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
4115 results found
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Automated accurate emotion classification using Clefia pattern-based features with EEG signals
Dogan, Abdullah, Barua, Prabal Datta, Baygin, Mehmet, Tuncer, Turker, Dogan, Sengul, Yaman, Orhan, Dogru, Ali Hikmet and Acharya, Rajendra U.. 2024. "Automated accurate emotion classification using Clefia pattern-based features with EEG signals." International Journal of Healthcare Management. 17 (1), pp. 32-45. https://doi.org/10.1080/20479700.2022.2141694Article
Artificial intelligence assisted tools for the detection of anxiety and depression leading to suicidal ideation in adolescents: a review
Barua, Prabal Datta, Jahmunah, Jahmunah, Oh, Oh Shu, Palmer, Elizabeth Emma, Yamakawa, Toshitaka, Kobayashi, Makiko and Acharya, Udyavara Rajendra. 2024. "Artificial intelligence assisted tools for the detection of anxiety and depression leading to suicidal ideation in adolescents: a review." Cognitive Neurodynamics. 18 (1), pp. 1-22. https://doi.org/10.1007/s11571-022-09904-0Article
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
Recommending Learning Objects Through Attentive Heterogeneous Graph Convolution and Operation-Aware Neural Network
Zhu, Yifan, Lin, Qika, Lu, Hao, Shi, Kaize, Liu, Donglei, Chambua, James, Wang, Shanshan and Niu, Zhendong. 2023. "Recommending Learning Objects Through Attentive Heterogeneous Graph Convolution and Operation-Aware Neural Network ." IEEE Transactions on Knowledge and Data Engineering. 35 (4), pp. 4178-4189. https://doi.org/10.1109/TKDE.2021.3125424Article
AMR-TST: Abstract Meaning Representation-based Text Style Transfer
Shi, Kaize, Sun, Xueyao, He, Li, Wang, Dingxian, Li, Qing and Xu, Guandong. 2023. "AMR-TST: Abstract Meaning Representation-based Text Style Transfer." Findings of the Association for Computational Linguistics: ACL 2023. Toronto, Canada 09 - 14 Jul 2023 Canada.Paper
Multiple knowledge-enhanced meteorological social briefing generation
Shi, Kaize, Peng, Xueping, Lu, Hao, Zhu, Yifan and Niu, Zhendong. 2023. "Multiple knowledge-enhanced meteorological social briefing generation." IEEE Transactions on Computational Social Systems. 11 (2), pp. 2002-2013. https://doi.org/10.1109/TCSS.2023.3298252Article
MTSTI: A multi-task learning framework for spatiotemporal imputation
Chen, Yakun, Shi, Kaize, Wang, Xianzhi and Xu, Guandong. 2023. "MTSTI: A multi-task learning framework for spatiotemporal imputation." 19th International Conference on Advanced Data Mining and Applications (ADMA'23). Shenyang, China 21 - 23 Aug 2023 Switzerland. Springer. https://doi.org/10.1007/978-3-031-46677-9_13Paper
Optimizing taxi route planning based on taxi trajectory data analysis
Yang, Xinyi, Chen, Zhi and Luo, Yadan. 2023. "Optimizing taxi route planning based on taxi trajectory data analysis." 34th Australasian Database Conference (ADC 2023). Melbourne, Australia 01 202 - 03 Nov 2023 Switzerland . Springer. https://doi.org/10.1007/978-3-031-47843-7_4Paper
Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error
Wang, Zixin, Luo, Yadan, Chen, Zhi, Wang, Sen and Huang, Zi. 2023. "Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error." 31st ACM International Conference on Multimedia (MM '23). Ottawa, Canada 29 Oct 202 - 03 Nov 2023 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3581783.3611808Paper
Zero-Shot Learning by Harnessing Adversarial Samples
Chen, Zhi, Zhang, Pengfei, Li, Jingjing, Wang, Sen and Huang, Zi. 2023. "Zero-Shot Learning by Harnessing Adversarial Samples." 31st ACM International Conference on Multimedia (MM '23). Ottawa, Canada 29 Oct 202 - 03 Nov 2023 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3581783.3611823Paper
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
YOLOv5s-CAM: A Deep Learning Model for Automated Detection and Classification for Types of Intracranial Hematoma in CT Images
Vidhya, V., Raghavendra, U., Gudigar, Anjan, Basak, Sudipta, Mallappa, Sankalp, Hegde, Ajay, Menon, Girish R., Barua, Prabal Datta, Salvi, Massimo, Ciaccio, Edward J., Molinari, Filippo and Acharya, U. Rajendra. 2023. "YOLOv5s-CAM: A Deep Learning Model for Automated Detection and Classification for Types of Intracranial Hematoma in CT Images." IEEE Access. 11, pp. 141309 - 141328. https://doi.org/10.1109/ACCESS.2023.3339560Article
EfDenseNet: Automated Pulmonary Hypertension Detection Model Based on EfficientNetb0 and DenseNet201 Using CT Images
Kivrak, Tarik, Nayak, Jagadish, Gelen, Mehmet Ali, Barua, Prabal Datta, Baygin, Mehmet, Pamukcu, Hilal Erken, Dogan, Sengul, Tuncer, Turker and Acharya, U. Rajendra. 2023. "EfDenseNet: Automated Pulmonary Hypertension Detection Model Based on EfficientNetb0 and DenseNet201 Using CT Images." IEEE Access. 11, pp. 142711-142724. https://doi.org/10.1109/ACCESS.2023.3338228Article
Verification of Gaia Data Release 3 Single-lined Spectroscopic Binary Solutions With Three Transiting Low-mass Secondaries
Schmidt, Stephen P., Schlaufman, Kevin C., Ding, Keyi, Grunblatt, Samuel K., Carmichael, Theron, Bieryla, Allyson, Rodriguez, Joseph E, Schulte, Jack, Vowell, Noah, Zhou, George, 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
Full-Resolution Lung Nodule Localization From Chest X-Ray Images Using Residual Encoder-Decoder Networks
Horry, Michael J., Chakraborty, Subrata, Pradhan, Biswajeet, Paul, Manoranjan, Zhu, Jing, Barua, Prabal Datta, Mir, Hasan Saeed, Chen, Fang, Zhou, Jianlong and Acharya, U. Rajendra. 2023. "Full-Resolution Lung Nodule Localization From Chest X-Ray Images Using Residual Encoder-Decoder Networks." IEEE Access. 11, pp. 143016 - 143036. https://doi.org/10.1109/ACCESS.2023.3343451Article
The energy‑growth nexus in Canada: new empirical insights
Ali, Md. Idris, Ceh, Brian and Salahuddin, Mohammad. 2023. "The energy‑growth nexus in Canada: new empirical insights." Environmental Science and Pollution Research. 30 (58), pp. 122822 - 122839. https://doi.org/10.1007/s11356-023-30825-wArticle
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
Validating AU Microscopii d with Transit Timing Variations
Wittrock, Justin M., Plavchan, Peter P., Cale, Bryson L., Barclay, Thomas, Ludwig, Mathis R., Schwarz, Richard P., Mekarnia, Djamel, Triaud, Amaury H. M. J., Abe, Lyu, Suarez, Olga, Guillot, Tristan, Conti, Dennis M., Collins, Karen A., Waite, Ian A., Kielkopf, John F., Collins, Kevin I., Dreizler, Stefan, El Mufti, Mohammed, Feliz, Dax L., ..., Vega, Laura D.. 2023. "Validating AU Microscopii d with Transit Timing Variations." The Astronomical Journal. 166 (6). https://doi.org/10.3847/1538-3881/acfda8Article
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
Author Correction: Explainable AI approach with original vegetation data classifies spatio‑temporal nitrogen in flows from ungauged catchments to the Great Barrier Reef
O’Sullivan, Cherie M., Deo, Ravinesh C. and Ghahramani, Afshin. 2023. "Author Correction: Explainable AI approach with original vegetation data classifies spatio‑temporal nitrogen in flows from ungauged catchments to the Great Barrier Reef." Scientific Reports. 13 (1). https://doi.org/10.1038/s41598-023-48938-0Notes or commentaries
The CUBES science case
Evans, Chris, Cristiani, Stefano, Opitom, Cyrielle, Cescutti, Gabriele, D’Odorico, Valentina, Alcalá, Juan Manuel, Alencar, Silvia H. P., Balashev, Sergei, Barbuy, Beatriz, Bastian, Nate, Battino, Umberto, Cambianica, Pamela, Carini, Roberta, Carter, Brad, Cassisi, Santi, Castilho, Bruno Vaz, Christlieb, Norbert, Cooke, Ryan, Covino, Stefano, ..., Zafar, Tayyaba. 2023. "The CUBES science case." Experimental Astronomy: an international journal on astronomical instrumentation and data analysis. 55 (1), pp. 1 - 57. https://doi.org/10.1007/s10686-022-09864-7Article
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
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