School of Mathematics, Physics and Computing
| Type | Department/Institute |
|---|---|
| Faculty/Department | Academic Affairs |
| Head | Prof Xiaohui Tao |
| Director of Research | Dr Nawin Raj |
| Prof Xiaohui Tao |
Latest research outputs
3764 results found
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Fusion of higher order spectra and texture extraction methods for automated stroke severity classification with MRI images
Faust, Oliver, Koh, Joel En Wei, Jahmunah, Vicnesh, Sabut, Sukant, Ciaccio, Edward J., Majid, Arshad, Ali, Ali, Lip, Gregory Y. H. and Acharya, U. Rajendra. 2021. "Fusion of higher order spectra and texture extraction methods for automated stroke severity classification with MRI images." International Journal of Environmental Research and Public Health. 18 (15). https://doi.org/10.3390/ijerph18158059Article
Accurate detection of sleep apnea with long short-term memory network based on RR interval signals
Faust, Oliver, Barika, Ragab Ragab, Shenfield, Alex, Ciaccio, Edward J. and Acharya, U. Rajendra. 2021. "Accurate detection of sleep apnea with long short-term memory network based on RR interval signals." Knowledge-Based Systems. 212. https://doi.org/10.1016/j.knosys.2020.106591Article
Automated classification of five arrhythmias and normal sinus rhythm based on RR interval signals
Faust, Oliver and Acharya, U. Rajendra. 2021. "Automated classification of five arrhythmias and normal sinus rhythm based on RR interval signals." Expert Systems with Applications. 181. https://doi.org/10.1016/j.eswa.2021.115031Article
Accurate automated diagnosis of carpal tunnel syndrome using radiomics features with ultrasound images: A comparison with radiologists’ assessment
Faeghi, Fariborz, Ardakani, Ali Abbasian, Acharya, U. Rajendra, Mirza-Aghazadeh-Attari, Mohammad, Abolghasemi, Jamileh, Ejtehadifar, Sajjad and Mohammadi, Afshin. 2021. "Accurate automated diagnosis of carpal tunnel syndrome using radiomics features with ultrasound images: A comparison with radiologists’ assessment." European Journal of Radiology. 136. https://doi.org/10.1016/j.ejrad.2020.109518Article
Application of substitution box of present cipher for automated detection of snoring sounds
Dogan, Sengul, Akbal, Erhan, Tuncer, Turker and Acharya, U. Rajendra. 2021. "Application of substitution box of present cipher for automated detection of snoring sounds." Artificial Intelligence in Medicine. 117. https://doi.org/10.1016/j.artmed.2021.102085Article
PrimePatNet87: Prime pattern and tunable q-factor wavelet transform techniques for automated accurate EEG emotion recognition
Dogan, Abdullah, Akay, Merve, Barua, Prabal Datta, Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker, Dogru, Ali Hikmet and Acharya, U. Rajendra. 2021. "PrimePatNet87: Prime pattern and tunable q-factor wavelet transform techniques for automated accurate EEG emotion recognition." Computers in Biology and Medicine. 138. https://doi.org/10.1016/j.compbiomed.2021.104867Article
An automated skin melanoma detection system with melanoma-index based on entropy features
Cheong, Kang Hao, Tang, Kenneth Jian Wei, Zhao, Xinxing, Koh, Joel En Wei, Faust, Oliver ., Gururajan, Raj, Ciaccio, Edward J., Rajinikanth, V. and Acharya, U. Rajendra. 2021. "An automated skin melanoma detection system with melanoma-index based on entropy features." Biocybernetics and Biomedical Engineering. 41 (3), pp. 997-1012. https://doi.org/10.1016/j.bbe.2021.05.010Article
Automated detection of glaucoma using elongated quinary patterns technique with optical coherence tomography angiogram images
Chan, Yam Meng, Ng, E.Y.K., Jahmunah, V., Koh, Joel En Wei, Oh, Shu Lih, Han, Wei Shan, Yip, Leonard Wei Leon and Acharya, U. Rajendra. 2021. "Automated detection of glaucoma using elongated quinary patterns technique with optical coherence tomography angiogram images." Biomedical Signal Processing and Control. 69. https://doi.org/10.1016/j.bspc.2021.102895Article
Automated accurate schizophrenia detection system using Collatz pattern technique with EEG signals
Baygin, Mehmet, Yaman, Orhan, Tuncer, Turker, Dogan, Sengul, Barua, Prabal Datta and Acharya, U. Rajendra. 2021. "Automated accurate schizophrenia detection system using Collatz pattern technique with EEG signals." Biomedical Signal Processing and Control. 70. https://doi.org/10.1016/j.bspc.2021.102936Article
Automated arrhythmia detection with homeomorphically irreducible tree technique using more than 10,000 individual subject ECG records
Baygin, Mehmet, Tuncer, Turker, Dogan, Sengul, Tan, Ru-San and Acharya, U. Rajendra. 2021. "Automated arrhythmia detection with homeomorphically irreducible tree technique using more than 10,000 individual subject ECG records." Information Sciences. 575, pp. 323-337. https://doi.org/10.1016/j.ins.2021.06.022Article
Automated ASD detection using hybrid deep lightweight features extracted from EEG signals
Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker, Barua, Prabal Datta, Faust, Oliver, Arunkumar, N., Abdulhay, Enas W., Palmer, Elizabeth Emma and Acharya, U. Rajendra. 2021. "Automated ASD detection using hybrid deep lightweight features extracted from EEG signals." Computers in Biology and Medicine. 134. https://doi.org/10.1016/j.compbiomed.2021.104548Article
ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis
Basiri, Mohammad Ehsan, Nemati, Shahla, Abdar, Moloud, Cambria, Erik and Acharya, U. Rajendra. 2021. "ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis." Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications. 115, pp. 279-294. https://doi.org/10.1016/j.future.2020.08.005Article
Automatic covid-19 detection using exemplar hybrid deep features with x-ray images
Barua, Prabal Datta, Muhammad Gowdh, Nadia Fareeda, Rahmat, Kartini, Ramli, Norlisah, Ng, Wei Lin, Chan, Wai Yee, Kuluozturk, Mutlu, Dogan, Sengul, Baygin, Mehmet, Yaman, Orhan, Tuncer, Turker, Wen, Tao, Cheong, Kang Hao and Acharya, U. Rajendra. 2021. "Automatic covid-19 detection using exemplar hybrid deep features with x-ray images." International Journal of Environmental Research and Public Health. 18 (15). https://doi.org/10.3390/ijerph18158052Article
Novel automated PD detection system using aspirin pattern with EEG signals
Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Baygin, Mehmet and Acharya, Rajendra. 2021. "Novel automated PD detection system using aspirin pattern with EEG signals." Computers in Biology and Medicine. 137. https://doi.org/10.1016/j.compbiomed.2021.104841Article
Multilevel deep feature generation framework for automated detection of retinal abnormalities using OCT images
Barua, Prabal Datta, Chan, Wai Yee Chan, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Ciaccio, Edward J., Islam, Nazrul, Cheong, Kang Hao, Shahid, Zakia Sultana and Acharya, Rajendra. 2021. "Multilevel deep feature generation framework for automated detection of retinal abnormalities using OCT images." Entropy: international and interdisciplinary journal of entropy and information studies. 23 (12). https://doi.org/10.3390/e23121651Article
A practical artificial intelligence system to diagnose COVID-19 using computed tomography: A multinational external validation study
Ardakani, Ali Abbasian, Kwee, Robert M., Mirza-Aghazadeh-Attari, Mohammad, Castro, Horacio Matias, Kuzan, Taha Yusuf, Altintoprak, Kubra Murzoglu, Besutti, Giulia, Monelli, Filippo, Faeghi, Fairborz, Acharya, U Rajendra and Mohammadi, Afshin. 2021. "A practical artificial intelligence system to diagnose COVID-19 using computed tomography: A multinational external validation study." Pattern Recognition Letters. 152, pp. 42-49. https://doi.org/10.1016/j.patrec.2021.09.012Article
Uncertainty-aware semi-supervised method using large unlabeled and limited labeled COVID-19 data
Alizadehsani, Roohallah, Sharifrazi, Danial, Izadi, Navid Hoseini, Joloudari, Javad Hassannataj, Shoeibi, Afshin, Gorriz, Juan M., Hussain, Sadiq, Arco, Juan E., Sani, Zahra Alizadeh, Khozeimeh, Fahime, Khosravi, Abbas, Nahavandi, Saeid, Islam, Sheikh Mohammed Shariful and Acharya, U. Rajendra. 2021. "Uncertainty-aware semi-supervised method using large unlabeled and limited labeled COVID-19 data." ACM Transactions on Multimedia Computing Communications and Applications. 17 (3s), pp. 1-24. https://doi.org/10.1145/3462635Article
Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991–2020)
Alizadehsani, Roohallah, Roshanzamir, Mohamad, Hussain, Sadiq, Khosravi, Abbas, Koohestani, Afsaneh, Zangooei, Mohammad Hossein, Abdar, Moloud, Beykikhoshk, Adham, Shoeibi, Afshin, Zare, Assef, Panahiazar, Maryam, Nahavandi, Saeid, Srinivasan, Dipti, Atiya, Amir F. and Acharya, U. Rajendra. 2021. "Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991–2020)." Annals of Operations Research. https://doi.org/10.1007/s10479-021-04006-2Article
Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991–2020
Alizadehsani, Roohallah, Khosravi, Abbas, Roshanzamir, Mohamad, Abdar, Moloud, Sarrafzadegan, Nizal, Shafie, Davood, Khozeimeh, Fahime, Shoeibi, Afshin ., Nahavandi, Saeid, Panahiazar, Maryam, Bishara, Andrew, Beygui, Ramin E., Puri, Rishi, Kapadia, Samir R., Tan, Ru-San and Acharya, U. Rajendra. 2021. "Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991–2020." Computers in Biology and Medicine. 128. https://doi.org/10.1016/j.compbiomed.2020.104095Article
Risk factors prediction, clinical outcomes, and mortality in COVID-19 patients
Alizadehsani, Roohallah, Sani, Zahra Alizadeh, Behjati, Mohaddeseh, Roshanzamir, Zahra, Hussain, Sadiq, Abedini, Niloofar, Hasanzadeh, Fereshteh, Khosravi, Abbas, Shoeibi, Afshin, Roshanzamir, Mohamad, Moradnejad, Pardis, Nahavandi, Saeid, Khozeimeh, Fahime, Zare, Asse, Panahiazar, Maryam, Acharya, U. Rajendra and Islam, Sheikh Mohammad Shariful. 2021. "Risk factors prediction, clinical outcomes, and mortality in COVID-19 patients." Journal of Medical Virology. 93 (4), pp. 2307-2320. https://doi.org/10.1002/jmv.26699Article
Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning
Abdar, Moloud, Samami, Maryam, Mahmoodabad, Sajjad Dehghani, Doan, Thang, Mazoure, Bogdan, Hashemifesharaki, Reza, Liu, Li, Khosravi, Abbas, Acharya, U. Rajendra, Makarenkov, Vladimir and Nahavandi, Saeid. 2021. "Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning." Computers in Biology and Medicine. 135. https://doi.org/10.1016/j.compbiomed.2021.104418Article
A review of uncertainty quantification in deep learning: Techniques, applications and challenges
Abdar, Moloud, Pourpanah, Farhad, Hussain, Sadiq, Rezazadegan, Dana, Liu, Li, Ghavamzadeh, Mohammad, Fieguth, Paul, Cao, Xiaochun, Khosravi, Abbas, Acharya, U. Rajendra, Makarenkov, Vladimir and Nahavandi, S.. 2021. "A review of uncertainty quantification in deep learning: Techniques, applications and challenges." Information Fusion. 76, pp. 243-297. https://doi.org/10.1016/j.inffus.2021.05.008Article
BARF: A new direct and cross-based binary residual feature fusion with uncertainty-aware module for medical image classification
Abdar, Moloud, Fahami, Mohammad Amin, Chakrabarti, Satarupa, Khosravi, Abbas, Pławiak, Paweł, Acharya, U. Rajendra, Tadeusiewicz, Ryszard and Nahavandi, Saeid. 2021. "BARF: A new direct and cross-based binary residual feature fusion with uncertainty-aware module for medical image classification." Information Sciences. 577, pp. 353-378. https://doi.org/10.1016/j.ins.2021.07.024Article
COVIDiag: a clinical CAD system to diagnose COVID-19 pneumonia based on CT findings
Ardakani, Ali Abbasian, Acharya, U. Rajendra, Habibollahi, Sina and Mohammadi, Afshin. 2021. "COVIDiag: a clinical CAD system to diagnose COVID-19 pneumonia based on CT findings." European Radiology. 31 (1), pp. 121-130. https://doi.org/10.1007/s00330-020-07087-yArticle
Mapping and situation analysis of basic WASH facilities at households in Bangladesh: Evidence from a nationally representative survey
Ahmed, Md. Sabbir, Islam Md Irteja, Das, Manik Chandra, Khan, Arifuzzaman and Yunus, Fakir Md. 2021. "Mapping and situation analysis of basic WASH facilities at households in Bangladesh: Evidence from a nationally representative survey ." PLoS One. 16. https://doi.org/10.1371/journal.pone.0259635Article
Cost-effectiveness analysis of a large-scale crèche intervention to prevent child drowning in rural Bangladesh
Alfonso, Y. Natalia, Hyder, Adnan A., Alonge, Olakunle, Salam, Shumona Sharmin, Baset, Kamran, Rahman, Aminur, Hoque, Dewan Md Emdadul, Islam, Irteja, Rahman, Fazlur, El-Arifeen, Shams and Bishai, David. 2021. "Cost-effectiveness analysis of a large-scale crèche intervention to prevent child drowning in rural Bangladesh ." Injury Epidemiology. 8 (1). https://doi.org/10.1186/s40621-021-00351-9Article
A diverse planetary trio around a naked-eye star
Huang, Chelsea. 2021. "A diverse planetary trio around a naked-eye star." Nature Astronomy. 5, pp. 746-747. https://doi.org/10.1038/s41550-021-01386-0Notes or commentaries
HAT-P-68b: A Transiting Hot Jupiter around a K5 Dwarf Star
Lindor, Bethlee M., Hartman, Joel D, Bakos, Gáspár Á., Bhatti, Waqas, Csubry, Zoltan, Penev, Kaloyan, Bieryla, Allyson, Latham, David W., Torres, Guillermo, Buchhave, Lars A., de Val-Borro,, Howard, Andrew W., Isaacson, Howard, Fulton, Benjamin J., Boisse, Isabelle, Santerne, Alexandre, Hebrard, Guillaume, Kovács, Támás, Huang, Chelsea, ..., Sári, Pál Sári. 2021. "HAT-P-68b: A Transiting Hot Jupiter around a K5 Dwarf Star." The Astronomical Journal. 161, p. 64. https://doi.org/10.3847/1538-3881/abc700Article
HD 219134 Revisited: Planet d Transit Upper Limit and Planet f Transit Nondetection with ASTERIA and TESS
Seager, Sara, Knapp, Mary, Demory, Brice-Olivier, Krishnamurthy, Akshata, Huang, Chelsea X., Badenas Agusti, Mariona, Shporer, Avi, Weisserman, Drew, Becker, Becker, Vanderburg, Andrew, Smith, Matthew, Pong, Christopher M., Bailey, Vanessa P., Donne, Amanda, Di Pasquale, Peter, Campuzano, Brian, Smith, Colin, Luu, Jason, Babuscia, Alessandra, ..., Wohler, Bill. 2021. "HD 219134 Revisited: Planet d Transit Upper Limit and Planet f Transit Nondetection with ASTERIA and TESS." The Astronomical Journal. 161 (3), p. 117. https://doi.org/10.3847/1538-3881/abcd3dArticle
Biometrics for internet‐of‐things security: A review
Yang, Wencheng, Wang, Song, Sahri, Nor Masri, Karie, Nickson M., Ahmed, Mohiuddin and Valli, Craig. 2021. "Biometrics for internet‐of‐things security: A review." Sensors. 21 (18). https://doi.org/10.3390/s21186163Article
Erratum: "TOI-2076 and TOI-1807: Two young, Comoving Planetary Systems within 50 pc Identified by TESS that are Ideal Candidates for Further Follow Up"
Hedges, Christina, Hughes, Alex, Zhou, George, David, Trevor J., Becker, Juliette C., Giacalone, Steven, Vanderburg, Andrew, Rodriguez, Joseph E., Bieryla, Allyson, Wirth, Christopher P., Atherton, Shaun, Fetherolf, Tara, Collins, Karen A., Price-Whelan, Karen A., Bedell, Megan E., Quinn, Samuel N., Gan, Tianjun, Ricker, George, Latham, David W., ..., Smith, Jeffrey C.. 2021. "Erratum: "TOI-2076 and TOI-1807: Two young, Comoving Planetary Systems within 50 pc Identified by TESS that are Ideal Candidates for Further Follow Up" ." Astronomical Journal. 162 (6), p. 1. https://doi.org/10.3847/1538-3881/ac2d32Notes or commentaries
Polarization of hot Jupiter systems: a likely detection of stellar activity and a possible detection of planetary polarization
Bailey, Jeremy, Bott, Kimberly, Cotton, Daniel V., Kedziora-Chudczer, Lucyna, Zhao, Jinglin, Evensberget, Dag, Marshall, Jonathan P., Wright, Duncan and Lucas, P. W.. 2021. "Polarization of hot Jupiter systems: a likely detection of stellar activity and a possible detection of planetary polarization." Monthly Notices of the Royal Astronomical Society. 502 (2), pp. 2331-2345. https://doi.org/10.1093/mnras/stab172Article
Organizing Classification of Application Logic Attacks in Component-based E-Commerce Systems
Nabi, Faisal, Yong, Jianming, Tao, Xiaohui, Farhan, Muhammad and Naseem, Nauman. 2021. "Organizing Classification of Application Logic Attacks in Component-based E-Commerce Systems." Journal of Computer Science. 17 (11), pp. 1046-1057. https://doi.org/10.3844/JCSSP.2021.1046.1058Article
Comparison between cage and free-range egg production on microbial composition, diversity and the presence of Salmonella enterica
Wilson, Annaleise, Chandry, P. Scott, Turner, Mark S., Courtice Jodi M. and Fegan, Narelle. 2021. "Comparison between cage and free-range egg production on microbial composition, diversity and the presence of Salmonella enterica ." Food Microbiology. 97. https://doi.org/10.1016/j.fm.2021.103754Article
Description of Nonlinear Vortical Flows of Incompressible Fluid in Terms of a Quasi-Potential
Ermakov, Andrei and Stepanyants, Yury. 2021. "Description of Nonlinear Vortical Flows of Incompressible Fluid in Terms of a Quasi-Potential ." Physics. 3 (4), pp. 799-913. https://doi.org/10.3390/physics3040050Article
Characterization of Temporarily Captured Minimoon 2020 CD3 by Keck Time-resolved Spectrophotometry
Bolin, Bryce T., Fremling, Christoffer, Holt, Timothy R., Hankins, Matthew J., Ahumada, Tomás, Anand, Shreya, Bhalerao, Varun, Burdge, Kevin B., Copperwheat, Chris M., Coughlin, Michael, Deshmukh, Kunal P., De, Kishalay, Kasliwal, Mansi M., Morbidelli, Alessandro, Purdum, Josiah N., Quimby, Robert, Bodewits, Dennis, Chang, Chan-Kao, Ip, Wing-Huen, ..., Zolkower, Jeffry. 2021. "Characterization of Temporarily Captured Minimoon 2020 CD3 by Keck Time-resolved Spectrophotometry." The Astrophysical Journal Letters. 900 (2), pp. 1-14. https://doi.org/10.3847/2041-8213/abae69Article
Size and shape of (11351) leucus from five occultations
Buie, Marc W., Keeney, Brian A., Strauss, Ryder H., Blank, Ted E., Moore, John G., Porter, Simon B., Wasserman, Lawrence H., Weryk, Robert J., Levison, Harold F., Olkin, Catherine B., Leiva, Rodrigo, Bardecker, Jerry E., Brown, Michael E, Brown, Lilah B, Collins, Michael P., Davidson, Hugh M., Dunham, David W., Dunham, Joan B., Eaccarino, John A., ..., Zhang, Qicheng. 2021. "Size and shape of (11351) leucus from five occultations." The Planetary Science Journal. 2 (5), pp. 1-38. https://doi.org/10.3847/PSJ/ac1f9bArticle
MARS model for prediction of short- and long-term global solar radiation
Balalla, Dilki T., Nguyen-Huy, Thong and Deo, Ravinesh. 2021. "MARS model for prediction of short- and long-term global solar radiation." Deo, Ravinesh, Roy, Sanjiban Sekhar and Samui, Pijush (ed.) Predictive Modelling for Energy Management and Power Systems Engineering. United Kingdom. Elsevier. pp. 391-436Edited book (chapter)
Utilising Galactic Archaeology Surveys for Exoplanetary Science
Clark, Jake T.. 2021. Utilising Galactic Archaeology Surveys for Exoplanetary Science. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/q7q87PhD by Publication
Taxonomy and dynamics of small solar system body populations
Holt, Timothy R.. 2021. Taxonomy and dynamics of small solar system body populations. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/q715zPhD by Publication
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