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Current – Faculty of Health, Engineering and Sciences - School of Mathematics, Physics and Computing (1 Jan 2022 -)

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Number of items: 49.

A

Ahmed, A. A. Masrur and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Ghahramani, Afshin ORCID: https://orcid.org/0000-0002-9648-4606 and Feng, Qi and Raj, Nawin ORCID: https://orcid.org/0000-0002-8364-2644 and Yin, Zhenliang and Yang, Linshan (2022) New double decomposition deep learning methods for river water level forecasting. Science of the Total Environment, 831:154722. pp. 1-21. ISSN 0048-9697

Ali, Mumtaz and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Xiang, Yong and Prasad, Ramendra and Li, Jianxin and Farooque, Aitazaz and Yaseen, Zaher Mundher (2022) Coupled online sequential extreme learning machine model with ant colony optimization algorithm for wheat yield prediction. Scientific Reports, 12 (1):5488. pp. 1-23.

Ahmed, A. A. Masrur and Sharma, Ekta and Jui, S. Janifer Jabin and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Nguyen-Huy, Thong ORCID: https://orcid.org/0000-0002-2201-6666 and Ali, Mumtaz (2022) Kernel Ridge Regression Hybrid Method for Wheat Yield Prediction with Satellite-Derived Predictors. Remote Sensing, 45 (5):1136. pp. 1-24.

Al-Hadeethi, Hanan and Abdulla, Shahab ORCID: https://orcid.org/0000-0002-1193-6969 and Diykh, Mohammed and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Green, Jonathan H. ORCID: https://orcid.org/0000-0003-1468-1970 (2022) An Eigenvalues-Based Covariance Matrix Bootstrap Model Integrated With Support Vector Machines for Multichannel EEG Signals Analysis. Frontiers in Neuroinformatics, 15:808339. pp. 1-15.

B

Bhagat, Suraj Kumar and Tiyasha, Tiyasha and Kumar, Adarsh and Malik, Tabarak and Jawad, Ali H. and Khedher, Khaled Mohamed and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Yaseen, Zaher Mundher (2022) Integrative artificial intelligence models for Australian coastal sediment lead prediction: An investigation of in-situ measurements and meteorological parameters effects. Journal of Environmental Management, 309:114711. pp. 1-16. ISSN 0301-4797

Biswas, Raaj Kishore and Arusha, Anowara Rayhan and Ananna, Nurjahan and Kabir, Enamul ORCID: https://orcid.org/0000-0002-6157-2753 and Bhowmik, Jahar (2022) Carer involvement with children and child-friendly book ownership in Bangladesh. Children & Society. pp. 1-17. ISSN 0951-0605

C

Castillo-Boton, C. and Casillas-Perez, D. and Casanova-Mateo, C. and Ghimire, S. and Cerro-Prada, E. and Gutierrez, P. A. and Deo, R. C. ORCID: https://orcid.org/0000-0002-2290-6749 and Salcedo-Sanz, S. (2022) Machine learning regression and classification methods for fog events prediction. Atmospheric Research, 272:106157. pp. 1-23. ISSN 0169-8095

Churilov, Semyon M. and Stepanyants, Yury A. ORCID: https://orcid.org/0000-0003-4546-0310 (2022) Reflectionless wave propagation on shallow water with variable bathymetry and current. Part 2. Journal of Fluid Mechanics, 939:A15. pp. 1-12. ISSN 0022-1120

Chen, Xieling and Cheng, Gary and Wang, Fu Lee and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Xie, Haoran and Xu, Lingling (2022) Machine and cognitive intelligence for human health: systematic review. Brain Informatics, 9 (1):5. pp. 1-20. ISSN 2198-4018

D

Dissanayake, Vipula and Seneviratne, Sachith and Rana, Rajib ORCID: https://orcid.org/0000-0002-0506-2409 and Wen, Elliot and Kaluarachchi, Tharindu and Nanayakkara, Suranga (2022) SigRep: Towards Robust Wearable Emotion Recognition with Contrastive Representation Learning. IEEE Access.

Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Grant, Richard H. and Webb, Ann and Ghimire, Sujan and Igoe, Damien P. and Downs, Nathan J. ORCID: https://orcid.org/0000-0002-3191-6404 and Al-Musaylh, Mohanad S. and Parisi, Alfio V. ORCID: https://orcid.org/0000-0001-8430-8907 and Soar, Jeffrey ORCID: https://orcid.org/0000-0002-4964-7556 (2022) Forecasting solar photosynthetic photon flux density under cloud cover effects: novel predictive model using convolutional neural network integrated with long short-term memory network. Stochastic Environmental Research and Risk Assessment. pp. 1-38. ISSN 1436-3240

E

Evensberget, D. and Carter, B. D. ORCID: https://orcid.org/0000-0003-0035-8769 and Marsden, S. C. ORCID: https://orcid.org/0000-0001-5522-8887 and Brookshaw, L. and Folsom, C. P. and Salmeron, R. (2022) The winds of young Solar-type stars in Coma Berenices and Hercules-Lyra. Monthly Notices of the Royal Astronomical Society, 510 (4). pp. 5226-5245. ISSN 0035-8711

G

Ghimire, Sujan and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Casillas-Perez, David and Salcedo-Sanz, Sancho (2022) Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms. Applied Energy, 316:119063. pp. 1-25. ISSN 0306-2619

Ghimire, Sujan and Bhandari, Binayak and Casillas-Perez, David and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Salcedo-Sanz, Sancho (2022) Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia. Engineering Applications of Artificial Intelligence, 112:104860. pp. 1-26. ISSN 0952-1976

Ghimire, Sujan and Deo, Ravinesh C ORCID: https://orcid.org/0000-0002-2290-6749 and Casillas-Perez, David and Salcedo-Sanz, Sancho (2022) Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Deep Residual model for short-term multi-step solar radiation prediction. Renewable Energy, 190. pp. 408-424. ISSN 0960-1481

Ghimire, Sujan and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Wang, Hua and Al-Musaylh, Mohanad S. and Casillas-Perez, David and Salcedo-Sanz, Sancho (2022) Stacked LSTM Sequence-to-Sequence Autoencoder with Feature Selection for Daily Solar Radiation Prediction: A Review and New Modeling Results. Energies, 15 (3):1061. pp. 1-39.

Ghimire, Sujan and Nguyen-Huy, Thong ORCID: https://orcid.org/0000-0002-2201-6666 and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Casillas-Perez, David and Salcedo-Sanz, Sancho (2022) Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model. Sustainable Materials and Technologies:e00429. ISSN 2214-9929

H

Hasan, Md. Masud and Hoque, Zahirul and Kabir, Enamul ORCID: https://orcid.org/0000-0002-6157-2753 and Hossain, Shahadut (2022) Differences in levels of E. coli contamination of point of use drinking water in Bangladesh. PloS One, 17 (5):0267386. pp. 1-12.

Huang, Yi and Wen, Peng ORCID: https://orcid.org/0000-0003-0939-9145 and Song, Bo and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 (2022) Numerical investigation of the energy distribution of Low-intensity transcranial focused ultrasound neuromodulation for hippocampus. Ultrasonics, 124:106724. pp. 1-11. ISSN 0041-624X

Heidemann, Hanna and Ribbe, Joachim ORCID: https://orcid.org/0000-0001-6749-1228 and Cowan, Tim and Henley, Benjamin J. and Pudmenzky, Christa and Stone, Roger and Cobon, David H. (2022) The Influence of Interannual and Decadal Indo-Pacific Sea Surface Temperature Variability on Australian Monsoon Rainfall. Journal of Climate, 35 (1). pp. 425-444. ISSN 0894-8755

I

Igoe, Damien P. and Parisi, Alfio V. ORCID: https://orcid.org/0000-0001-8430-8907 and Downs, Nathan J. ORCID: https://orcid.org/0000-0002-3191-6404 and Butler, Harry ORCID: https://orcid.org/0000-0002-1224-2774 (2022) A Case Study of UV Exposure Risk in Sydney during the 2019/2020 New South Wales Bushfires. Photochemistry and Photobiology. pp. 1-9. ISSN 0031-8655

Islam, Md Irteja and Khanam, Rasheda ORCID: https://orcid.org/0000-0003-1130-2357 and Kabir, Enamul ORCID: https://orcid.org/0000-0002-6157-2753 (2022) Depression and anxiety have a larger impact on bullied girls than on boys to experience self-harm and suicidality: a mediation analysis. Journal of Affective Disorders, 297. pp. 250-258. ISSN 0165-0327

J

Jui, S. Janifer Jabin and Ahmed, A. A. Masrur and Bose, Aditi and Raj, Nawin ORCID: https://orcid.org/0000-0002-8364-2644 and Sharma, Ekta and Soar, Jeffrey ORCID: https://orcid.org/0000-0002-4964-7556 and Chowdhury, Md Wasique Islam (2022) Spatiotemporal Hybrid Random Forest Model for Tea Yield Prediction Using Satellite-Derived Variables. Remote Sensing, 14 (3):805. pp. 1-18.

Jayasinghe, W. J. M. Lakmini Prarthana and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Ghahramani, Afshin ORCID: https://orcid.org/0000-0002-9648-4606 and Ghimire, Sujan and Raj, Nawin ORCID: https://orcid.org/0000-0002-8364-2644 (2022) Development and evaluation of hybrid deep learning long short-term memory network model for pan evaporation estimation trained with satellite and ground-based data. Journal of Hydrology, 607:127534. pp. 1-19. ISSN 0022-1694

K

Kuai, Hongzhi and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Zhong, Ning (2022) Web Intelligence meets Brain Informatics: Towards the future of artificial intelligence in the connected world. World Wide Web, 25. pp. 1223-1241. ISSN 1386-145X

L

Latif, Siddique and Rana, Rajib ORCID: https://orcid.org/0000-0002-0506-2409 and Khalifa, Sara and Jurdak, Raja and Schuller, Bjorn (2022) Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition. IEEE Transactions on Affective Computing. pp. 1-15.

Li, Lin and Long, Sijie and Bi, Jiaxiu and Wang, Guowei and Zhang, Jiawei and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X (2022) A federated learning based semi-supervised credit prediction approach enhanced by multi-layer label mean. Web Intelligence, 19 (4). pp. 329-342. ISSN 2405-6456

O

O'Sullivan, Cherie M. and Ghahramani, Afshin ORCID: https://orcid.org/0000-0002-9648-4606 and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Pembleton, Keith ORCID: https://orcid.org/0000-0002-1896-4516 and Khan, Urooj and Tuteja, Narendra (2022) Classification of catchments for nitrogen using Artificial Neural Network Pattern Recognition and spatial data. Science of the Total Environment, 809:151139. pp. 1-15. ISSN 0048-9697

Oliveira, Francisco Braulio and Haque, Amanul and Mougouei, Davoud ORCID: https://orcid.org/0000-0002-4271-9174 and Evans, Simon and Sichman, Jaime Simao and Singh, Munindar P. (2022) Investigating the Emotional Response to COVID-19 News on Twitter: A Topic Modeling and Emotion Classification Approach. IEEE Access, 10. pp. 16883-16897.

Osland, Emma J. and Yunus, Rossita M. and Khan, Shahjahan ORCID: https://orcid.org/0000-0002-0446-086X and Memon, Muhammed A. (2022) Results and Conclusions of 'Five-Year Weight Loss Outcomes in Laparoscopic Vertical Sleeve Gastrectomy (LVSG) Versus Laparoscopic Roux-en-Y Gastric Bypass (LRYGB) Procedures: A Systematic Review and Meta-Analysis of Randomized Controlled Trials' Unchanged by Omission of Retracted Ruiz-Tovar et al Article. Surgical Laparoscopy, Endoscopy and Percutaneous Techniques, 32 (1). ISSN 1530-4515

Ostrovsky, Lev A. and Stepanyants, Yury A. ORCID: https://orcid.org/0000-0003-4546-0310 (2022) Complex Dynamics of Solitons in Rotating Fluids. In: Mathematical Methods in Modern Complexity Science. Nonlinear Systems and Complexity (33). Springer Nature, Switzerland, pp. 63-78. ISBN 9783030794118

P

Pei, Wei and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 and Siuly, Siuly and Wen, Peng ORCID: https://orcid.org/0000-0003-0939-9145 (2022) A hybrid deep learning scheme for multi-channel sleep stage classification. Computers, Materials and Continua, 71 (1). pp. 889-905. ISSN 1546-2218

Prasad, Salvin S. and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Downs, Nathan ORCID: https://orcid.org/0000-0002-3191-6404 and Igoe, Damien and Parisi, Alfio V. ORCID: https://orcid.org/0000-0001-8430-8907 and Soar, Jeffrey ORCID: https://orcid.org/0000-0002-4964-7556 (2022) Cloud Affected Solar UV Predictions with Three-Phase Wavelet Hybrid Convolutional Long Short-Term Memory Network Multi-Step Forecast System. IEEE Access. pp. 1-18.

Pham, Thuan ORCID: https://orcid.org/0000-0001-7433-858X and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Zhang, Ji ORCID: https://orcid.org/0000-0001-7167-6970 and Yong, Jianming and Li, Yuefeng and Xie, Haoran (2022) Graph-based multi-label disease prediction model learning from medical data and domain knowledge. Knowledge-Based Systems, 235:107662. pp. 1-15. ISSN 0950-7051

R

Rajapakshe, Thejan ORCID: https://orcid.org/0000-0003-3156-3327 and Rana, Rajib ORCID: https://orcid.org/0000-0002-0506-2409 and Khalifa, Sara and Liu, Jiajun and Schuller, Bjorn W (2022) A Novel Policy for Pre-trained Deep Reinforcement Learning for Speech Emotion Recognition. In: 2022 Australasian Computer Science Week (ACSW 2022), 14 Feb - 17 Feb 2022, Brisbane, Australia.

Raj, Nawin ORCID: https://orcid.org/0000-0002-8364-2644 and Gharineiat, Zahra ORCID: https://orcid.org/0000-0003-0913-151X and Ahmed, Abul Abrar Masrur and Stepanyants, Yury ORCID: https://orcid.org/0000-0003-4546-0310 (2022) Assessment and Prediction of Sea Level Trend in the South Pacific Region. Remote Sensing, 14 (4):986. pp. 1-25.

Riaz, Farina ORCID: https://orcid.org/0000-0001-9223-7117 and Abdulla, Shahab ORCID: https://orcid.org/0000-0002-1193-6969 and Ni, Wei and Radfar, Mohsen and Deo, Ravinesh ORCID: https://orcid.org/0000-0002-2290-6749 and Hopkins, Susan (2022) Quantum Artificial Intelligence Predictions Enhancement by Improving Signal Processing. In: Quantum Australia Conference 2022, 23 Feb - 25 Feb 2022.

S

Sharma, Ekta and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Soar, Jeffrey ORCID: https://orcid.org/0000-0002-4964-7556 and Prasad, Ramendra and Parisi, Alfio V. ORCID: https://orcid.org/0000-0001-8430-8907 and Raj, Nawin ORCID: https://orcid.org/0000-0002-8364-2644 (2022) Novel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots. Atmospheric Environment, 279:119111. pp. 1-13. ISSN 1352-2310

Sadiq, Muhammad Tariq and Akbar, Hesam and Siuly, Siuly and Li, Yan Li ORCID: https://orcid.org/0000-0002-4694-4926 and Wen, Peng (Paul) ORCID: https://orcid.org/0000-0003-0939-9145 (2022) Alcoholic EEG signals recognition based on phase space dynamic and geometrical features. Chaos, Solitons & Fractals, 158:112036. pp. 1-12. ISSN 0960-0779

Squires, Matthew and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Elangovan, Soman and Gururajan, Raj ORCID: https://orcid.org/0000-0002-5919-0174 and Zhou, Xujuan and Acharya, Udyavara Rajendra (2022) A novel genetic algorithm based system for the scheduling of medical treatments. Expert Systems With Applications, 195:116464. ISSN 0957-4174

T

Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Velasquez, Juan D. (2022) Multi-source information fusion for smart health with artificial intelligence [Editorial]. Information Fusion, 83-84. pp. 93-95. ISSN 1566-2535

Taranto, Aldo ORCID: https://orcid.org/0000-0001-6763-4997 and Addie, Ron ORCID: https://orcid.org/0000-0002-6664-8462 and Khan, Shahjahan ORCID: https://orcid.org/0000-0002-0446-086X (2022) Bi-Directional Grid Constrained Stochastic Processes' Link to Multi-Skew Brownian Motion. Journal of Applied Probability and Statistics, 17 (1). pp. 101-133. ISSN 1930-6792

V

Villanueva, Juliet Aleta R. and Redmond, Petrea ORCID: https://orcid.org/0000-0001-9674-1206 and Galligan, Linda ORCID: https://orcid.org/0000-0001-8156-8690 (2022) Manifestations of Cognitive Presence in Blended Learning Classes of the Philippine K–12 System. Online Learning Journal, 26 (1). pp. 19-37. ISSN 2472-5749

W

Wang, Ru and Li, Lin and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Wang, Peipei and Liu, Peiyu (2022) Contrastive and attentive graph learning for multi-view clustering. Information Processing and Management, 59 (4):102967. pp. 1-14. ISSN 0306-4573

Wee, Chee Keong and Zhou, XuJuan and Gururajan, Raj ORCID: https://orcid.org/0000-0002-5919-0174 and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Chen, Jennifer and Gururajan, Rashmi and Wee, Nathan and Barua, Prabal Datta ORCID: https://orcid.org/0000-0001-5117-8333 (2022) Automated Triaging Medical Referral for Otorhinolaryngology Using Data Mining and Machine Learning Techniques. IEEE Access, 10. pp. 1-18.

Wang, Ru and Li, Lin and Wang, Peipei and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Liu, Peiyu (2022) Deep boundary‑aware clustering by jointly optimizing unsupervised representation learning. Multimedia Tools and Applications. pp. 1-16. ISSN 1380-7501

Y

Yin, Xinwei and Feng, Qi and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Liu, Wei and Zhu, Meng and Zheng, Xinjun and Liu, Ran (2022) An interplay of soil salinization and groundwater degradation threatening coexistence of oasis-desert ecosystems. Science of the Total Environment, 806 (2):150599. pp. 1-20. ISSN 0048-9697

Z

Zhang, Zhao and Li, Biao and Chen, Junchao and Guo, Qi and Stepanyants, Yury ORCID: https://orcid.org/0000-0003-4546-0310 (2022) Degenerate lump interactions within the Kadomtsev-Petviashvili equation. Communications in Nonlinear Science and Numerical Simulation, 112:106555. pp. 1-14. ISSN 1007-5704

Zhou, Kun and Sisman, Berrak and Rana, Rajib ORCID: https://orcid.org/0000-0002-0506-2409 and Schuller, Bjorn W. and Li, Haizhou (2022) Emotion Intensity and its Control for Emotional Voice Conversion. IEEE Transactions on Affective Computing. pp. 1-18.

This list was generated on Sun May 29 20:57:10 2022 AEST.