-improving-signal-processing
https://research.usq.edu.au/download/1eedf995575f92d25655a9c58498cebf597ae8838fc1a0654a50d5cc9739884d/453844/Poster_Riaz_Farina.pdf
https://research.usq.edu.au/download/1f666eb5ebcdc5dc5d46feec7214f522ca753252d816d95b202d7ae20e7a8a07/7845557/QuantumAustraliaVideo.mp4

Authors: Leis, John, Buttsworth, David

Subject Terms: leak detection, natural gas industry, infrared sensors, 1f noise, optical sensors, temperature sensors, signal processing algorithms

Relation: https://doi.org/10.1109/TIE.2015.2495292; Leis, John and Buttsworth, David. 2016. "A temperature compensation technique for near-infrared methane gas threshold detection." IEEE Transactions on Industrial Electronics. 63 (3), pp. 1813-1821. https://doi.org/10.1109/TIE.2015.2495292

Availability: https://doi.org/10.1109/TIE.2015.2495292
https://research.usq.edu.au/item/q3199/a-temperature-compensation-technique-for-near-infrared-methane-gas-threshold-detection

Authors: Chambers, Ryan, Gabbett, Tim J., Cole, Michael H., Beard, Adam

Subject Terms: athletes, humans, movement, signal processing, computer-assisted, sports

Relation: https://doi.org/10.1007/s40279-015-0332-9; Chambers, Ryan, Gabbett, Tim J., Cole, Michael H. and Beard, Adam. 2015. "The use of wearable microsensors to quantify sport-specific movements." Sports Medicine. 45 (7), pp. 1065-1081. https://doi.org/10.1007/s40279-015-0332-9

Availability: https://doi.org/10.1007/s40279-015-0332-9
https://research.usq.edu.au/item/q43q1/the-use-of-wearable-microsensors-to-quantify-sport-specific-movements

Authors: Leis, John

Subject Terms: signal processing, measurement, noise, sensors

Relation: https://doi.org/10.1109/ICSPCS.2013.6723972; Leis, John. 2013. "Simultaneous gain, drift and offset estimation in measurement systems using coherent sampling." Wysocki, Tadeusz A. and Wysocki, Beata J. (ed.) 7th International Conference on Signal Processing and Communication Systems (ICSPCS 2013). Gold Coast, Australia 16 - 18 Dec 2013 United States. https://doi.org/10.1109/ICSPCS.2013.6723972

Availability: https://doi.org/10.1109/ICSPCS.2013.6723972
https://research.usq.edu.au/item/q2124/simultaneous-gain-drift-and-offset-estimation-in-measurement-systems-using-coherent-sampling

Authors: Leis, John, Sharifi, Behrooz

Subject Terms: signal processing, CT imaging

Relation: https://doi.org/10.1109/ICSPCS.2012.6507977; Leis, John and Sharifi, Behrooz. 2012. "Infrared camera imaging algorithm to augment CT-assisted biopsy procedures." Wysocki, Beata J. and Wysocki, Tadeusz A. (ed.) 6th International Conference on Signal Processing and Communication Systems (ICSPCS 2012). Gold Coast, Australia 12 - 14 Dec 2012 United States. https://doi.org/10.1109/ICSPCS.2012.6507977

Availability: https://doi.org/10.1109/ICSPCS.2012.6507977
https://research.usq.edu.au/item/q17z7/infrared-camera-imaging-algorithm-to-augment-ct-assisted-biopsy-procedures

Authors: Leis, John, Kelly, Christopher, Buttsworth, David

Subject Terms: signal processing, lockin amplifier, instrumentation, measurement

Relation: https://doi.org/10.1109/ICSPCS.2012.6507974; Leis, John, Kelly, Christopher and Buttsworth, David. 2012. "Sampling, quantization and computational aspects of the quadrature lock-in amplifier." Wysocki, Beata J. and Wysocki, Tadeusz (ed.) 6th International Conference on Signal Processing and Communication Systems (ICSPCS 2012). Gold Coast, Australia 12 - 14 Dec 2012 United States. https://doi.org/10.1109/ICSPCS.2012.6507974

Availability: https://doi.org/10.1109/ICSPCS.2012.6507974
https://research.usq.edu.au/item/q17zq/sampling-quantization-and-computational-aspects-of-the-quadrature-lock-in-amplifier

Authors: Kelly, C., Leis, J., Buttsworth, D.

Subject Terms: photo-acoustics, acoustics, signal processing, physics

Relation: Kelly, C., Leis, J. and Buttsworth, D. 2011. "Development of a photo-acoustic trace gas sensor." Mee, David J. and Hillock, Ian D. M. (ed.) 2011 Conference of the Australian Acoustical Society (Acoustics 2011): Breaking New Ground. Gold Coast, Australia 02 - 04 Nov 2011 Australia. Australian Acoustical Society.

Availability: https://research.usq.edu.au/item/q0x3v/development-of-a-photo-acoustic-trace-gas-sensor

Authors: Sharifi, Behrooz, Leis, John

Subject Terms: tomography, signal processing, biopsy, infrared, needle guidance

File Description: application/pdf

Relation: https://research.usq.edu.au/download/d209fd9ca0e51b4864e6c48dee5b5ae093cc135a4842535a629b2e46b4349f1d/292156/Binder1.pdf; https://doi.org/10.1109/ICSPCS.2010.5709650; Sharifi, Behrooz and Leis, John. 2010. "Towards three-dimensional fusion of infrared guidance measurements for biopsy procedures: some preliminary results and design considerations." ICSPCS 2010: 4th International Conference on Signal Processing and Communication Systems. Gold Coast, Australia 13 - 15 Dec 2010 New York, NY. United States. https://doi.org/10.1109/ICSPCS.2010.5709650

Availability: https://doi.org/10.1109/ICSPCS.2010.5709650
https://research.usq.edu.au/item/q02zq/towards-three-dimensional-fusion-of-infrared-guidance-measurements-for-biopsy-procedures-some-preliminary-results-and-design-considerations
https://research.usq.edu.au/download/d209fd9ca0e51b4864e6c48dee5b5ae093cc135a4842535a629b2e46b4349f1d/292156/Binder1.pdf

Authors: Geng, Jian, Xiang, Wei, Wei, Zaixue, Li, Nanxi, Yang, Dacheng

Subject Terms: multi-access systems, array signal processing, antenna arrays, mathematical programming, Gaussian channels, multiuser hybrid analogue-digital beamforming, large-scale antenna array systems, analogue front-end, signal-to-interference-plus-noise ratio, SINR, semidefinite positive relaxation, optimisation problems, Gaussian channel models, frequency 60 GHz

Relation: https://doi.org/10.1049/iet-com.2013.0873; Geng, Jian, Xiang, Wei, Wei, Zaixue, Li, Nanxi and Yang, Dacheng. 2014. "Multi-user hybrid analogue/digital beamforming forrelatively large-scale antenna systems." IET Communications. 8 (17), pp. 3038-3049. https://doi.org/10.1049/iet-com.2013.0873

Availability: https://doi.org/10.1049/iet-com.2013.0873
https://research.usq.edu.au/item/w38qw/multi-user-hybrid-analogue-digital-beamforming-forrelatively-large-scale-antenna-systems

Authors: Trevorrow, Brendan

Subject Terms: digital audio, music, signal processing, acoustic noise

File Description: application/pdf

Relation: https://research.usq.edu.au/download/853c502322855a6646b8322085c4267a528bbc890f3a8c9c9829f857e4cd2a57/1236697/Trevorrow_INTERNOISE2014_PV.pdf; Trevorrow, Brendan. 2014. "Rhythmic constant pitch time stretching for digital audio." Davy, John, Burgess, Marion, Don, Charles, Dowsett, Liz, McMinn, Terry and Broner, Norm (ed.) 43rd International Congress on Noise Control Engineering (INTERNOISE 2014): Improving the World Through Noise Control. Melbourne, Australia 16 - 19 Nov 2014 Brisbane, Australia.

Availability: https://research.usq.edu.au/item/q2xxq/rhythmic-constant-pitch-time-stretching-for-digital-audio
https://research.usq.edu.au/download/853c502322855a6646b8322085c4267a528bbc890f3a8c9c9829f857e4cd2a57/1236697/Trevorrow_INTERNOISE2014_PV.pdf