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
3971 results found
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Fostering Enduring Peer Learning Groups for 1st Year Students
Brown, Jason, Kennedy, Joel, Raj, Nawin and Quinton, Matthew. 2023. "Fostering Enduring Peer Learning Groups for 1st Year Students." 34th Annual Conference of the Australasian Association for Engineering Education (AAEE 2023). Gold Coast, Australia 03 - 06 Dec 2023 Australia. Australasian Association for Engineering Education.Paper
Discovery and mass measurement of the hot, transiting, Earth-sized planet, GJ 3929 b
Kemmer, J., Dreizler, S., Kossakowski, D., Stock, S., Quirrenbach, A., Caballero, J. A., Amado, P. J., Collins, K. A., Espinoza, N., Herrero, E., Jenkins, J. M., Latham, D. W., Lillo-Box, J., Narita, N., Palle, E., Reiners, A., Ribas, I., Ricker, G., Rodriguez, E., ..., Zechmeister, M.. 2022. "Discovery and mass measurement of the hot, transiting, Earth-sized planet, GJ 3929 b." Astronomy and Astrophysics: a European journal. 659, pp. 1-23. https://doi.org/10.1051/0004-6361/202142653Article
Evaluation and Prediction of Groundwater Quality for Irrigation Using an Integrated Water Quality Indices, Machine Learning Models and GIS Approaches: A Representative Case Study
Ibrahim, Hekmat, Yaseen, Zaher Mundher, Scholz, Miklas, Ali, Mumtaz, Gad, Mohamed, Elsayed, Salah, Khadr, Mosaad, Hussein, Hend, Ibrahim, Hazem H., Eid, Mohamed Hamdy, Kovács, Attila, Péter, Szűcs and Khalifa, Moataz M.. 2023. "Evaluation and Prediction of Groundwater Quality for Irrigation Using an Integrated Water Quality Indices, Machine Learning Models and GIS Approaches: A Representative Case Study." Water. 15 (4). https://doi.org/10.3390/w15040694Article
A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture
Jamei, Mehdi, Ali, Mumtaz, Karbasi, Masoud, Sharma, Ekta, Jamei, Mozhdeh, Chu, Xuefeng and Yaseen, Zaher Mundher. 2023. "A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture." Engineering Applications of Artificial Intelligence. 120. https://doi.org/10.1016/j.engappai.2023.105895Article
Analysis and Protection of Public Medical Dataset: From Privacy Perspective
Jahan, Samsad, Ge, Yong-Feng, Kabir, Enamul and Wang, Hua. 2023. "Analysis and Protection of Public Medical Dataset: From Privacy Perspective." 12th International Conference on Health Information Science (HIS 2023). Melbourne, Australia 23 - 24 Oct 2023 Singapore. https://doi.org/10.1007/978-981-99-7108-4_7Paper
Entity alignment via graph neural networks: a component-level study
Shu, Yanfeng, Zhang, Ji, Huang, Guangyan, Chi, Chi-Hung and He, Jing. 2023. "Entity alignment via graph neural networks: a component-level study." World Wide Web. 26 (6), pp. 4069-4092. https://doi.org/10.1007/s11280-023-01221-8Article
Verification of Gaia Data Release 3 Single-lined Spectroscopic Binary Solutions With Three Transiting Low-mass Secondaries
Zhou, George, Schmidt, Stephen P., Schlaufman, Kevin C., Ding, Keyi, Grunblatt, Samuel K., Carmichael, Theron, Bieryla, Allyson, Rodriguez, Joseph E, Schulte, Jack, Vowell, Noah, Quinn, Samuel N. Q, Yee, Samuel W., Winn, Joshua N., Hartman, Joel D., Latham, David W., Caldwell, Douglas A., Fausnaugh, M. M., Hedges, Christina, Jenkins, Jon M., ..., Seager, Sara. 2023. "Verification of Gaia Data Release 3 Single-lined Spectroscopic Binary Solutions With Three Transiting Low-mass Secondaries." The Astronomical Journal. 166 (6). https://doi.org/10.3847/1538-3881/ad0135Article
Preface WI-IAT 2023
Orlando, Salvatore, Pasi, Gabriella, Bruch, Sebastian, Lucchese, Claudio and Tao, Xiaohui. 2023. "Preface WI-IAT 2023." 2023 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). Venice, Italy 26 - 29 Oct 2023 Italy. https://doi.org/10.1109/WI-IAT59888.2023.00005Other
Separated Twins or Just Siblings? A Multiplanet System around an M Dwarf Including a Cool Sub-Neptune
Harris, Mallory, Dragomir, Diana, Mireles, Ismael, Collins, Karen A., Ulmer-Moll, Solène, Howell, Steve B., Stassun, Keivan G., Zhou, George, Ziegler, Carl Z, Bouchy, François, Briceno, César, Charbonneau, David, Collins, Kevin I., Furesz, Gábor, Guerrero, Natalia M., Jenkins, Jon M., Jensen, Eric L. N., Kristiansen, Martti H. K., Law, Nicholas, ..., Winn, Joshua N.. 2023. "Separated Twins or Just Siblings? A Multiplanet System around an M Dwarf Including a Cool Sub-Neptune." The Astrophysical Journal Letters. 959 (1). https://doi.org/10.3847/2041-8213/ad037dArticle
SARW: Similarity-Aware Random Walk for GCN
Hou, Linlin, Zhang, Haixiang, Hou, Qing-Hu, Guo, Alan J.X., Wu, Ou, Yua, Ting and Zhang, Ji. 2023. "SARW: Similarity-Aware Random Walk for GCN." Intelligent Data Analysis. 27 (6), pp. 1615 -1636. https://doi.org/10.3233/IDA-227085Article
Thinking space generation using context-enhanced knowledge fusion for systematic brain computing
Kuai, Hongzhi, Tao, Xiaohui and Zhong, Ning. 2023. "Thinking space generation using context-enhanced knowledge fusion for systematic brain computing." Web Intelligence. 21 (4), pp. 345-361. https://doi.org/10.3233/WEB-220089Article
Channel-Agnostic Training of Transmitter and Receiver for Wireless Communications
Davey, Christopher P., Shakeel, Ismail, Deo, Ravinesh C. and Salcedo-sanz, Sancho. 2023. "Channel-Agnostic Training of Transmitter and Receiver for Wireless Communications ." Sensors. 23 (24). https://doi.org/10.3390/s23249848Article
Knowledge-Based Nonlinear to Linear Dataset Transformation for Chronic Illness Classification
Jaworsky, Markian, Tao, Xiaohui, Yong, Jianming, Pan, Lei, Zhang, Ji and Pokhrel, Shiva Raj. 2023. "Knowledge-Based Nonlinear to Linear Dataset Transformation for Chronic Illness Classification." 12th International Conference on Health Information Science (HIS 2023). Melbourne, Australia 23 - 24 Oct 2023 Singapore. https://doi.org/10.1007/978-981-99-7108-4_10Paper
Predicting learners' performance using MOOC clickstream
Xiao, Kui, Pan, Xueyan, Zhang, Yan, Tao, Xiaohui and Huang, Zhifang. 2023. "Predicting learners' performance using MOOC clickstream." 19th International Conference on Advanced Data Mining and Applications (ADMA'23). Shenyang, China 21 - 23 Aug 2023 Switzerland. Springer. https://doi.org/10.1007/978-3-031-46674-8_42Paper
HA-CMNet: A Driver CTR Model for Vehicle-Cargo Matching in O2O Platform
Jiang, Zilong, Zuo, Xiang, Li, Lin, Tao, Xiaohui and Wang, Dali. 2023. "HA-CMNet: A Driver CTR Model for Vehicle-Cargo Matching in O2O Platform." 19th International Conference on Advanced Data Mining and Applications (ADMA'23). Shenyang, China 21 - 23 Aug 2023 Switzerland . Springer. https://doi.org/10.1007/978-3-031-46674-8_45Paper
Tree-like Interaction Learning for Bundle Recommendation
Ke, Haole, Li, Lin, Wang, Peipei, Yuan, Jingling and Tao, Xiaohui. 2023. "Tree-like Interaction Learning for Bundle Recommendation." 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'23). Rhodes Island, Greece 04 - 10 Jun 2023 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICASSP49357.2023.10096246Paper
The Impact on Employability by COVID-19 Pandemic - AI Case Studies
Bandi, Venkata Bharath, Tao, Xiaohui, Shaik, Thanveer, Yong, Jianming and Zhang, Ji. 2023. "The Impact on Employability by COVID-19 Pandemic - AI Case Studies ." 24th International Conference on Web Information Systems Engineering (WISE 2023). Melbourne, Australia 25 - 27 Oct 2023 Singapore . Springer. https://doi.org/10.1007/978-981-99-7254-8_66Paper
User-Meal Interaction Learning for Meal Recommendation: A Reproducibility Study
Li, Ming, Li, Lin, Tao, Xiaohui and Zhong, Ning. 2023. "User-Meal Interaction Learning for Meal Recommendation: A Reproducibility Study." Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP '23). Beijing, China 26 - 28 Nov 2023 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3624918.3625342Paper
Interrelated feature selection from health surveys using domain knowledge graph
Jaworsky, Markian, Tao, Xiaohui, Pan, Lei, Pokhrel, Shiva Raj, Yong, Jianming and Zhang, Ji. 2023. "Interrelated feature selection from health surveys using domain knowledge graph." Health Information Science and Systems. 11. https://doi.org/10.1007/s13755-023-00254-7Article
A grid of 200 000 models of young δ Scuti stars using mesa and GYRE
Murphy, Simon J, Bedding, Timothy R., Gautam, Anuj and Joyce, Meridith. 2023. "A grid of 200 000 models of young δ Scuti stars using mesa and GYRE." Monthly Notices of the Royal Astronomical Society. 526 (3), pp. 3779-3795. https://doi.org/10.1093/mnras/stad2849Article
Deep learning based sleep stage classification studies
Pei, Wei. 2023. Deep learning based sleep stage classification studies. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z7y01PhD by Publication
Estimation of erythemal radiation reflectance based on photopic weighted reflected irradiance
Turner, Joanna, Parisi, Alfio V. and Amar, Abdurazaq. 2023. "Estimation of erythemal radiation reflectance based on photopic weighted reflected irradiance." 20th Congress for European Society for Photobiology . Lyon, France 27 - 31 Aug 2023 France.Presentation
The Close AGN Reference Survey (CARS). A parsec-scale multi-phase outflow in the super-Eddington NLS1 Mrk 1044
Winkel, N., Husemann, B., Singha, M., Bennert, V., Combes, F., Davis, T. A., Gaspari, M., Jahnke, K., McElroy, R., O'Dea, C. P. and Pérez-Torres, M. A.. 2023. "The Close AGN Reference Survey (CARS). A parsec-scale multi-phase outflow in the super-Eddington NLS1 Mrk 1044." Astronomy and Astrophysics: a European journal. 670. https://doi.org/10.1051/0004-6361/202244630Article
Still alive and kicking: A significant outburst in changing-look AGN Mrk 1018
Brogan, R., Krumpe, M., Homan, D., Urrutia, T., Granzer, T., Husemann, B., Neumann, J., Gaspari, M., Vaughan, S. P., Croom, S.M., Combes, F., Pérez-Torres, M., Coil, A., McElroy, R., Winkel, N. and Singha, M.. 2023. "Still alive and kicking: A significant outburst in changing-look AGN Mrk 1018." Astronomy and Astrophysics: a European journal. 677. https://doi.org/10.1051/0004-6361/202346475Article
The Close AGN Reference Survey (CARS): An Interplay between Radio Jets and AGN Radiation in the Radio-quiet AGN HE0040-1105
Singha, M., Winkel, N., Vaddi, S., Pérez-Torres, M., Gaspari, M., Smirnova-Pinchukova, I., O'Dea, C. P., Combes, F., Omoruyi, O., Rose, T., McElroy, R., Husemann, B., Davis, T. A., Baum, S.A., Lawlor-Forsyth, C., Neumann, J. and Tremblay, G. R.. 2023. "The Close AGN Reference Survey (CARS): An Interplay between Radio Jets and AGN Radiation in the Radio-quiet AGN HE0040-1105." The Astrophysical Journal: an international review of astronomy and astronomical physics. 959 (2). https://doi.org/10.3847/1538-4357/ad004dArticle
Optimizing the Seasonal Shade and Ultraviolet Protection of a Suburban Playground by Utilization of the Playground Shade Index
Downs, Nathan, Butler, Harry, Parisi, Alfio, Beckman-Downs, Melanie and Igoe, Damien. 2023. "Optimizing the Seasonal Shade and Ultraviolet Protection of a Suburban Playground by Utilization of the Playground Shade Index." Photochemistry and Photobiology. 99 (6), pp. 1483-1492. https://doi.org/10.1111/php.13792Article
Deep Image Analysis for Microalgae Identification
Soar, Jeffrey, Lih, Oh Shu, Wen, Loh Hui, Ward, Aleth, Sharma, Ekta, Deo, Ravinesh C., Barua, Prabal Datta, Tan, Ru-San, Rinen, Eliezer and Acharya, Rajendra. 2023. "Deep Image Analysis for Microalgae Identification." Lecture notes in computer science. Switzerland . Springer. pp. 280-292Edited book (chapter)
Revolutionizing healthcare with federated reinforcement learning: from machine learning to machine unlearning
Shaik, Thanveer Basha. 2023. Revolutionizing healthcare with federated reinforcement learning: from machine learning to machine unlearning. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z6096PhD by Publication
Top-k socio-spatial co-engaged location selection for social users
Hasan Haldar, Nur Al, Li, Jianxin, Ali, Mohammed Eunus, Cai, Taotao, Chen, Yunliang, Sellis, Timos and Reynolds, Mark. 2023. "Top-k socio-spatial co-engaged location selection for social users." IEEE Transactions on Knowledge and Data Engineering. 35 (5), pp. 5325-5340. https://doi.org/10.1109/TKDE.2022.3151095Article
Towards Multi-User, Secure, and Verifiable kNN Query in Cloud Database
Cui, Ningning, Qian, Kang, Cai, Taotao, Li, Jianxin, Yang, Xiaochun, Cui, Jie and Zhong, Hong. 2023. "Towards Multi-User, Secure, and Verifiable kNN Query in Cloud Database." IEEE Transactions on Knowledge and Data Engineering. 35 (9), pp. 9333-9349. https://doi.org/10.1109/TKDE.2023.3237879Article
Incremental graph computation: Anchored Vertex Tracking in Dynamic Social Networks
Cai, Taotao, Yang, Shuiqiao, Li, Jianxin, Sheng, Quan Z., Yang, Jian, Wang, Xin, Zhang, Wei Emma and Gao, Longxiang. 2023. "Incremental graph computation: Anchored Vertex Tracking in Dynamic Social Networks." IEEE Transactions on Knowledge and Data Engineering. 35 (7), pp. 7030-7044. https://doi.org/10.1109/TKDE.2022.3199494Article
Giant Outer Transiting Exoplanet Mass (GOT 'EM) Survey. III. Recovery and Confirmation of a Temperate, Mildly Eccentric, Single-transit Jupiter Orbiting TOI-2010
Mann, Christopher R., Dalba, Paul A., Lafrenière, David, Fulton, Benjamin J., Hebrard, Guillaume, Boisse, Isabelle, Dalal, Shweta, Deleuil, Magali, Delfosse, Xavier, Demangeon, Olivier, Forveille, Thierry, Heidari, Neda, Kiefer, Flavien, Martioli, Eder, Moutou, Claire, Endl, Michael, Cochran, William D., MacQueen, Phillip, Marchis, Franck, ..., Ting, Eric B.. 2023. "Giant Outer Transiting Exoplanet Mass (GOT 'EM) Survey. III. Recovery and Confirmation of a Temperate, Mildly Eccentric, Single-transit Jupiter Orbiting TOI-2010 ." The Astronomical Journal. 166 (6). https://doi.org/10.3847/1538-3881/ad00bcArticle
Trouble in paradise: When two species of conservation and cultural value clash, causing a management conundrum
Behrendorff, Linda, King, Rachel and Allen, Benjamin L.. 2023. "Trouble in paradise: When two species of conservation and cultural value clash, causing a management conundrum." Ecology and Evolution. 13 (11). https://doi.org/10.1002/ece3.10726Article
In vitro screening of topical formulation excipients for epithelial toxicity in cancerous and non-cancerous cell lines
Forouz, Farzaneh, Mohammed, Yousuf, Shobeiri Nejad, Hamid S. A., Roberts, Michael S. and Grice, Jeffrey E.. 2023. "In vitro screening of topical formulation excipients for epithelial toxicity in cancerous and non-cancerous cell lines ." EXCLI journal . 22, pp. 1173-1199. https://doi.org/10.17179/excli2023-6072Article
Knowledge Tracing Based on Gated Heterogeneous Graph Convolutional Networks
Zhang, Yang, Wang, Zhen, Yu, Ting, Lu, Mingming, Ren, Zujie and Zhang, Ji. 2023. "Knowledge Tracing Based on Gated Heterogeneous Graph Convolutional Networks." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020547Paper
IDGMS: a One-Stop Graph Mining System for Infectious Diseases
Xu, Zenghui, Yu, Ting, Hong, Xingyun, Li, Mingzhang, Zhang, Yang, Ren, Zujie and Zhang, Ji. 2023. "IDGMS: a One-Stop Graph Mining System for Infectious Diseases." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020537Paper
Debiased Learning of Self-Labeled Twitter Data for User Demographic Prediction
Wang, Zhen, Cooley, Madison, Zhang, Yang, Lan, Chao and Zhang, Ji. 2023. "Debiased Learning of Self-Labeled Twitter Data for User Demographic Prediction." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020166Paper
Fast Fourier Transform and Ensemble Model to Classify Epileptic EEG Signals
Lafta, Raid, Alshaheen, Hisham, Wang, Biao, Tao, Xiaohui, Li, Lingling, Zhang, Kexin and Zhang, Ji. 2023. "Fast Fourier Transform and Ensemble Model to Classify Epileptic EEG Signals." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020818Paper
A Parallel Framework for Streaming Graphs Computing
Jiang, Ting, Yu, Ting, Hong, Zexian, Ren, Zujie and Zhang, Ji. 2023. "A Parallel Framework for Streaming Graphs Computing." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020995Paper
Hyperspectral Anomaly Detection based on Autoencoder using Superpixel Manifold Constraint
Gan, Yuquan, Liu, Wenqiang, Liu, Ying, He, Jinglu and Zhang, Ji. 2023. "Hyperspectral Anomaly Detection based on Autoencoder using Superpixel Manifold Constraint." 2022 5th International Conference on Artificial Intelligence and Pattern Recognition (AIPR 2022). Xiamen China 23 - 25 Sep 2022 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3573942.3574108Paper
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