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
3579 results found
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A Generative Adversarial Active Learning Method for Effective Outlier Detection
Bah, Mohamed Jaward, Zhang, Ji, Yu, Ting, Xia, Feng, Li, Zhao, Zhou, Shuigeng and Wang, Hongzhi. 2023. "A Generative Adversarial Active Learning Method for Effective Outlier Detection." 34th International Conference on Tools with Artificial Intelligence (ICTAI 2022). Macao, China 31 Oct - 02 Nov 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICTAI56018.2022.00027Paper
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
A geometric model for estimating the volume and surface area of apples
Scarmana, Gabriel, McDougall, Kevin and Stepanyants, Yury. 2020. "A geometric model for estimating the volume and surface area of apples." Smart Surveyors for Land and Water Management (2020). Amsterdam, Netherlands 10 - 14 May 2020 Copenhagen, Denmark.Paper
A giant planet candidate transiting a white dwarf
Vanderburg, Andrew, Rappaport, Saul A., Xu, Siyi, Crossfield, Ian J. M., Becker, Juliette C., Gary, Bruce, Murgas, Felipe, Blouin, Simon, Kaye, Thomas G., Palle, Enric, Melis, Carl, Morris, Brett M., Kreidberg, Laura, Gorjian, Varoujan, Morley, Caroline V., Mann, Andrew W., Parviainen, Hannu, Pearce, Logan A., Newton, Elisabeth R., ..., Yu, Liang. 2020. "A giant planet candidate transiting a white dwarf." Nature. 585 (7825). https://doi.org/10.1038/s41586-020-2713-yArticle
A giant planet undergoing extreme-ultraviolet irradiation by its hot massive-star host
Gaudi, B. Scott, Stassun, Keivan G., Collins, Karen A., Beatty, Thomas G., Zhou, George, Latham, David W., Bieryla, Allyson, Eastman, Jason D., Siverd, Robert J., Crepp, Justin R., Gonzales, Erica J., Stevens, Daniel J., Buchhave, Lars A., Pepper, Joshua, Johnson, Marshall C., Colon, Knicole D., Jensen, Eric L. N., Rodriguez, Joseph E., Bozza, Valerio, ..., Trueblood, Patricia. 2017. "A giant planet undergoing extreme-ultraviolet irradiation by its hot massive-star host." Nature. 546 (7659). https://doi.org/10.1038/nature22392Article
A Global Fireball Observatory
Devillepoix, H. A. R., Cupak, M., Bland, P. A., Sansom, E. K., Towner, M. C., Howie, R. M., Hartig, B. A. D., Jansen-Sturgeon, T., Shober, P. M., Anderson, S. L., Benedix, G. K., Busan, D., Sayers, R., Jenniskens, P., Albers, J., Herd, C. D. K., Hill, P. J. A., Brown, P. G., Krzeminski, Z., ..., Tate, J. R.. 2020. "A Global Fireball Observatory." Planetary and Space Science. 191, pp. 1-10. https://doi.org/10.1016/j.pss.2020.105036Article
A Goal-Based Modeling Approach to Develop Security Requirements of Fault Tolerant Security-Critical Systems
Mougouei, Davoud, Moghtadaei, Mohammad and Moradmand, Somayeh. 2012. "A Goal-Based Modeling Approach to Develop Security Requirements of Fault Tolerant Security-Critical Systems." 2012 International Conference on Computer and Communication Engineering (ICCCE 2012). Kuala Lumpur, Malaysia 03 - 05 Jul 2012 United States. IEEE (Institute of Electrical and Electronics Engineers). pp. 200-205 https://doi.org/10.1109/ICCCE.2012.6271180Paper
A graph-powered large-scale fraud detection system
Li, Zhao, Wang, Biao, Huang, Jiaming, Jin, Yilun, Xu, Zenghui, Zhang, Ji and Gao, Jianliang. 2024. "A graph-powered large-scale fraud detection system." International Journal of Machine Learning and Cybernetics. 15 (1), p. 115–128. https://doi.org/10.1007/s13042-023-01786-wArticle
A Habitable-zone Earth-sized Planet Rescued from False Positive Status
Vanderburg, Andrew, Rowden, Pamela, Bryson, Steve, Coughlin, Jeffrey, Batalha, Natalie, Collins, Karen A., Latham, David W., Mullally, Susan E., Colon, Knicole D., Henze, Chris, Huang, Chelsea X. and Quinn, Samuel N.. 2020. "A Habitable-zone Earth-sized Planet Rescued from False Positive Status." The Astrophysical Journal Letters. 893 (1), pp. 1-8. https://doi.org/10.3847/2041-8213/ab84e5Article
A Hand-Modeled Feature Extraction-Based Learning Network to Detect Grasps Using sEMG Signal
Baygin, Mehmet, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Key, Sefa, Acharya, U. Rajendra and Cheong, Kang Hao. 2022. "A Hand-Modeled Feature Extraction-Based Learning Network to Detect Grasps Using sEMG Signal." Sensors. 22 (5). https://doi.org/10.3390/s22052007Article
A Herschel resolved debris disc around HD 105211
Hengst, S., Marshall, J. P., Horner, J. and Marsden, S. C.. 2017. "A Herschel resolved debris disc around HD 105211." Monthly Notices of the Royal Astronomical Society. 468 (4), pp. 4725-4734. https://doi.org/10.1093/mnras/stx753Article
A hidden population of massive white dwarfs: two spotted K + WD binaries
Rowan, Dominick M, Jayasinghe, Tharindu, Tucker, Michael A., Lam, Casey Y., Thompson, Todd A., Kochanek, Christopher S., Abrams, Natasha S., Fulton, Benjamin J., Ilyin, Ilya, Isaacson, Howard, Lu, Jessica R., Martin, David V. and Nicholson, Belinda. 2024. "A hidden population of massive white dwarfs: two spotted K + WD binaries." Monthly Notices of the Royal Astronomical Society. 529, pp. 587-603. https://doi.org/10.1093/mnras/stae517Article
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
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
A High Obliquity Orbit for the Hot-Jupiter HATS-14b Transiting a 5400K Star
Zhou, G., Bayliss, D., Hartman, J. D., Fulton, B. J., Bakos, G. A., Howard, A. W., Isaacson, H., Marcy, G. W., Schmidt, B. P., Brahm, R. and Jordan, A.. 2015. "A High Obliquity Orbit for the Hot-Jupiter HATS-14b Transiting a 5400K Star." The Astrophysical Journal Letters. 814 (1), pp. 1-6. https://doi.org/10.1088/2041-8205/814/1/l16Article
A high-precision near-infrared survey for radial velocity variable low-mass stars using CSHELL and a methane gas cell
Gagne, Jonathan, Plavchan, Peter, Gao, Peter, Anglada-Escude, Guillem, Furlan, Elise, Davison, Cassy, Tanner, Angelle, Henry, Todd J., Riedel, Adric R., Brinkworth, Carolyn, Latham, David, Bottom, Michael, White, Russel, Mills, Sean, Beichman, Chas, Johnson, John A., Ciardi, David R., Wallace, Kent, Mennesson, Bertrand, ..., Catanzarite, Joseph. 2016. "A high-precision near-infrared survey for radial velocity variable low-mass stars using CSHELL and a methane gas cell." The Astrophysical Journal: an international review of astronomy and astronomical physics. 822 (1), pp. 40-63. https://doi.org/10.3847/0004-637X/822/1/40Article
A high-precision polarimeter for small telescopes
Bailey, Jeremy, Cotton, Daniel V. and Kedziora-Chudczer, Lucyna. 2017. "A high-precision polarimeter for small telescopes." Monthly Notices of the Royal Astronomical Society. 465 (2), pp. 1601-1607. https://doi.org/10.1093/mnras/stw2886Article
A high-resolution spectropolarimetric survey of Herbig Ae/Be stars - I. observations and measurements
Alecian, E., Wade, G. A., Catala, C., Grunhut, J. H., Landstreet, J. D., Bagnulo, S., Bohm, T., Folsom, C. P., Marsden, S. and Waite, I.. 2013. "A high-resolution spectropolarimetric survey of Herbig Ae/Be stars - I. observations and measurements." Monthly Notices of the Royal Astronomical Society. 429 (2), pp. 1001-1026. https://doi.org/10.1093/mnras/sts383Article
A high-resolution spectropolarimetric survey of herbig Ae/Be stars - II. rotation
Alecian, E., Wade, G. A., Catala, C., Grunhut, J. H., Landstreet, J. D., Bohm, T., Folsom, C. P. and Marsden, S.. 2013. "A high-resolution spectropolarimetric survey of herbig Ae/Be stars - II. rotation." Monthly Notices of the Royal Astronomical Society. 429 (2), pp. 1027-1038. https://doi.org/10.1093/mnras/sts384Article
A high-sensitivity polarimeter using a ferro-electric liquid crystal modulator
Bailey, Jeremy, Kedziora-Chudczer, Lucyna, Cotton, Daniel V., Bott, Kimberly, Hough, J. H. and Lucas, P. W.. 2015. "A high-sensitivity polarimeter using a ferro-electric liquid crystal modulator." Monthly Notices of the Royal Astronomical Society. 449 (3), pp. 3064-3073. https://doi.org/10.1093/mnras/stv519Article
A highly inclined orbit for the 110 day period m-dwarf companion KOI-368.01
Zhou, George and Huang, Chelsea X.. 2013. "A highly inclined orbit for the 110 day period m-dwarf companion KOI-368.01." The Astrophysical Journal Letters. 776 (2), pp. 1-6. https://doi.org/10.1088/2041-8205/776/2/l35Article
A hot mini-Neptune and a temperate, highly eccentric sub-Saturn around the bright K-dwarf TOI-2134
Rescigno, F., Hebrard, G., Vanderburg, A. W., Mann, A.W., Mortier, A., Morrell, S., Buchhave, L. A., Collins, K. A., Mann, C. R., Hellier, C., Haywood, R. D., West, R., Stalport, M., Heidari, N., Anderson, D., Huang, C. X., Lopez-Morales, M., Cortés-Zuleta, P., Lewis, H.M., ..., Fores-Toribio, R.. 2024. "A hot mini-Neptune and a temperate, highly eccentric sub-Saturn around the bright K-dwarf TOI-2134." Monthly Notices of the Royal Astronomical Society. 527, pp. 5385-5407. https://doi.org/10.1093/mnras/stad3255Article
A hot terrestrial planet orbiting the bright M dwarf L 168-9 unveiled by TESS
Astudillo-Defru, N., Cloutier, R., Wang, S. X., Teske, J., Brahm, R., Hellier, C., Ricker, G., Vanderspek, R., Latham, D., Seager, S., Winn, J. N., Jenkins, J. M., Collins, K. A., Stassun, K. G., Ziegler, C., Almenara, J. M., Anderson, D. R., Artigau, E., Bonfils, X., ..., Zhou, G.. 2020. "A hot terrestrial planet orbiting the bright M dwarf L 168-9 unveiled by TESS." Astronomy and Astrophysics: a European journal. 636, pp. 1-13. https://doi.org/10.1051/0004-6361/201937179Article
A hybrid air quality early-warning framework: an hourly forecasting model with online sequential extreme learning machines and empirical mode decomposition algorithms
Sharma, Ekta, Deo, Ravinesh C., Prasad, Ramendra and Parisi, Alfio V.. 2020. "A hybrid air quality early-warning framework: an hourly forecasting model with online sequential extreme learning machines and empirical mode decomposition algorithms." Science of the Total Environment. 709, pp. 1-23. https://doi.org/10.1016/j.scitotenv.2019.135934Article
A hybrid approach for COVID-19 detection using biogeography-based optimization and deep learning
Venkatachalam, K., Siuly, Siuly, Kumar, M. Vinoth, Lalwani, Praveen, Mishra, Manas and Kabir, Enamul. 2021. "A hybrid approach for COVID-19 detection using biogeography-based optimization and deep learning." Computers, Materials and Continua. 70 (2), pp. 3717-3732. https://doi.org/10.32604/cmc.2022.018487Article
A hybrid deep learning approach for gland segmentation in prostate histopathological images
Salvi, Massimo, Bosco, Martino, Molinaro, Luca, Gambella, Alessandro, Papotti, Mauro, Acharya, U. Rajendra and Molinari, Filippo. 2021. "A hybrid deep learning approach for gland segmentation in prostate histopathological images." Artificial Intelligence in Medicine. 115. https://doi.org/10.1016/j.artmed.2021.102076Article
A hybrid deep learning scheme for multi-channel sleep stage classification
Pei, Wei, Li, Yan, Siuly, Siuly and Wen, Peng. 2022. "A hybrid deep learning scheme for multi-channel sleep stage classification." Computers, Materials and Continua. 71 (1), pp. 889-905. https://doi.org/10.32604/cmc.2022.021830Article
A hybrid representation based simile component extraction
Ren, Da, Zhang, Pengfei, Li, Qing, Tao, Xiaohui, Chen, Junying and Cai, Yi. 2020. "A hybrid representation based simile component extraction." Neural Computing and Applications. 32 (18), pp. 14655-14665. https://doi.org/10.1007/s00521-020-04818-6Article
A hybrid wired and wireless network infrastructure to improve the productivity and quality care of critical medical applications
Zhou, Hong, Ali, Hesham, Youn, Jon and Zhang, Zhongwei. 2010. "A hybrid wired and wireless network infrastructure to improve the productivity and quality care of critical medical applications." Li, Yan, Yang, Jiajia, Wen, Peng and Wu, Jinglong (ed.) 2010 IEEE/ICME International Conference on Complex Medical Engineering (ICME 2010). Gold Coast, Australia 13 - 15 Jul 2010 Brisbane, Australia. https://doi.org/10.1109/ICCME.2010.5558842Paper
A joint deep neural network model for pain recognition from face
Bargshady, Ghazal, Soar, Jeffrey, Zhou, Xujuan, Deo, Ravinesh, Whittaker, Frank and Wang, Hua. 2019. "A joint deep neural network model for pain recognition from face." 4th IEEE International Conference on Computer and Communication Systems (ICCCS 2019). Singapore 23 - 25 Feb 2019 Singapore. pp. 52-56 https://doi.org/10.1109/CCOMS.2019.8821779Paper
A Jovian planet in an eccentric 11.5 day orbit around HD 1397 discovered by TESS
Nielsen, L. D., Bouchy, F., Turner, O., Giles, H., Suarez Mascareno, A., Lovis, C., Marmier, M., Pepe, F., Segransan, D., Udry, S., Otegi, J. F., Ottoni, G., Staport, M., Ricker, G., Vanderspek, R., Latham, D. W., Seager, S., Winn, J. N., Jenkins, J. M., ..., Schlieder, J.. 2019. "A Jovian planet in an eccentric 11.5 day orbit around HD 1397 discovered by TESS." Astronomy and Astrophysics: a European journal. 623, pp. 1-8. https://doi.org/10.1051/0004-6361/201834577Article
A knowledge retrieval model using ontology mining and user profiling
Tao, Xiaohui, Li, Yuefeng and Nayak, Richi. 2008. "A knowledge retrieval model using ontology mining and user profiling." Integrated Computer Aided Engineering. 15 (4), pp. 313-329. https://doi.org/10.3233/ICA-2008-15404Article
A knowledge-based model using ontologies for personalized web information gathering
Tao, Xiaohui, Li, Yuefeng and Zhong, Ning. 2010. "A knowledge-based model using ontologies for personalized web information gathering." Web Intelligence. 8 (3), pp. 235-254. https://doi.org/10.3233/WIA-2010-0189Article
A Large Ground-based Observing Campaign of the Disintegrating Planet K2-22b
Colon, Knicole D., Zhou, George, Shporer, Avi, Collins, Karen A., Bieryla, Allyson, Espinoza, Nestor, Murgas, Felipe, Pattarakijwanich, Petchara, Awiphan, Supachai, Armstrong, James D., Bailey, Jeremy, Barentsen, Geert, Bayliss, Daniel, Chakpor, Anurak, Cochran, William D., Dhillon, Vikram S., Horne, Keith, Ireland, Michael, Kedziora-Chudczer, Lucyna, ..., Yuma, Suraphong. 2018. "A Large Ground-based Observing Campaign of the Disintegrating Planet K2-22b." The Astronomical Journal. 156 (5), pp. 1-11. https://doi.org/10.3847/1538-3881/aae31bArticle
A latent class analysis of the socio-demographic factors and associations with mental and behavioral disorders among Australian children and adolescentss
Afroz, Nahida, Kabir, Enamul and Alam, Khorshed. 2023. "A latent class analysis of the socio-demographic factors and associations with mental and behavioral disorders among Australian children and adolescentss." PLoS One. 18 (5), p. e0285940. https://doi.org/10.1371/journal.pone.0285940Article
A linear convolution-based cancelable fingerprint biometric authentication system
Yang, Wencheng, Wang, Song, Kang, James Jin, Johnstone, Michael N. and Bedari, Aseel. 2022. "A linear convolution-based cancelable fingerprint biometric authentication system." Computers and Security. 114, pp. 1-14. https://doi.org/10.1016/j.cose.2021.102583Article
A MAC layer protocol supporting the application of WSNs in medicine and healthcare domains
Zhang, Zhongwei and Zhou, Hong. 2011. "A MAC layer protocol supporting the application of WSNs in medicine and healthcare domains." Chowdhury, Morshed, Ray, Sid and Lee, Roger (ed.) 12th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2011). Sydney, Australia 06 - 08 Jul 2011 Los Alamitos, CA. United States. https://doi.org/10.1109/SNPD.2011.32Paper
A Machine Learns to Predict the Stability of Tightly Packed Planetary Systems
Tamayo, Daniel, Silburt, Ari, Valencia, Diana, Menou, Kristen, Ali-Dib, Mohamad, Petrovich, Cristobal, Huang, Chelsea X., Rein, Hanno, van Laerhoven, Christa, Paradise, Adiv, Obertas, Alysa and Murray, Norman. 2016. "A Machine Learns to Predict the Stability of Tightly Packed Planetary Systems." The Astrophysical Journal Letters. 832 (2), pp. 1-5. https://doi.org/10.3847/2041-8205/832/2/l22Article
A macro-level approach to assess the early developmental vulnerabilities of children in Australia: a local government area-based analysis
Biswas, Raaj Kishore and Kabir, Enamul. 2018. "A macro-level approach to assess the early developmental vulnerabilities of children in Australia: a local government area-based analysis." Children and Youth Services Review. 93, pp. 161-169. https://doi.org/10.1016/j.childyouth.2018.07.005Article
A magnetic snapshot survey of F-type stars
Seach, J. M., Marsden, S. C., Carter, B. D., Neiner, C., Folsom, C. P., Mengel, M. W., Oksala, M. E. and Buysschaert, B.. 2020. "A magnetic snapshot survey of F-type stars." Monthly Notices of the Royal Astronomical Society. 494 (4), pp. 5682-5703. https://doi.org/10.1093/mnras/staa1107Article
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