School of Mathematics, Physics and Computing
| Type | Department/Institute |
|---|---|
| Faculty/Department | Academic Affairs |
| Head | Prof Robert Sang |
| Director of Research | Dr Nawin Raj |
| Prof Yan Li |
Latest research outputs
3976 results found
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Improving Friend Recommendation for Online Learning with Fine-Grained Evolving Interest
Shao, Ming-Min, Jiang, Wen-Jun, Wu, Jie, Shi, Yu-Qing, Yum, TakShing and Zhang, Ji. 2022. "Improving Friend Recommendation for Online Learning with Fine-Grained Evolving Interest." Journal of Computer Science and Technology. 37 (6), pp. 1444-1463. https://doi.org/10.1007/s11390-021-2124-zArticle
Integration of Multiple Models with Hybrid Artificial Neural Network-Genetic Algorithm for Soil Cation-Exchange Capacity Prediction
Shahabi, Mahmood, Ghorbani, Mohammad Ali, Naganna, Sujay Raghavendra, Kim, Sungwon, Hadi, Sinan Jasim, Inyurt, Samed, Farooque, Aitazaz Ahsan and Yaseen, Zaher Mundher. 2022. "Integration of Multiple Models with Hybrid Artificial Neural Network-Genetic Algorithm for Soil Cation-Exchange Capacity Prediction." Complexity. 2022. https://doi.org/10.1155/2022/3123475Article
The California-Kepler Survey. X. the Radius Gap as a Function of Stellar Mass, Metallicity, and Age
Petigura, Erik A., Rogers, James G., Isaacson, Howard, Owen, James E., Kraus, Adam L., Winn, Joshua N., MacDougall, Mason G., Howard, Andrew W., Fulton, Benjamin J., Kosiarek, Molly R., Weiss, Lauren M., Behmard, Aida and Blunt, Sarah. 2022. "The California-Kepler Survey. X. the Radius Gap as a Function of Stellar Mass, Metallicity, and Age." The Astronomical Journal. 163 (4). https://doi.org/10.3847/1538-3881/ac51e3Article
Sparse-Dyn: Sparse dynamic graph multirepresentation learning via event-based sparse temporal attention network
Pang, Yan, Shan, Ai, Wang, Zhen, Wang, Mengyu, Lin, Jianwei, Zhang, Ji, Huang, Teng and Liu, Chao. 2022. "Sparse-Dyn: Sparse dynamic graph multirepresentation learning via event-based sparse temporal attention network." International Journal of Intelligent Systems. 37 (11), pp. 8770-8789. https://doi.org/10.1002/int.22967Article
Graph Decipher: A transparent dual-attention graph neural network to understand the message-passing mechanism for the node classification
Pang, Yan, Huang, Teng, Wang, Zhen, Lin, Jianwei, Hosseini, Poorya, Zhang, Ji, Liu, Chao and Ai, Shan. 2022. "Graph Decipher: A transparent dual-attention graph neural network to understand the message-passing mechanism for the node classification ." International Journal of Intelligent Systems. 37 (11), pp. 8747-8769. https://doi.org/10.1002/int.22966Article
Coupled data pre-processing approach with data intelligence models for monthly precipitation forecasting
Nikpour, M. R., Abdollahi, S., Sanikhani, H., Raeisi, J. and Yaseen, Z. M.. 2022. "Coupled data pre-processing approach with data intelligence models for monthly precipitation forecasting." International Journal of Environmental Science and Technology. 19 (12), pp. 11919-11934. https://doi.org/10.1007/s13762-022-04395-2Article
Automated emotion recognition: Current trends and future perspectives
Maithri, M., Raghavendra, U., Gudigar, Anjan, Samanth, Jyothi, Barua, Prabal Datta, Murugappan, Murugappan, Chakole, Yashas and Acharya, U. Rajendra. 2022. "Automated emotion recognition: Current trends and future perspectives." Computer Methods and Programs in Biomedicine. 215. https://doi.org/10.1016/j.cmpb.2022.106646Article
The TESS-Keck Survey. XIII. An Eccentric Hot Neptune with a Similar-mass Outer Companion around TOI-1272
MacDougall, Mason G., Petigura, Erik A., Fetherolf, Tara, Beard, Corey, Lubin, Jack, Angelo, Isabel, Batalha, Natalie, Behmard, Aida, Blunt, Sarah, Brinkman, Casey L., Chontos, Ashley, Crossfield, Ian J. M., Dai, Fei, Dalba, Paul A., Dressing, Courtney, Fulton, Benjamin, Giacalone, Steven, Hill, Michelle L., Howard, Andrew W., ..., Rodriguez, David R.. 2022. "The TESS-Keck Survey. XIII. An Eccentric Hot Neptune with a Similar-mass Outer Companion around TOI-1272." The Astronomical Journal. 164 (3), pp. 164-197. https://doi.org/10.3847/1538-3881/ac7ce1Article
KIC 3440495: A Rapidly Rotating δ Scuti-γ Doradus Hybrid Pulsator in a Binary System
Ma, Shuguo, Esamdin, Ali, Hernández, Antonio García, Murphy, Simon J., Lv, Chenglong, Wei, Peng, Rieutord, Michel, Pascual-Granado, Javier, Dang, Fei, Niu, Hubiao, Yang, TaoZhi, Feng, Guojie, Karimov, Rivkat and Tillayev, Yusuf. 2022. "KIC 3440495: A Rapidly Rotating δ Scuti-γ Doradus Hybrid Pulsator in a Binary System ." The Astrophysical Journal: an international review of astronomy and astronomical physics. 937 (2). https://doi.org/10.3847/1538-4357/ac8c30Article
TESS-Keck Survey. IX. Masses of Three Sub-Neptunes Orbiting HD 191939 and the Discovery of a Warm Jovian plus a Distant Substellar Companion
Lubin, Jack, Van Zandt, Judah, Holcomb, Rae, Weiss, Lauren M., Petigura, Erik A., Robertson, Paul, Akana Murphy, Joseph M., Scarsdale, Nicholas, Batygin, Konstantin, Polanski, Alex S., Batalha, Natalie, Crossfield, Ian J. M., Dressing, Courtney D., Fulton, Benjamin J., Howard, Andrew W., Huber, Daniel, Isaacson, Howard, Kane, Stephen R., Roy, Arpita, ..., Gary, Kaz. 2022. "TESS-Keck Survey. IX. Masses of Three Sub-Neptunes Orbiting HD 191939 and the Discovery of a Warm Jovian plus a Distant Substellar Companion." The Astronomical Journal. 163 (2). https://doi.org/10.3847/1538-3881/ac3d38Article
Decision support system for major depression detection using spectrogram and convolution neural network with EEG signals
Loh, Hui Wen, Ooi, Chui Ping, Aydemir, Emrah, Tuncer, Turker, Dogan, Sengul and Acharya, U. Rajendra. 2022. "Decision support system for major depression detection using spectrogram and convolution neural network with EEG signals." Expert Systems: the journal of knowledge engineering. 39 (3). https://doi.org/10.1111/exsy.12773Article
Automated detection of cyclic alternating pattern and classification of sleep stages using deep neural network
Loh, Hui Wen, Ooi, Chui Ping, Dhok, Shivani G., Sharma, Manish, Bhurane, Ankit A. and Acharya, U. Rajendra. 2022. "Automated detection of cyclic alternating pattern and classification of sleep stages using deep neural network." Applied Intelligence. 52 (3), pp. 2903-2917. https://doi.org/10.1007/s10489-021-02597-8Article
Two-Stream Graph Convolutional Neural Network for Dynamic Traffic Flow Forecasting
Li, Zhaoyang, Li, Lin and Tao, Xiaohui. 2022. "Two-Stream Graph Convolutional Neural Network for Dynamic Traffic Flow Forecasting." Journal of Frontiers of Computer Science and Technology. 16 (2), pp. 384-394. https://doi.org/10.3778/j.issn.1673-9418.2009097Article
New Dynamical State and Habitability of the HD 45364 Planetary System
Li, Zhexing, Kane, Stephen R., Dalba, Paul A., Howard, Andrew W. and Isaacson, Howard T.. 2022. "New Dynamical State and Habitability of the HD 45364 Planetary System." The Astronomical Journal. 164 (4). https://doi.org/10.3847/1538-3881/ac8d63Article
An Auto-Encoder with Genetic Algorithm for High Dimensional Data: Towards Accurate and Interpretable Outlier Detection
Li, Jiamu, Zhang, Ji, Bah, Mohamed Jaward, Wang, Jian, Zhu, Youwen, Yang, Gaoming, Li, Lingling and Zhang, Kexin. 2022. "An Auto-Encoder with Genetic Algorithm for High Dimensional Data: Towards Accurate and Interpretable Outlier Detection." Algorithms. 15 (11). https://doi.org/10.3390/a15110429Article
DKPNet41: Directed knight pattern network-based cough sound classification model for automatic disease diagnosis
Kuluozturk, Mutlu, Kobat, Mehmet Ali, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San, Ciaccio, Edward J. and Acharya, U Rajendra. 2022. "DKPNet41: Directed knight pattern network-based cough sound classification model for automatic disease diagnosis." Medical Engineering and Physics. 110. https://doi.org/10.1016/j.medengphy.2022.103870Article
Lightweight Mutual Authentication Scheme Enabled by Stateless Blockchain for UAV Networks
Kong, Lingjun, Chen, Bing, Hu, Feng and Zhang, Ji. 2022. "Lightweight Mutual Authentication Scheme Enabled by Stateless Blockchain for UAV Networks." Security and Communication Networks. 2022. https://doi.org/10.1155/2022/2330052Article
Automated classification of attention deficit hyperactivity disorder and conduct disorder using entropy features with ECG signals
Koh, Joel.E.W., Ooi, Chui Ping, Lim-Ashworth, Nikki SJ., Vicnesh, Jahmunah, Tor, Hui Tian, Oh, Oh Shu, Tan, Ru-San, Acharya, U.Rajendra and Fung, Daniel Shuen Sheng. 2022. "Automated classification of attention deficit hyperactivity disorder and conduct disorder using entropy features with ECG signals." Computers in Biology and Medicine. 140. https://doi.org/10.1016/j.compbiomed.2021.105120Article
Confirmation and characterisation of three giant planets detected by TESS from the FIES/NOT and Tull/McDonald spectrographs
Knudstrup, Emil, Serrano, Luisa M., Gandolfi, David, Albrecht, Simon H., Cochran, William D., Endl, Michael, MacQueen, Phillip J., Tronsgaard, Rene, Bieryla, Allyson, Buchhave, Lars A., Stassun, Kievan G., Collins, Karen A., Nowak, Grzegorz, Deeg, Hans J., Barkaoui, Khalid, Safonov, Boris S., Strakhov, Ivan A., Belinski, Alexandre A., Twicken, Joseph D., ..., Watanabe, David. 2022. "Confirmation and characterisation of three giant planets detected by TESS from the FIES/NOT and Tull/McDonald spectrographs." Astronomy and Astrophysics: a European journal. 667. https://doi.org/10.1051/0004-6361/202243656Article
What Can Artificial Intelligence Do for Refugee Status Determination? A Proposal for Removing Subjective Fear
Kinchin, Niamh and Mougouei, Davoud. 2022. "What Can Artificial Intelligence Do for Refugee Status Determination? A Proposal for Removing Subjective Fear." International Journal of Refugee Law. 34 (3-4), pp. 373-397. https://doi.org/10.1093/ijrl/eeac040Article
ViVGG19: Novel exemplar deep feature extraction-based shoulder rotator cuff tear and biceps tendinosis detection using magnetic resonance images
Key, Sefa, Demir, Sukru, Gurger, Murat, Yilmaz, Erhan, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Arunkumar, N., Tan, Ru-San and Acharya, U Rajendra. 2022. "ViVGG19: Novel exemplar deep feature extraction-based shoulder rotator cuff tear and biceps tendinosis detection using magnetic resonance images." Medical Engineering and Physics. 110. https://doi.org/10.1016/j.medengphy.2022.103864Article
Reference evapotranspiration prediction using high-order response surface method
Keshtegar, Behrooz, Abdullah, Shafika Sultan, Huang, Yuk Feng, Saggi, Mandeep Kaur, Khedher, Khaled Mohamed and Yaseen, Zaher Mundher. 2022. "Reference evapotranspiration prediction using high-order response surface method." Theoretical and Applied Climatology. 148 (1-2), pp. 849-867. https://doi.org/10.1007/s00704-022-03954-4Article
SPYGLASS. III. The Fornax-Horologium Association and Its Traceback History within the Austral Complex
Kerr, Ronan, Kraus, Kraus, Murphy, Simon, Krolikowski, Daniel M., Bedding, Timothy R. and Rizzuto, Aaron C.. 2022. "SPYGLASS. III. The Fornax-Horologium Association and Its Traceback History within the Austral Complex." The Astrophysical Journal: an international review of astronomy and astronomical physics. 941 (2). https://doi.org/10.3847/1538-4357/aca0ddArticle
SPYGLASS. II. The Multigenerational and Multiorigin Star Formation History of Cepheus Far North
Kerr, Ronan, Kraus, Adam L., Murphy, Simon J., Krolikowski, Daniel M., Offner, Stella S. R., Tofflemire, Benjamin M. and Rizzuto, Aaron C.. 2022. "SPYGLASS. II. The Multigenerational and Multiorigin Star Formation History of Cepheus Far North ." The Astrophysical Journal: an international review of astronomy and astronomical physics. 941 (1). https://doi.org/10.3847/1538-4357/ac9b45Article
PFP-LHCINCA: Pyramidal Fixed-Size Patch-Based Feature Extraction and Chi-Square Iterative Neighborhood Component Analysis for Automated Fetal Sex Classification on Ultrasound Images
Kaplan, Ela, Ekinci, Tekin, Kaplan, Selcuk, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San, Arunkumar, N and Acharya, U. Rajendra. 2022. "PFP-LHCINCA: Pyramidal Fixed-Size Patch-Based Feature Extraction and Chi-Square Iterative Neighborhood Component Analysis for Automated Fetal Sex Classification on Ultrasound Images." Contrast Media and Molecular Imaging. 2022. https://doi.org/10.1155/2022/6034971Article
Explainable diabetes classification using hybrid Bayesian-optimized TabNet architecture
Joseph, Lionel P., Joseph, Erica A. and Prasad, Ramendra. 2022. "Explainable diabetes classification using hybrid Bayesian-optimized TabNet architecture." Computers in Biology and Medicine. 151 (Part A). https://doi.org/10.1016/j.compbiomed.2022.106178Article
A Survey on Contact Tracing: The Latest Advancements and Challenges
Jiang, Ting, Zhang, Yang Zhang, Zhang, Minhao, Yu, Ting, Chen, Yizheng, Lu, Chenhao, Zhang, Ji, Li, Zhao, Gao, Jun and Zhou, Shuigeng. 2022. "A Survey on Contact Tracing: The Latest Advancements and Challenges." ACM Transactions on Spatial Algorithms and Systems. 8 (2), pp. 1-35. https://doi.org/10.1145/3494529Article
Mesoporous high-surface-area activated carbon from biomass waste via microwave-assisted-H3PO4 activation for methylene blue dye adsorption: An optimized process
Jawad, Ali H., Malek, Nurul Najwa Abd, Khadiran, Tumirah, ALOthman, Zeid A. and Yaseen, Zaher Mundher. 2022. "Mesoporous high-surface-area activated carbon from biomass waste via microwave-assisted-H3PO4 activation for methylene blue dye adsorption: An optimized process." Diamond and Related Materials. 128. https://doi.org/10.1016/j.diamond.2022.109288Article
Long-term multi-step ahead forecasting of root zone soil moisture in different climates: Novel ensemble-based complementary data-intelligent paradigms
Jamei, Mehdi, Karbasi, Masoud, Malik, Anurag, Jamei, Mozhdeh, Jamei, Mozhdeh, Kisi, Ozgur and Yaseen, Zaher Mundher. 2022. "Long-term multi-step ahead forecasting of root zone soil moisture in different climates: Novel ensemble-based complementary data-intelligent paradigms." Agricultural Water Management. 269. https://doi.org/10.1016/j.agwat.2022.107679Article
Earth skin temperature long-term prediction using novel extended Kalman filter integrated with Artificial Intelligence models and information gain feature selection
Jamei, Mehdi, Karbasi, Masoud, Alawi, Omer A., Kamar, Haslinda Mohamed, Khedher, Khaled Mohamed, Abba, S.I. and Yaseen, Zaher Mundher. 2022. "Earth skin temperature long-term prediction using novel extended Kalman filter integrated with Artificial Intelligence models and information gain feature selection." Sustainable Computing: Informatics and Systems . 35. https://doi.org/10.1016/j.suscom.2022.100721Article
Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals
Jahmunah, V., Ng, E.Y.K., Tan, Ru-San, Oh, Shu Lih and Acharya, U Rajendra. 2022. "Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals." Computers in Biology and Medicine. 146. https://doi.org/10.1016/j.compbiomed.2022.105550Article
Message from the Program Chair
Zhang, Ji. 2022. "Message from the Program Chair." 2022 7th International Conference on Cyber Security and Information Engineering (ICCSIE). Brisbane, Australia 23 - 25 Sep 2022 Brisbane, Australia. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICCSIE56462.2022.00006Other
Identifying potential factors associated with PCR testing for COVID-19 among Australian young people: cross-sectional findings from a longitudinal study
Islam, Md Irteja, Chadwick, Verity and Martiniuk, Alexandra. 2022. "Identifying potential factors associated with PCR testing for COVID-19 among Australian young people: cross-sectional findings from a longitudinal study." BMC Public Health. 22 (1). https://doi.org/10.1186/s12889-022-14892-1Article
Distributed Hydrological Model Based on Machine Learning Algorithm: Assessment of Climate Change Impact on Floods
Iqbal, Zafar, Shahid, Shamsuddin, Ismail, Tarmizi, Sa’adi, Zulfaqar, Farooque, Aitazaz and Yaseen, Zaher Mundher. 2022. "Distributed Hydrological Model Based on Machine Learning Algorithm: Assessment of Climate Change Impact on Floods." Sustainability. 14 (11). https://doi.org/10.3390/su14116620Article
The need for a complex systems approach in rural health research
Hulme, Adam, Thompson, Jason, Brown, Andrew and Argus, Geoff. 2022. "The need for a complex systems approach in rural health research." BMJ Open. 12 (10). https://doi.org/10.1136/bmjopen-2022-064646Article
Method and dataset entity mining in scientific literature: A CNN + BiLSTM model with self-attention
Hou, Linlin, Zhang, Ji, Wu, Ou, Yu, Ting, Wang, Zhen, Li, Zhao, Gao, Jianliang, Ye, Yingchun and Yao, Rujing. 2022. "Method and dataset entity mining in scientific literature: A CNN + BiLSTM model with self-attention." Knowledge-Based Systems. 235. https://doi.org/10.1016/j.knosys.2021.107621Article
Dynamics analysis of a novel hybrid deep clustering for unsupervised learning by reinforcement of multi-agent to energy saving in intelligent buildings
Homod, Raad Z., Togun, Hussein, Hussein, Ahmed Kadhim, Al-Mousawi, Fadhel Noraldeen, Yaseen, Zaher Mundher, Al-Kouz, Wael, Abd, Haider J., Alawi, Omer A., Goodarzi, Marjan and Hussein, Omar A.. 2022. "Dynamics analysis of a novel hybrid deep clustering for unsupervised learning by reinforcement of multi-agent to energy saving in intelligent buildings." Applied Energy. 313. https://doi.org/10.1016/j.apenergy.2022.118863Article
An innovative clustering technique to generate hybrid modeling of cooling coils for energy analysis: A case study for control performance in HVAC systems
Homod, Raad Z., Togun, Hussein, Ateeq, Adnan A., Al-Mousawi, Fadhel Noraldeen, Yaseen, Zaher Mundher, Al-Kouz, Wael, Hussein, Ahmed Kadhim, Alawi, Omer A., Goodarzi, Marjan and Ahmadi, Goodarz. 2022. "An innovative clustering technique to generate hybrid modeling of cooling coils for energy analysis: A case study for control performance in HVAC systems." Renewable and Sustainable Energy Reviews. 166. https://doi.org/10.1016/j.rser.2022.112676Article
HD 207897 b: A dense sub-Neptune transiting a nearby and bright K-type star
Heidari, N., Boisse, I., Orell-Miquel, J., Hebrard, G., Acuna, L., Hara, N. C., Lillo-Box, J., Eastman, J. D., Arnold, L., Astudillo-Defru, N., Adibekyan, V., Bieryla, A., Bonfils, X., Bouchy, F., Barclay, T., Brasseur, C. E., Borgniet, S., Bourrier, V., Buchhave, L., ..., Weiss, L. M.. 2022. "HD 207897 b: A dense sub-Neptune transiting a nearby and bright K-type star." Astronomy and Astrophysics: a European journal. 658. https://doi.org/10.1051/0004-6361/202141429Article
Cyanobacteria blue-green algae prediction enhancement using hybrid machine learning–based gamma test variable selection and empirical wavelet transform
Heddam, Salim, Yaseen, Zaher Mundher, Falah, Mayadah W., Goliatt, Leonardo, Tan, Mou Leong, Sa’adi, Zulfaqar, Ahmadianfar, Iman, Saggi, Mandeep, Bhatia, Amandeep and Samui, Pijush. 2022. "Cyanobacteria blue-green algae prediction enhancement using hybrid machine learning–based gamma test variable selection and empirical wavelet transform." Environmental Science and Pollution Research. 29 (51), pp. 77157-77187. https://doi.org/10.1007/s11356-022-21201-1Article
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