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
4045 results found
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The VMC survey – XLIX. Discovery of a population of quasars dominated by nuclear dust emission behind the Magellanic Clouds
Pennock, Clara M., van Loon, Jacco Th., Anih, Joy O., Maitra, Chandreyee, Haberl, Frank, Sansom, Anne E., Ivanov, Valentin D., Cowley, Michael J., Afonso, Jose, Anton, Sonia, Cioni, Maria-Rosa L., Craig, Jessica E. M., Filipovic, Miroslav D., Hopkins, Andrew M., Nanni, Ambra, Prandoni, Isabella and Vardoulaki, Eleni. 2022. "The VMC survey – XLIX. Discovery of a population of quasars dominated by nuclear dust emission behind the Magellanic Clouds." Monthly Notices of the Royal Astronomical Society. 515 (4), pp. 6046-6065. https://doi.org/10.1093/mnras/stac2096Article
One year of AU Mic with HARPS: I-measuring the masses of the two transiting planets
Zicher, Norbert, Barragan, Oscar, Klein, Baptiste, Aigrain, Suzanne, Owen, James E., Gandolfi, Davide, Lagrange, Anne-Marie, Serrano, Luisa Maria, Kaye, Laurel, Nielsen, Louise Dyregaard, Rajpaul, Vinesh Maguire, Grandjean, Antoine, Goffo, Elisa and Nicholson, Belinda. 2022. "One year of AU Mic with HARPS: I-measuring the masses of the two transiting planets." Monthly Notices of the Royal Astronomical Society. 512 (2), pp. 3060-3078. https://doi.org/10.1093/mnras/stac614Article
One year of AU Mic with HARPS - II. Stellar activity and star-planet interaction
Klein, Baptiste, Zicher, Norbert, Kavanagh, Robert D., Nielsen, Louise D, Aigrain, Suzanne, Vidotto, Aline A., Barragan, Oscar, Strugarek, Antoine, Nicholson, Belinda, Donati, Jean-Francois and Bouvier, Jerome. 2022. "One year of AU Mic with HARPS - II. Stellar activity and star-planet interaction." Monthly Notices of the Royal Astronomical Society. 512 (4), pp. 5067-5084. https://doi.org/10.1093/mnras/stac761Article
A hierarchical classification/regression algorithm for improving extreme wind speed events prediction
Pelaez-Rodriguez, C., Perez-Aracil, J., Fister, D, Prieto-Godino, L., Deo, R.C. and Salcedo-sanz, S.. 2022. "A hierarchical classification/regression algorithm for improving extreme wind speed events prediction." Renewable Energy. 201 (Part 2), pp. 157-178. https://doi.org/10.1016/j.renene.2022.11.042Article
Designing a Multi-Stage Expert System for daily ocean wave energy forecasting: A multivariate data decomposition-based approach
Jamei, Mehdi, Ali, Mumtaz, Karbasi, Masoud, Xiang, Yong, Ahmadianfar, Iman and Yaseen, Zaher Mundher. 2022. "Designing a Multi-Stage Expert System for daily ocean wave energy forecasting: A multivariate data decomposition-based approach ." Applied Energy. 326, pp. 1-24. https://doi.org/10.1016/j.apenergy.2022.119925Article
Forecasting weekly reference evapotranspiration using Auto Encoder Decoder Bidirectional LSTM model hybridized with a Boruta-CatBoost input optimizer
Karbasi, Masoud, Jamei, Mehdi, Ali, Mumtaz, Malik, Anurag and Yaseen, Zaher Mundher. 2022. "Forecasting weekly reference evapotranspiration using Auto Encoder Decoder Bidirectional LSTM model hybridized with a Boruta-CatBoost input optimizer." Computers and Electronics in Agriculture. 198, pp. 1-17. https://doi.org/10.1016/j.compag.2022.107121Article
Quasi-periodic Gaussian processes for stellar activity: From physical to kernel parameters
Nicholson, B. A. and Aigrain, S. 2022. "Quasi-periodic Gaussian processes for stellar activity: From physical to kernel parameters." Monthly Notices of the Royal Astronomical Society. 515 (4), pp. 5251-5266. https://doi.org/10.1093/mnras/stac2097Article
Validation of 13 Hot and Potentially Terrestrial TESS Planets
Giacalone, Steven, Dressing, Courtney D., Hedges, Christina, Kostov, Veselin B., Collins, Karen A., Jensen, Eric L. N., Yahalomi, Daniel A., Bieryla, Allyson, Ciardi, David R., Howell, Steve B., Lillo-Box, Jorge, Barkaoui, Khalid, Winters, Jennifer G, Matthews, Elisabeth, Livingston, John H., Quinn, Samuel N., Safonov, Boris S., Cadieux, Charles, Furlan, E., ..., Zou, Yujie. 2022. "Validation of 13 Hot and Potentially Terrestrial TESS Planets ." The Astronomical Journal. 163 (2). https://doi.org/10.3847/1538-3881/ac4334Article
Aiming Sustainable Transportation Utilizing Social Capital: A Perspective of Mobile Car Park App
Song Bo, Ahad, Md Taimur, Li, Yan and Rahman, F.M. Nafis. 2022. "Aiming Sustainable Transportation Utilizing Social Capital: A Perspective of Mobile Car Park App ." Mobile Information Systems. 2022. https://doi.org/10.1155/2022/5606833Article
Using LMS Log Data to Explore Student Engagement with Coursework Videos
Maloney, Suzanne, Axelsen, Megan, Galligan, Linda, Turner, Joanna, Redmond, Petrea, Brown, Alice, Basson, Marita and Lawrence, Jill. 2022. "Using LMS Log Data to Explore Student Engagement with Coursework Videos." Online Learning Journal. 26 (4), pp. 399-423. https://doi.org/10.24059/olj.v26i4.2998Article
3D Selection of 167 Substellar Companions to Nearby Stars
Feng, Fabo, Butler, R. Paul, Vogt, Steven S., Clement, Matthew S., Tinney, C. G., Cui, Kaiming, Aizawa, Masataka, Jones, Hugh R. A., Bailey, J., Burt, Jennifer, Carter B.D., Crane, Jeffrey D., Dotti, Francesco Flammini, Holden, Bradford, Ma, Bo, Ogihara, Masahiro, Oppenheimer, Rebecca, O'Toole, S. J., Shectman, Stephen A., ..., Xuan, Yifan. 2022. "3D Selection of 167 Substellar Companions to Nearby Stars." Astrophysical Journal Supplement Series. 262 (1). https://doi.org/10.3847/1538-4365/ac7e57Article
Predicting Women with Postpartum Depression Symptoms Using Machine Learning Techniques
Gopalakrishnan, Abinaya, Venkataraman, Revathi, Gururajan, Raj, Zhou, Xujuan and Zhu, Guohun. 2022. "Predicting Women with Postpartum Depression Symptoms Using Machine Learning Techniques." Mathematics. 10 (23). https://doi.org/10.3390/math10234570Article
Three new brown dwarfs and a massive hot Jupiter revealed by TESS around early-type stars
Psaridi, Angelica, Bouchy, Francois, Lendl, Monika, Grieves, Nolan, Stassun, Keivan G., Carmichael, Theron, Gill, Samuel, Pena Rojas, Pablo A., Gan, Tianjun, Shporer, Avi, Bieryla, Allyson, Brahm, Rafael, Christiansen, Jessie L., Crossfield, Ian J. M., Galland, Frank, Hooton, Matthew J., Jenkins, Jon M., Jenkins, James S., Latham, David W., ..., Zhao, Yinan. 2022. "Three new brown dwarfs and a massive hot Jupiter revealed by TESS around early-type stars ." Astronomy and Astrophysics: a European journal. 664. https://doi.org/10.1051/0004-6361/202243454Article
Exploration of the Barriers and Enablers of Mainstream Classroom Teachers Accessing Professional Development on Trauma Informed Classroom Pedagogy: The Nativity of the Embrace Framework
Collier, Simone. 2022. Exploration of the Barriers and Enablers of Mainstream Classroom Teachers Accessing Professional Development on Trauma Informed Classroom Pedagogy: The Nativity of the Embrace Framework. PhD by Publication Doctor of Professional Studies. University of Southern Queensland. https://doi.org/10.26192/q7q9zPhD by Publication
Hook, Line and Sinker: A Case Study of An Older Persons' Experience of Responding to a Phishing Email
Montefiore, Kara Joyce. 2022. Hook, Line and Sinker: A Case Study of An Older Persons' Experience of Responding to a Phishing Email. Masters Thesis Master of Science (Research). University of Southern Queensland. https://doi.org/10.26192/q7q8qMasters Thesis
Magnetic Fields of F-Type Stars
Seach, John M.. 2022. Magnetic Fields of F-Type Stars. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/q7q89PhD Thesis
Artificial Intelligence and Clean Air: Development of Novel Algorithms with Machine Learning and Deep Learning
Sharma, Ekta. 2022. Artificial Intelligence and Clean Air: Development of Novel Algorithms with Machine Learning and Deep Learning. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/q7q7wPhD by Publication
The Aligned Orbit of the Eccentric Warm Jupiter K2-232b
Wang, Songhu, Winn, Joshua N., Addison, Brett C., Dai, Fei, Rice, Malena, Holden, Bradford, Burt, Jennifer A., Wang, Xian-Yu, Butler, R. Paul, Vogt, Steven S. and Laughlin, Gregory. 2021. "The Aligned Orbit of the Eccentric Warm Jupiter K2-232b." The Astronomical Journal. 162 (2), pp. 1-6. https://doi.org/10.3847/1538-3881/ac0626Article
Australian eclipses: Three "men of science" and the Sydney eclipse of 1857
Lomb, Nick. 2021. "Australian eclipses: Three "men of science" and the Sydney eclipse of 1857." Journal of Astronomical History and Heritage. 24 (3), pp. 619-628. https://doi.org/10.3724/SP.J.1440-2807.2021.03.04Article
Sum-rate optimal communication under different power constraints
Alhasnawi, Mohammad Kaisb Layous and Addie, Ronald G.. 2019. "Sum-rate optimal communication under different power constraints." Obaidat, Mohammad, Callegari, Christian, van Sinderen, Marten, Novais, Paulo, Sarigiannidis, Panagiotis, Battiato, Sebastiano, de leon, Angel Serrano Sanchez, Lorenz, Pascal and Davoli, Franco (ed.) 16th International Joint Conference on e-Business and Telecommunications (ICETE 2019). Prague, Czech Republic 26 - 28 Jul 2019 https://doi.org/10.5220/0007957203730380Paper
Detecting relational states in online social networks
Zhang, Ji, Tan, Leonard, Tao, Xiaohui, Pham, Thuan, Zhu, Xiaodong, Li, Hongzhou and Chang, Liang. 2018. "Detecting relational states in online social networks." 5th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC 2018). Kaohsiung, Taiwan 12 - 14 Nov 2018 United States. https://doi.org/10.1109/BESC.2018.8697237Paper
On link stability detection for online social networks
Zhang, Ji, Tan, Leonard, Tao, Xiaohui, Lin, Jerry Chun-Wei, Li, Hongzhou and Chang, Liang. 2018. "On link stability detection for online social networks." Hartmann, Sven, Ma, Hui, Hameurlain, Abdelkader, Pernul, Gunther and Wagner, Roland R. (ed.) 29th International Conference on Database and Expert Systems Applications (DEXA 2018). Regensburg, Germany 03 - 06 Sep 2018 Switzerland. Springer. https://doi.org/10.1007/978-3-319-98809-2_20Paper
Learning relational fractals for deep knowledge graph embedding in online social networks
Zhang, Ji, Tan, Leonard, Tao, Xiaohui, Wang, Dianwei, Ying, Josh Jia-Ching and Wang, Xin. 2019. "Learning relational fractals for deep knowledge graph embedding in online social networks." Cheng, Reynold, mamoulis, Nikos, Sun, Yizhou and Huang, Xin (ed.) 20th International Conference on Web Information Systems Engineering (WISE 2019): Workshop, Demo and Tutorial. Hong Kong, China 19 - 22 Jan 2020 Singapore. Springer. https://doi.org/10.1007/978-3-030-34223-4_42Paper
Mining multispectral aerial images for automatic detection of strategic bridge locations for disaster relief missions
Munawar, Hafiz Suliman, Zhang, Ji, Li, Hongzhou, Mo, Deqing and Chang, Liang. 2019. "Mining multispectral aerial images for automatic detection of strategic bridge locations for disaster relief missions." Leong, Hou U. and Lauw, Hady W. (ed.) 8th Workshop on Biologically-Inspired Techniques for Knowledge Discovery and Data Mining (BDM 2019), held in conjunction with the 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2019). Macau, China 14 - 17 Apr 2019 Cham, Switzerland. Springer. https://doi.org/10.1007/978-3-030-26142-9_17Conference or Workshop item
A metaheuristic algorithm for hiding sensitive itemsets
Lin, Jerry Chun-Wei, Zhang, Yuyu, Fournier-Viger, Philippe, Djenouri, Youcef and Zhang, Ji. 2018. "A metaheuristic algorithm for hiding sensitive itemsets." Hartmann, Sven, Ma, Hui, Hameurlain, Abdelkader, Pernul, Gunther and Wagner, Roland R. (ed.) 29th International Conference on Database and Expert Systems Applications (DEXA 2018). Regensburg, Germany 03 - 06 Sep 2018 Cham, Switzerland. Springer. https://doi.org/10.1007/978-3-319-98812-2_45Paper
Twitter analysis for depression on social networks based on sentiment and stress
Tao, Xiaohui, Dharmalingam, Ravi, Zhang, Ji, Zhou, Xujuan, Li, Lin and Gururajan, Raj. 2019. "Twitter analysis for depression on social networks based on sentiment and stress." 6th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC 2019). Beijing, China 28 - 30 Oct 2019 United States. https://doi.org/10.1109/BESC48373.2019.8963550Paper
Personalised drug prescription for dental clinics using word embedding
Goh, Wee Pheng, Tao, Xiaohui, Zhang, Ji, Yong, Jianming, Oh, Xue Ling and Goh, Elizabeth Zhixin. 2020. "Personalised drug prescription for dental clinics using word embedding." Hou U, Leong, Yang, Jian, Cai, Yi, Karlapalem, Kamalakar, Liu, An and Huang, Xin (ed.) 20th International Conference on Web Information Systems Engineering (WISE 2019): Workshop, Demo and Tutorial. Hong Kong, China 19 - 22 Jan 2020 Singapore. https://doi.org/10.1007/978-981-15-3281-8_5Paper
MeKG: building a medical knowledge graph by data mining from MEDLINE
Pham, Thuan, Tao, Xiaohui, Zhang, Ji, Yong, Jianming, Zhou, Xujuan and Gururajan, Raj. 2019. "MeKG: building a medical knowledge graph by data mining from MEDLINE." Liang, Peipeng, Goel, Vinod and Shan, Chunlei (ed.) 12th International Conference on Brain Informatics (BI 2019). Haikou, China 13 - 15 Dec 2019 Switzerland. Springer. https://doi.org/10.1007/978-3-030-37078-7_16Paper
A Case Study of Predicting Banking Customers Behaviour by Using Data Mining
Zhou, Xujuan, Bargshady, Ghazal, Abdar, Moloud, Tao, Xiaohui, Gururajan, Raj and Chan, K. C.. 2019. "A Case Study of Predicting Banking Customers Behaviour by Using Data Mining." 6th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC 2019). Beijing, China 28 - 30 Oct 2019 United States. https://doi.org/10.1109/BESC48373.2019.8963436Paper
Understanding factors influencing adoption of mobile devices in telehealth: a quantitative study
Rani, Vasundhara, Hafeez-Baig, Abdul and Gururajan, Raj. 2019. "Understanding factors influencing adoption of mobile devices in telehealth: a quantitative study." 24th Asia Pacific DSI Conference Program (APDSI 2019). Brisbane, Australia 15 - 18 Jul 2019Paper
An efficient and secure itinerary-based data aggregation algorithm for WSNs
Wang, Taochun, Zhang, Ji, Luo, Yonglong, Zuo, Kaizhong and Ding, Xintao. 2017. "An efficient and secure itinerary-based data aggregation algorithm for WSNs." 16th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom-17). Sydney, Australia 01 - 04 Aug 2017 United States. https://doi.org/10.1109/Trustcom/BigDataSE/ICESS.2017.268Paper
A recommender system with advanced time series medical data analysis for diabetes patients in a telehealth environment
Lafta, Raid, Zhang, Ji, Tao, Xiaohui, Lin, Jerry Chun-Wei, Chen, Fulong, Luo, Yonglong and Zheng, Xiaoyao. 2018. "A recommender system with advanced time series medical data analysis for diabetes patients in a telehealth environment." Hartmann, Sven, Ma, Hui, Hameurlain, Abdelkader, Pernul, Gunther and Wagner, Roland R. (ed.) 29th International Conference on Database and Expert Systems Applications (DEXA 2018). Regensburg, Germany 03 - 06 Sep 2018 Cham, Switzerland. Springer. https://doi.org/10.1007/978-3-319-98812-2_15Paper
A genetic algorithm based technique for outlier detection with fast convergence
Zhu, Xiaodong, Zhang, Ji, Hu, Zewen, Li, Hongzhou, Chang, Liang, Zhu, Youwen, Lin, Jerry Chun-Wei and Qin, Yongrui. 2018. "A genetic algorithm based technique for outlier detection with fast convergence." Gan, Guojun, Li, Bohan, Li, Xue and Wang, Shuliang (ed.) 14th International Conference on Advanced Data Mining and Applications (ADMA 2018). Nanjing, China 16 - 18 Nov 2018 Switzerland. Springer. https://doi.org/10.1007/978-3-030-05090-0_8Paper
Experiments and proofs in web-service security
Sheniar, Dawood, Hadaad, Nabeel, Martin, David, Addie, Ron and Abdulla, Shahab. 2018. "Experiments and proofs in web-service security." Harris, Richard, Gregory, Mark, Tran-Gia, Phuoc and Pawlikowski, Krys (ed.) 28th International Telecommunication Networks and Application Conference: Experiments and Proofs in Web-service Security (ITNAC 2018). Sydney, Australia 21 - 23 Nov 2018 New York, United States. https://doi.org/10.1109/ATNAC.2018.8615367Paper
A set of quality metrics for the evaluation of voice termination services
Chan, Ka C., Zhou, Xujuan, Gururajan, Raj and Barua, Prabal. 2018. "A set of quality metrics for the evaluation of voice termination services." 5th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC 2018). Kaohsiung, Taiwan 12 - 14 Nov 2018 Los Alamitos, CA, United States. https://doi.org/10.1109/BESC.2018.00036Paper
Mining heterogeneous information graph for health status classification
Pham, Thuan, Tao, Xiaohui, Zhang, Ji, Yong, Jianming, Zhang, Wenping and Cai, Yi. 2018. "Mining heterogeneous information graph for health status classification." 5th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC 2018). Kaohsiung, Taiwan 12 - 14 Nov 2018 United States. https://doi.org/10.1109/BESC.2018.8697292Paper
Exploring the use of a network model in drug prescription support for dental clinics
Goh, Wee Pheng, Tao, Xiaohui, Zhang, Ji, Yong, Jianming, Qin, Yongrui, Goh, Elizabeth Zhixin and Hu, Aimin. 2018. "Exploring the use of a network model in drug prescription support for dental clinics." 5th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC 2018). Kaohsiung, Taiwan 12 - 14 Nov 2018 Piscataway, NJ, United States. https://doi.org/10.1109/BESC.2018.00042Paper
Data Privacy and System Security for Banking and Financial Services Industry based on Cloud Computing Infrastructure
Mahalle, Abhishek, Yong, Jianming, Tao, Xiaohui and Shen, Jun. 2018. "Data Privacy and System Security for Banking and Financial Services Industry based on Cloud Computing Infrastructure." 2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design. Nanjing, China 09 - 11 May 2018 United States. https://doi.org/10.1109/CSCWD.2018.8465318Paper
Statistics for evidence-based decisions - use, misuse and abuse
Khan, Shahjahan and Memon, M. Ashraf. 2017. "Statistics for evidence-based decisions - use, misuse and abuse." Hossain, Zakaria and Shiau, Jim (ed.) Third International Conference on Science, Engineering and Environment (SEE-2017). Springfield, Australia 13 - 16 Nov 2017 Tsu City, Mie, Japan.Paper
IMA Genome - F15: Draft genome assembly of Fusarium pilosicola, Meredithiella fracta, Niebla homalea, Pyrenophora teres hybrid WAC10721, and Teratosphaeria viscida
Duong, Tuan Anh, Aylward, Janneke, Ametrano, Claudio Gennaro, Poudel, Barsha, Santana, Quentin Carlo, Wilken, Pieter Markus, Martin, Anke, Arun‑Chinnappa, Kiruba Shankari, De Vos, Lieschen, DiStefano, Isabel, Grewe, Felix, Huhndorf, Sabine, Lumbsch, Helge Thorsten, Rakoma, Jostina Raesetsa, Poudel, Barsha, Steenkamp, Emma Theodora, Sun, Yukun, van der Nest, Magriet A., Wingfeld, Michael John, ..., Wingfeld, Brenda Diana. 2021. "IMA Genome - F15: Draft genome assembly of Fusarium pilosicola, Meredithiella fracta, Niebla homalea, Pyrenophora teres hybrid WAC10721, and Teratosphaeria viscida." IMA Fungus: the global mycological journal. 12 (1), pp. 1-17. https://doi.org/10.1186/s43008-021-00077-9Article
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