Browse by Fields of Research (ANZSRC 2020)

Ahmadianfar, Iman and Noori, Ramzia Majeed and Togun, Hussein and Falah, Mayadah W. and Homod, Raad Z. and Fu, Minglei and Halder, Bijay and Deo, Ravinesh ORCID: https://orcid.org/0000-0002-2290-6749 and Yaseen, Zaher Mundher (2022) Multi-strategy Slime Mould Algorithm for hydropower multi-reservoir systems optimization. Knowledge-based Systems, 250:109048. pp. 1-18. ISSN 0950-7051

Gopalakrishnan, Abinaya and Venkataraman, Revathi and Gururajan, Raj ORCID: https://orcid.org/0000-0002-5919-0174 and Xujuan, Zhou and Genrich, Rohan (2022) Mobile phone enabled mental health monitoring to enhance diagnosis for severity assessment of behaviours: a review. PeerJ Computer Science, 8:e1042. pp. 1-34.

Shen, Mingkan 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) An EEG based real-time epilepsy seizure detection approach using discrete wavelet transform and machine learning methods. Biomedical Signal Processing and Control, 77:103820. pp. 1-8. ISSN 1746-8094

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

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

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

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

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

Al-Hossenat, Auhood and Song, Bo and Wen, Peng ORCID: https://orcid.org/0000-0003-0939-9145 and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 (2022) Novel large scale brain network models for EEG epileptic pattern generations. Expert Systems with Applications, 194:116477. ISSN 0957-4174

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

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 Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Feng, Qi and Ghahramani, Afshin ORCID: https://orcid.org/0000-0002-9648-4606 and Raj, Nawin ORCID: https://orcid.org/0000-0002-8364-2644 and Yin, Zhenliang and Yang, Linshan (2022) Hybrid deep learning method for a week-ahead evapotranspiration forecasting. Stochastic Environmental Research and Risk Assessment, 36 (3). pp. 831-849. ISSN 1436-3240

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.

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.

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

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.

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

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

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

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 (2021) Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm. IEEE Access, 9. pp. 166695-166708.

Ali, Mumtaz and Prasad, Ramendra and Xiang, Yong and Sankaran, Adarsh and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Xiao, Fuyuan and Zhu, Shuyu (2021) Advanced extreme learning machines vs. deep learning models for peak wave energy period forecasting: A case study in Queensland, Australia. Renewable Energy, 177. pp. 1033-1044. ISSN 0960-1481

Al-Salman, Wessam and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 and Wen, Peng ORCID: https://orcid.org/0000-0003-0939-9145 (2021) Detection of k-complexes in EEG signals using a multi-domain feature extraction coupled with a least square support vector machine classifier. Neuroscience Research, 172. pp. 26-40. ISSN 0168-0102

Ghimire, Sujan and Yaseen, Zaher Mundher and Farooque, Aitazaz A. and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Zhang, Ji ORCID: https://orcid.org/0000-0001-7167-6970 and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X (2021) Streamflow prediction using an integrated methodology based on convolutional neural network and long short‑term memory networks. Scientific Reports, 11:17497. pp. 1-26.

Tao, Hai and Al-Khafaji, Zainab S. and Qi, Chongchong and Zounemat-Kermani, Mohammad and Kisi, Ozgur and Tiyasha, Tiyasha and Chau, Kwok-Wing and Nourani, Vahid and Melesse, Assefa M. and Elhakeem, Mohamed and Farooque, Aitazaz Ahsan and Nejadhashemi, A. Pouyan and Khedher, Khaled Mohamed and Alawi, Omer A. and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Shahid, Shamsuddin and Singh, Vijay P. and Yaseen, Zaher Mundher (2021) Artificial intelligence models for suspended river sediment prediction: state-of-the art, modeling framework appraisal, and proposed future research directions. Engineering Applications of Computational Fluid Mechanics, 15 (1). pp. 1585-1612. ISSN 1994-2060

Peng, Yuquan and Li, Lin and Xie, Qing and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X (2021) Learning Cooperative Max-Pressure Control by Leveraging Downstream Intersections Information for Traffic Signal Control. In: 5th International Joint Conference on Asia-Pacific Web and Web-Age Information Management, Part II (APWeb-WAIM 2021), 23 Aug - 25 Aug 2021, Guangzhou, China.

Ahmed, A. A. Masrur and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Feng, Qi and Ghahramani, Afshin ORCID: https://orcid.org/0000-0002-9648-4606 and Raj, Nawin ORCID: https://orcid.org/0000-0002-8364-2644 and Yin, Zhenliang and Yang, Linshan (2021) Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity. Journal of Hydrology, 599:126350. pp. 1-23. ISSN 0022-1694

Ra, Jee Sook and Li, Tianning ORCID: https://orcid.org/0000-0001-5142-8654 and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 (2021) A novel spectral entropy-based index for assessing the depth of anaesthesia. Brain Informatics, 8 (1):10. ISSN 2198-4026

Bayatvarkeshi, Maryam and Bhagat, Suraj Kumar and Mohammadi, Kourosh and Kisi, Ozgur and Farahani, M. and Hasani, A. and Deo, Ravinesh ORCID: https://orcid.org/0000-0002-2290-6749 and Yaseen, Zaher Mundher (2021) Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models. Computers and Electronics in Agriculture, 185:106158. ISSN 0168-1699

Miften, Firas Sabar and Diykh, Mohammed and Abdulla, Shahab ORCID: https://orcid.org/0000-0002-1193-6969 and Siuly, Siuly and Green, Jonathan H. ORCID: https://orcid.org/0000-0003-1468-1970 and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 (2021) A new framework for classification of multi-category hand grasps using EMG signals. Artificial Intelligence in Medicine, 112:102005. pp. 1-14. ISSN 0933-3657

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 Raj, Nawin ORCID: https://orcid.org/0000-0002-8364-2644 and Feng, Qi and Yin, Zhenliang and Yang, Linshan (2021) LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios. Stochastic Environmental Research and Risk Assessment, 35. pp. 1851-1881. ISSN 1436-3240

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 (2021) 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

Pham, Yen Hoang ORCID: https://orcid.org/0000-0001-6548-3486 (2021) An integrated systems model for sustainable agricultural development under changing climate: a case study in a coffee production system in Viet Nam. [Thesis (PhD/Research)]

Chand, Bhuwan and Nguyen-Huy, Thong ORCID: https://orcid.org/0000-0002-2201-6666 and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 (2021) Artificial neural networks for prediction of Steadman Heat Index. In: Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Springer Transactions in Civil and Environmental Engineering. Springer, Singapore, pp. 293-357. ISBN 978-981-15-5771-2

Nguyen-Huy, Thong ORCID: https://orcid.org/0000-0002-2201-6666 and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Yaseen, Zaher Mundher and Mushtaq, Shahbaz and Prasad, Ramendra (2021) Bayesian Markov Chain Monte Carlo-based copulas: factoring the role of large-scale climate indices in monthly flood prediction. In: Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Springer Transactions in Civil and Environmental Engineering. Springer, Singapore, pp. 29-47. ISBN 978-981-15-5771-2

Prasad, Ramendra and Charan, Dhrishna and Joseph, Lionel 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 Singh, Sanjay (2021) Daily flood forecasts with intelligent data analytic models: multivariate empirical mode decomposition-based modeling methods. In: Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Springer Transactions in Civil and Environmental Engineering. Springer, Singapore, pp. 359-381. ISBN 978-981-15-5771-2

Ahmed, A. A. Masrur and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Raj, Nawin ORCID: https://orcid.org/0000-0002-8364-2644 and Ghahramani, Afshin ORCID: https://orcid.org/0000-0002-9648-4606 and Feng, Qi and Yin, Zhenliang and Yang, Linshan (2021) Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data. Remote Sensing, 13 (4):554. pp. 1-30.

Allawi, Mohammed Falah and Ahmed, Mohammed Lateef and Aidan, Ibraheem Abdallah and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and El-Shafie, Ahmed (2021) Developing reservoir evaporation predictive model for successful dam management. Stochastic Environmental Research and Risk Assessment, 35 (2). pp. 499-514. ISSN 1436-3240

Wang, Ru and Li, Lin and Wang, Peipei and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Liu, Peiyu (2021) Feature-aware unsupervised learning with joint variational attention and automatic clustering. In: 25th International Conference on Pattern Recognition (ICPR 2020), 10 Jan - 15 Jan 2021, Milan, Italy.

Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Samui, Pijush and Kisi, Ozgur and Yaseen, Zaher Mundher (2021) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Springer Transactions in Civil and Environmental Engineering. Springer, Singapore. ISBN 978-981-15-5771-2

Rahmati, Omid and Kornejady, Aiding and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 (2021) Spatial prediction of landslide susceptibility using random forest algorithm. In: Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Springer Transactions in Civil and Environmental Engineering. Springer, Singapore, pp. 281-292. ISBN 978-981-15-5771-2

Sharma, Ekta and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Prasad, Ramendra and Parisi, Alfio ORCID: https://orcid.org/0000-0001-8430-8907 and Raj, Nawin ORCID: https://orcid.org/0000-0002-8364-2644 (2020) Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks. IEEE Access, 8. pp. 209503-209516. ISSN 2169-3536

Ji, Boyu and Banhazi, Thomas and Ghahramani, Afshin ORCID: https://orcid.org/0000-0002-9648-4606 and Bowtell, Les ORCID: https://orcid.org/0000-0001-6694-7609 and Wang, Chaoyuan and Li, Baoming (2020) Modelling of heat stress in a robotic dairy farm. Part 3: rumination and milking performance. Biosystems Engineering, 199. pp. 58-72. ISSN 1537-5110

Wan, Xiangkui and Zhu, Binru and Jin, Zhiyao and Zhang, Mingru and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 (2020) Multiscale entropy algorithms and their applications in cardiac disease discrimination. Journal of Mechanics in Medicine and Biology, 20 (8):2050052. pp. 1-13. ISSN 0219-5194

Ali, Mumtaz and Prasad, Ramendra and Xiang, Yong and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 (2020) Near real-time significant wave height forecasting with hybridized multiple linear regression algorithms. Renewable and Sustainable Energy Reviews, 132:110003. ISSN 1364-0321

Al-Musaylh, Mohanad S. and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 (2020) Electrical energy demand forecasting model development and evaluation with maximum overlap discrete wavelet transform-online sequential extreme learning machines algorithms. Energies, 13 (9):2307.

Li, Zhaoyang and Li, Lin and Peng, Yuquan and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X (2020) A Two-Stream Graph Convolutional Neural Network for Dynamic Traffic Flow Forecasting. In: 32nd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2020), 9 Nov - 11 Nov 2020, Baltimore, United States.

Al-Hossenat, Auhood Hadi Jabbar (2020) Brain network, modelling and corresponding EEG patterns for health and disease states. [Thesis (PhD/Research)]

Al-Salman, Wessam and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 and Wen, Peng ORCID: https://orcid.org/0000-0003-0939-9145 (2019) K-complexes Detection in EEG Signals using Fractal and Frequency Features Coupled with an Ensemble Classification Model. Neuroscience, 422. pp. 119-133. ISSN 0306-4522

Ghimire, Sujan and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Raj, Nawin ORCID: https://orcid.org/0000-0002-8364-2644 and Mi, Jianchun (2019) Wavelet-based 3-phase hybrid SVR model trained with satellite-derived predictors, particle swarm optimization and maximum overlap discrete wavelet transform for solar radiation prediction. Renewable and Sustainable Energy Reviews, 113:109247. pp. 1-19. ISSN 1364-0321

Al-Salman, Wessam and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 and Wen, Paul ORCID: https://orcid.org/0000-0003-0939-9145 (2019) Detection of EEG K-complexes using fractal dimension of time-frequency images technique coupled with undirected graph features. Frontiers in Neuroinformatics, 13 (45). pp. 1-19.

Rahmati, Omid and Kornejady, Aiding and Samadi, Mahmood and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Conoscenti, Christian and Lombardo, Luigi and Dayal, Kavina and Taghizadeh-Mehrjardi, Ruhollah and Pourghasemi, Hamid Reza and Kumar, Sandeep and Bui, Dieu Tien (2019) PMT: new analytical framework for automated evaluation of geo-environmental modelling approaches. Science of the Total Environment, 664. pp. 296-311. ISSN 0048-9697

Al-Hossenat, Auhood and Wen, Paul ORCID: https://orcid.org/0000-0003-0939-9145 and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 (2019) Modelling and simulating different bands of EEG signals with the virtual brain. International Journal of Electrical, Electronics and Data Communication, 7 (5). pp. 66-70. ISSN 2320-2084

Meshram, Sarita Gajbhiye and Ghorbani, M. A. and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Kashani, Mahsa Hasanpour and Meshram, Chandrashekhar and Karimi, Vahid (2019) New approach for sediment yield forecasting with a two-phase feed forward neuron network-particle swarm optimization model integrated with the gravitational search algorithm. Water Resources Management, 33 (7). pp. 2335-2356. ISSN 0920-4741

Ali, Mumtaz (2019) Probabilistic and artificial intelligence modelling of drought and agricultural crop yield in Pakistan. [Thesis (PhD/Research)]

Ghimire, Sujan and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Downs, Nathan J. ORCID: https://orcid.org/0000-0002-3191-6404 and Raj, Nawin ORCID: https://orcid.org/0000-0002-8364-2644 (2019) Global solar radiation prediction by ANN integrated with European Centre for medium range weather forecast fields in solar rich cites of Queensland Australia. Journal of Cleaner Production, 216. pp. 288-310. ISSN 0959-6526

Tao, Hai and Ebtehaj, Isa and Bonakdari, Hossein and Heddam, Salim and Voyant, Cyril and Al-Ansari, Nadhir and Deo, Ravinesh ORCID: https://orcid.org/0000-0002-2290-6749 and Yaseen, Zaheer Mundher (2019) Designing a new data intelligence model for global solar radiation prediction: application of multivariate modeling scheme. Energies, 12 (7):1365. pp. 1-24.

Wen, Xiaohu and Feng, Qi and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Wu, Min and Yin, Zhenliang and Yang, Linshan and Singh, Vijay P. (2019) Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems. Journal of Hydrology, 570. pp. 167-184. ISSN 0022-1694

Ghorbani, Mohammad Ali and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Kashani, Mahsa H. and Shahabi, Mahmoud and Ghorbani, Shahryar (2019) Artificial intelligence-based fast and efficient hybrid approach for spatial modelling of soil electrical conductivity. Soil and Tillage Research, 186. pp. 152-164. ISSN 0167-1987

Yaseen, Zaher Mundher and Sulaiman, Sadeq Oleiwi and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Chau, Kwok-Wing (2019) An enhanced extreme learning machine model for river flow forecasting: state-of-the-art, practical applications in water resource engineering area and future research direction. Journal of Hydrology, 569. pp. 387-408. ISSN 0022-1694

Fijani, Elham and Barzegar, Rahim and Deo, Ravinesh ORCID: https://orcid.org/0000-0002-2290-6749 and Tziritis, Evangelos and Konstantinos, Skordas (2019) Design and implementation of a hybrid model based on two-layer decomposition method coupled with extreme learning machines to support real-time environmental monitoring of water quality parameters. Science of the Total Environment, 648. pp. 839-853. ISSN 0048-9697

Song, Bo and Menezes de Oliveira, Marilia and Wang, Shuaifang and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 and Wen, Peng ORCID: https://orcid.org/0000-0003-0939-9145 and Ahfock, Tony (2019) A preliminary study of the impact of lateral head orientations on the current distributions during tDCS. In: 12th International Conference on Brain Informatics (BI 2019), 13-15 Dec 2019, Haikou, China.

Liu, Kai and Zhou, Hongmin and Kou, Yuanyuan and Zhang, Jiabao and Zhou, Xujuan and Zhang, Xiantang (2019) Simulation study on passive buildings’ demand incentive based on evolutionary game. Journal of Intelligent and Fuzzy Systems, 37. pp. 3163-3174. ISSN 1064-1246

Al-Musaylh, Mohanad S. and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 (2018) Particle swarm optimized–support vector regression hybrid model for daily horizon electricity demand forecasting using climate dataset. In: 3rd International Conference on Power and Renewable Energy (ICPRE 2018), 21-24 Sept 2018, Berlin, Germany.

Ghorbani, Mohammad Ali and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Karimi, Vahid and Kashani, Mahsa H. and Ghorbani, Shahryar (2018) Design and implementation of a hybrid MLP-GSA model with multilayer perceptron-gravitational search algorithm for monthly lake water level forecasting. Stochastic Environmental Research and Risk Assessment. ISSN 1436-3240

Yeom, Jong-min and Jeong, Seungtaek and Jeong, Gwanyong and Ng, Chi Tim and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Ko, Jonghan (2018) Monitoring paddy productivity in North Korea employing geostationary satellite images integrated with GRAMI-rice model. Scientific Reports, 8:16121. pp. 1-15.

Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Downs, Nathan J. ORCID: https://orcid.org/0000-0002-3191-6404 and Adamowski, Jan F. and Parisi, Alfio V. ORCID: https://orcid.org/0000-0001-8430-8907 (2018) Adaptive Neuro-Fuzzy Inference System integrated with solar zenith angle for forecasting sub-tropical photosynthetically active radiation. Food and Energy Security, 8 (1).

Allawi, Mohammed Falah and Jaafar, Othman and Hamzah, Firdaus Mohamad and Mohd, Nuruol Syuhadaa and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and El-Shafie, Ahmed (2018) Reservoir inflow forecasting with a modified coactive neuro-fuzzy inference system: a case study for a semi-arid region. Theoretical and Applied Climatology, 134 (1-2). pp. 545-563. ISSN 0177-798X

Ali, Mumtaz and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Downs, Nathan J. ORCID: https://orcid.org/0000-0002-3191-6404 and Maraseni, Tek ORCID: https://orcid.org/0000-0001-9361-1983 (2018) Cotton yield prediction with Markov Chain Monte Carlo-based simulation model integrated with genetic programing algorithm: a new hybrid copula-driven approach. Agricultural and Forest Meteorology, 263. pp. 428-448. ISSN 0168-1923

Ali, Mumtaz and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Downs, Nathan J. ORCID: https://orcid.org/0000-0002-3191-6404 and Maraseni, Tek ORCID: https://orcid.org/0000-0001-9361-1983 (2018) Multi-stage committee based extreme learning machine model incorporating the influence of climate parameters and seasonality on drought forecasting. Computers and Electronics in Agriculture, 152. pp. 149-165. ISSN 0168-1699

Sanikhani, Hadi and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Samui, Pijush and Kisi, Ozgur and Mert, Chian and Mirabbasi, Rasoul and Gavili, Siavash and Yaseen, Zaher Mundher (2018) Survey of different data-intelligent modeling strategies for forecasting air temperature using geographic information as model predictors. Computers and Electronics in Agriculture, 152. pp. 242-260. ISSN 0168-1699

Ghorbani, M. A. and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Yaseen, Zaher Mundher and Kashani, Mahsa H. and Mohammadi, Babak (2018) Pan evaporation prediction using a hybrid multilayer perceptron-firefly algorithm (MLP-FFA) model: case study in North Iran. Theoretical and Applied Climatology, 133 (3-4). pp. 1119-1131. ISSN 0177-798X

Ali, Mumtaz and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Downs, Nathan J. ORCID: https://orcid.org/0000-0002-3191-6404 and Maraseni, Tek ORCID: https://orcid.org/0000-0001-9361-1983 (2018) Multi-stage hybridized online sequential extreme learning machine integrated with Markov Chain Monte Carlo copula-Bat algorithm for rainfall forecasting. Atmospheric Research, 213. pp. 450-464. ISSN 0169-8095

Ethteram, Mohammad and Mousavi, Sayed-Farhad and Karami, Hojat and Farzin, Saeed and Deo, Ravinesh ORCID: https://orcid.org/0000-0002-2290-6749 and Othman, Faridah Binti and Chau, Kwok-Wing and Sarkamaryan, Saeed and Singh, Vijay P. and El-Shafie, Ahmed (2018) Bat algorithm for dam–reservoir operation. Environmental Earth Sciences, 77 (13):510. pp. 1-15. ISSN 1866-6280

Sanikhani, Hadi and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Yaseen, Zaher Mundheer and Eray, Okan and Kisi, Ozgur (2018) Non-tuned data intelligent model for soil temperature estimation: a new approach. Geoderma, 330. pp. 52-64. ISSN 0016-7061

Kim, Dookie and Roy, Sanjiban Sekhar and Lansivaara, Tim and Deo, Ravinesh C. and Samui, Pijush, eds. (2018) Handbook of research on predictive modeling and optimization methods in science and engineering. IGI Publishing (IGI Global), United States. ISBN 9781522547662

Yaseen, Zaher Mundher and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Ebtehaj, Isa and Bonakdari, Hossein (2018) Hybrid data intelligent models and applications for water level prediction. In: Handbook of research on predictive modeling and optimization methods in science and engineering. Advances in Computational Intelligence and Robotics (ACIR) Book Series. IGI Publishing (IGI Global), Hershey, United States, pp. 121-139. ISBN 9781522547662

Ghorbani, Mohammad Ali and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Karimi, Vahid and Yaseen, Zaher Mundher and Terz, Ozlem (2018) Implementation of a hybrid MLP-FFA model for water level prediction of Lake Egirdir, Turkey. Stochastic Environmental Research and Risk Assessment, 32 (6). pp. 1683-1697. ISSN 1436-3240

McCarthy, Elizabeth and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 and Maraseni, Tek ORCID: https://orcid.org/0000-0001-9361-1983 (2018) Selection of representative feature training sets with self-organized maps for optimized time series modeling and prediction: application to forecasting daily drought conditions with ARIMA and neural network models. In: Handbook of research on predictive modeling and optimization methods in science and engineering. Advances in Computational Intelligence and Robotics (ACIR) Book Series. IGI Publishing (IGI Global), Hershey, United States, pp. 446-464. ISBN 9781522547662

Nguyen-Huy, Thong ORCID: https://orcid.org/0000-0002-2201-6666 and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Mushtaq, Shahbaz and An-Vo, Duc-Anh ORCID: https://orcid.org/0000-0001-7528-7139 and Khan, Shahjahan ORCID: https://orcid.org/0000-0002-0446-086X (2018) Modeling the joint influence of multiple synoptic-scale, climate mode indices on Australian wheat yield using a vine copula-based approach. European Journal of Agronomy, 98. pp. 65-81. ISSN 1161-0301

Prasad, Ramendra and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 and Maraseni, Tek ORCID: https://orcid.org/0000-0001-9361-1983 (2018) Soil moisture forecasting by a hybrid machine learning technique: ELM integrated with ensemble empirical mode decomposition. Geoderma, 330. pp. 136-161. ISSN 0016-7061

Mouatadid, Soukayna and Raj, Nawin ORCID: https://orcid.org/0000-0002-8364-2644 and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Adamowski, Jan F. (2018) Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region. Atmospheric Research, 212. pp. 130-149. ISSN 0169-8095

Fallah, Seyedeh Narjes and Deo, Ravinesh Chand ORCID: https://orcid.org/0000-0002-2290-6749 and Shojafar, Mohammad and Conti, Mauro and Shamshirband, Shahaboddin (2018) Computational intelligence approaches for energy load forecasting in smart energy management grids: state of the art, future challenges, and research directions and Research Directions. Energies, 11 (3).

Ali, Mumtaz and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Downs, Nathan J. ORCID: https://orcid.org/0000-0002-3191-6404 and Maraseni, Tek ORCID: https://orcid.org/0000-0001-9361-1983 (2018) An ensemble-ANFIS based uncertainty assessment model for forecasting multi-scalar standardized precipitation index. Atmospheric Research, 207. pp. 155-180. ISSN 0169-8095

Rajaee, Taher and Ravansalar, Masoud and Adamowski, Jan F. and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 (2018) A new approach to predict daily pH in rivers based on the 'a trous' redundant wavelet transform algorithm. Water, Air and Soil Pollution, 229 (3). ISSN 0049-6979

Diop, Lamine and Bodian, Ansoumana and Djaman, Koffi and Yaseen, Zaher Mundher and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and El-Shafie, Ahmed and Brown, Larry C. (2018) The influence of climatic inputs on stream-flow pattern forecasting: case study of Upper Senegal River. Environmental Earth Sciences, 77 (5). ISSN 1866-6280

Al-Musaylh, Mohanad S. and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 and Adamowski, Jan F. (2018) Two-phase particle swarm optimized-support vector regression hybrid model integrated with improved empirical mode decomposition with adaptive noise for multiple-horizon electricity demand forecasting. Applied Energy, 217. pp. 422-439. ISSN 0306-2619

Yaseen, Zaher Mundher and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Hilal, Ameer and Abd, Abbas M. and Bueno, Laura Cornejo and Salcedo-Sanz, Sancho and Nehdi, Moncef L. (2018) Predicting compressive strength of lightweight foamed concrete using extreme learning machine model. Advances in Engineering Software, 115. pp. 112-125. ISSN 0965-9978

Yaseen, Zaher Mundher and Ghareb, Mazen Ismaeel and Ebtehaj, Isa and Bonakdari, Hossein and Siddique, Ridwan and Heddam, Sali and Yusif, Ali A. and Deo, Ravinesh ORCID: https://orcid.org/0000-0002-2290-6749 (2018) Rainfall Pattern Forecasting Using Novel Hybrid Intelligent Model Based ANFIS-FFA. Water Resources Management, 32 (1). pp. 105-122. ISSN 0920-4741

Salcedo-Sanz, Sancho and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Cornejo-Bueno, Laura and Camacho-Gomez, Carlos and Ghimire, Sujan (2018) An efficient neuro-evolutionary hybrid modelling mechanism for the estimation of daily global solar radiation in the Sunshine State of Australia. Applied Energy, 209. pp. 79-94. ISSN 0306-2619

Yaseen, Zaher Mundher and Fu, Minglei and Wang, Chen and Mohtar, Wan Hanna Melini Wan and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and El-Shafie, Ahmed (2018) Application of the hybrid artificial neural network coupled with rolling mechanism and grey model algorithms for streamflow forecasting over multiple time horizons. Water Resources Management, 32 (5). pp. 1883-1899. ISSN 0920-4741

Roy, Sanjiban Sekhar and Samui, Pijushi and Deo, Ravinesh ORCID: https://orcid.org/0000-0002-2290-6749 and Ntalampiras, Stalampiras, eds. (2018) Big data in engineering applications. Studies in Big Data. Springer, Singapore. ISBN 978-981-10-8475-1

Yu, Haijiao and Wen, Xiaohu and Feng, Qi and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Si, Jianhua and Wu, Min (2018) Comparative study of hybrid-wavelet artificial intelligence models for monthly groundwater depth forecasting in extreme arid regions, Northwest China. Water Resources Management, 32 (1). pp. 301-323. ISSN 0920-4741

Yin, Zhenliang and Feng, Qi and Wen, Xiaohu and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Yang, Linshan and Si, Jianhua and He, Zhibin (2018) Design and evaluation of SVR, MARS and M5Tree models for 1, 2 and 3-day lead time forecasting of river flow data in a semiarid mountainous catchment. Stochastic Environmental Research and Risk Assessment, 32 (9). pp. 2457-2476. ISSN 1436-3240

Menezes de Oliveira, Marilia and Song, Bo and Ahfock, Tony and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 and Wen, Paul ORCID: https://orcid.org/0000-0003-0939-9145 (2018) Human Head Modelling Simulation Applied to Electroconvulsive Therapy. In: Multi-Modality Imaging: Applications and Computational Techniques. Springer Nature, Cham, Switzerland, pp. 103-133. ISBN 978-3-319-98973-0

Barzegar, Rahim and Moghaddam, Asghar Asghari and Deo, Ravinesh ORCID: https://orcid.org/0000-0002-2290-6749 and Fijani, Elham and Tziritis, Evangelos (2018) Mapping groundwater contamination risk of multiple aquifers using multi-model ensemble of machine learning algorithms. Science of the Total Environment, 621. pp. 697-712. ISSN 0048-9697

Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Ghorbani, Mohammad Ali and Samadianfard, Saeed and Maraseni, Tek ORCID: https://orcid.org/0000-0001-9361-1983 and Bilgili, Mehmet and Biazar, Mustafa (2018) Multi-layer perceptron hybrid model integrated with the firefly optimizer algorithm for windspeed prediction of target site using a limited set of neighboring reference station data. Renewable Energy, 116 (Part A). pp. 309-323. ISSN 0960-1481

Al-Musaylh, Mohanad S. and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Adamowski, Jan F. and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 (2018) Short-term electricity demand forecasting with MARS, SVR and ARIMA models using aggregated demand data in Queensland, Australia. Advanced Engineering Informatics, 35 (C). pp. 1-16. ISSN 1474-0346

Prasad, Ramendra (2018) Streamflow and soil moisture forecasting with hybrid data intelligent machine learning approaches: case studies in the Australian Murray-Darling basin. [Thesis (PhD/Research)]

McCarthy, E. and Deo, R. C. ORCID: https://orcid.org/0000-0002-2290-6749 and Li, Y. ORCID: https://orcid.org/0000-0002-4694-4926 and Maraseni, T. ORCID: https://orcid.org/0000-0001-9361-1983 (2017) Re-imagining standard timescales in forecasting precipitation events for Queensland’s grazing enterprises. In: 22nd International Congress on Modelling and Simulation (MODSIM 2017), 3-8 Dec 2017, Hobart, Tasmania, Australia.

Wen, Xiaohu and Feng, Qi and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Wu, Min and Si, Jianhua (2017) Wavelet analysis–artificial neural network conjunction models for multi-scale monthly groundwater level predicting in an arid inland river basin, northwestern China. Hydrology Research: an International Journal, 48 (6). pp. 1710-1729. ISSN 1998-9563

Yaseen, Zaher Mundher and Ebtehaj, Isa and Bonakdari, Hossein and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Mehr, Ali Danandeh and Mohtar, Wan Hanna Melini Wan and Diop, Lamine and El-Shafie, Ahmed and Singh, Vijay P. (2017) Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model. Journal of Hydrology, 554. pp. 263-276. ISSN 0022-1694

Yeom, Jong-Min and Deo, Ravinesh ORCID: https://orcid.org/0000-0002-2290-6749 and Chun, Junghwa and Hong, Jinkyu and Kim, Dong-Su and Han, Kyung-Soo and Cho, Jaeil (2017) Synthetic retrieval of hourly net ecosystem exchange using the neural network model with combined MI and GOCI geostationary sensor datasets and ground-based measurements. International Journal of Remote Sensing, 38 (23). pp. 7441-7456. ISSN 0143-1161

Raheli, Bahare and Aalami, Mohammad Taghi and El-Shafie, Ahmed and Ghorbani, Mohammad Ali and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 (2017) Uncertainty assessment of the multilayer perceptron (MLP) neural network model with implementation of the novel hybrid MLP-FFA method for prediction of biochemical oxygen demand and dissolved oxygen: a case study of Langat River. Environmental Earth Sciences, 76 (14). ISSN 1866-6280

Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Tiwari, Mukesh K. and Adamowski, Jan F. and Quilty, John M. (2017) Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model. Stochastic Environmental Research and Risk Assessment, 31 (5). pp. 1211-1240. ISSN 1436-3240

Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Samui, Pijush (2017) Forecasting evaporative loss by least-square support-vector regression and evaluation with genetic programming, Gaussian process, and minimax probability machine regression: case study of Brisbane City. Journal of Hydrologic Engineering, 22 (6). pp. 1-15. ISSN 1084-0699

Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Downs, Nathan ORCID: https://orcid.org/0000-0002-3191-6404 and Parisi, Alfio V. ORCID: https://orcid.org/0000-0001-8430-8907 and Adamowski, Jan F. and Quilty, John M. (2017) Very short-term reactive forecasting of the solar ultraviolet index using an extreme learning machine integrated with the solar zenith angle. Environmental Research, 155. pp. 141-166. ISSN 0013-9351

Dayal, Kavina and Deo, Ravinesh ORCID: https://orcid.org/0000-0002-2290-6749 and Apan, Armando A. ORCID: https://orcid.org/0000-0002-5412-8881 (2017) Drought modelling based on artificial intelligence and neural network algorithms: a case study in Queensland, Australia. In: Climate change adaptation in Pacific countries: fostering resilience and improving the quality of life (Part II). Climate Change Management. Springer International Publishing, pp. 177-198. ISBN 978-3-319-50093-5

Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Kisi, Ogzur and Singh, Vijay P. (2017) Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model. Atmospheric Research, 184. pp. 149-175. ISSN 0169-8095

Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Sahin, Mehmet (2017) Forecasting long-term global solar radiation with an ANN algorithm coupled with satellite-derived (MODIS) land surface temperature (LST) for regional locations in Queensland. Renewable and Sustainable Energy Reviews, 72. pp. 828-848. ISSN 1364-0321

Al-Hossenat, Auhood and Wen, Paul ORCID: https://orcid.org/0000-0003-0939-9145 and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 (2017) Simulation α of EEG using brain network model. In: First MoHESR and HCED Iraqi Scholars Conference in Australasia 2017 (ISCA 2017), 5-6 Dec 2017, Melbourne, Australia.

Dayal, Kavina S. and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Apan, Armando A. ORCID: https://orcid.org/0000-0002-5412-8881 (2016) Application of hybrid artificial neural network algorithm for the prediction of Standardized Precipitation Index. In: 2016 IEEE Region 10 International Conference: Technologies for Smart Nation (TENCON 2016), 22-25 Nov 2016, Singapore.

Yaseen, Zaher Mundher and Jaafar, Othman and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Kisi, Ozgur and Adamowski, Jan and Quilty, John and El-Shafie, Ahmed (2016) Stream-flow forecasting using extreme learning machines: a case study in a semi-arid region in Iraq. Journal of Hydrology, 542. pp. 603-614. ISSN 0022-1694

Chen, Jianhui and Han, Jian and Deng, Yue and Zhong, Han and Wang, Ningning and Li, Youjun and Wan, Zhijiang and Kotake, Taihei and Wang, Dongsheng and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Zhong, Ning (2016) Multi-level big data content services for mental health care. In: Wisdom web of things, Part II. Web Information Systems Engineering and Internet Technologies Book Series. Springer International Publishing, Switzerland, pp. 155-180. ISBN 978-3-319-44196-2

Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Samui, Pijush and Kim, Dookie (2016) Estimation of monthly evaporative loss using relevance vector machine, extreme learning machine and multivariate adaptive regression spline models. Stochastic Environmental Research and Risk Assessment, 30 (6). pp. 1769-1784. ISSN 1436-3240

Salcedo-Sanz, S. and Deo, R. C. ORCID: https://orcid.org/0000-0002-2290-6749 and Carro-Calvo, L. and Saavedra-Moreno, B. (2016) Monthly prediction of air temperature in Australia and New Zealand with machine learning algorithms. Theoretical and Applied Climatology, 125 (1-2). pp. 13-25. ISSN 0177-798X

Gheisari, Mehdi and Movassagh, Ali Akbar and Qin, Yongrui and Yong, Jianming and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Zhang, Ji ORCID: https://orcid.org/0000-0001-7167-6970 and Shen, Haifeng (2016) NSSSD: a new semantic hierarchical storage for sensor data. In: 20th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2016), 4-6 May 2016, Nanchang, China.

Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Wen, Xiaohu and Feng, Qi (2016) A wavelet-coupled support vector machine model for forecasting global incident solar radiation using limited meteorological dataset. Applied Energy, 168. pp. 568-593. ISSN 0306-2619

Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Sahin, Mehmet (2016) An extreme learning machine model for the simulation of monthly mean streamflow water level in eastern Queensland. Environmental Monitoring and Assessment, 188 (90). ISSN 0167-6369

Song, Bo and Wen, Peng ORCID: https://orcid.org/0000-0003-0939-9145 and Ahfock, Tony and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 (2016) Numeric investigation of brain tumor influence on the current distributions during transcranial direct current stimulation. IEEE Transactions on Biomedical Engineering, 63 (1). pp. 176-187. ISSN 0018-9294

Chan, Ka Ching ORCID: https://orcid.org/0000-0002-8756-2991 (2015) Market share modelling and forecasting using Markov chains and alternative models. International Journal of Innovative Computing, Information and Control, 11 (4). pp. 1205-1218. ISSN 1349-4198

Wang, Gengkun and Xiang, Wei and Yuan, Jinhong (2015) Multihop compute-and-forward for generalised two-way relay channels. Transactions on Emerging Telecommunications Technologies, 26 (3). pp. 448-460.

Li, Ying and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 and Wang, Xiaofen (2014) Study on orthogonal basis NN-based storage modelling for Lake Hume of Upper Murray River, Australia. In: 13th International Conference on Machine Learning and Cybernetics, July, 13-16, 2014, Langzhou, China.

Li, Mao and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 and Wen, Peng (Paul) ORCID: https://orcid.org/0000-0003-0939-9145 (2014) Simulation study of pO2 distribution in induced tumour masses and normal tissues within a microcirculation environment. Computer Methods in Biomechanics and Biomedical Engineering, 17 (4). pp. 334-343. ISSN 1025-5842

Wang, Guangyuan and Wang, Hua and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Zhang, Ji ORCID: https://orcid.org/0000-0001-7167-6970 and Zhang, Jinhua (2013) Minimising k-dominating set in arbitrary network graphs. In: 9th International Conference on Advanced Data Mining and Applications (ADMA 2013), 14-16 Dec 2013, Hangzhou, China.

Espada Jr., Rodolfo and Apan, Armando ORCID: https://orcid.org/0000-0002-5412-8881 and McDougall, Kevin ORCID: https://orcid.org/0000-0001-6088-1004 (2013) Using spatial modelling to develop flood risk and climate adaptation capacity metrics for vulnerability assessments of urban community and critical water supply infrastructure. In: 49th World Congress of the International Society of City and Regional Planners (ISOCARP 2013): Frontiers of Planning: Evolving and Declining Models of City Planning Practice, 1-4 Oct 2013, Brisbane, Australia.

Sileh, Ibrahim Khalil and Xiang, Wei and Maxwell, Andrew (2013) Error probability of OFDM-based hybrid relay protocols over wideband fading channels. In: IEEE International Conference on Ultra-Wideband (ICUWB 2013), 15-18 Sep 2013, Sydney, Australia.

Salim, Omar Hazim and Nasir, Ali A. and Mehrpouyan, Hani and Xiang, Wei (2013) Phase noise and carrier frequency offset in OFDM systems: joint estimation and hybrid Cramer-Rao lower bound. In: 14th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2013), 16-19 Jun 2013, Darmstadt, Germany.

Al-Nuaimi, Hamdi and Ayers, Ron and Somasundaraswaran, Kathirgamalingam ORCID: https://orcid.org/0000-0002-4491-1987 (2013) Traffic flow modelling for an urban arterial road in Brisbane City. In: 14th Road Engineering Association of Asia and Australasia Conference (REAAA 2013): The Road Factor in Economic Transformation, 26-28 Mar 2013, Kuala Lumpur, Malaysia.

Qin, Yongrui and Sheng, Quan Z. and Wang, Hua (2013) Effectively delivering XML information in periodic broadcast environments. In: 24th International Conference on Database and Expert Systems Applications (DEXA 2013), 26-29 Aug 2013, Prague, Czech Republic.

Al-Nuaimi, Hamdi and Ayers, Ron and Somasundaraswaran, Kathirgamalingam ORCID: https://orcid.org/0000-0002-4491-1987 (2012) The effectiveness of using variable speed limit on the performance of an interrupted flow. In: IASTED International Conference on Engineering and Applied Science (EAS 2012): Applications for the 21st Century, 27-29 Dec 2012, Colombo, Sri Lanka.

Ngo-Cong, D. and Mai-Duy, N. and Karunasena, W. ORCID: https://orcid.org/0000-0003-3636-3068 and Tran-Cong, T. (2012) Local moving least square-one-dimensional integrated radial basis function networks technique for incompressible viscous flows. International Journal for Numerical Methods in Fluids, 70 (11). pp. 1443-1474. ISSN 0271-2091

Wang, Xin and Wang, Xungai and Lin, Tong (2012) Electric field analysis of spinneret design for needleless electrospinning of nanofibers. Journal of Materials Research, 27 (23). pp. 3013-3019. ISSN 0884-2914

Wittenmyer, Robert A. and Horner, Jonathan and Tinney, C. G. (2012) Resonances required: dynamical analysis of the 24 sex and HD 200964 planetary systems. The Astrophysical Journal, 761 (2). pp. 1-6. ISSN 0004-637X

Alajel, Khalid Mohamed and Xiang, Wei and Sileh, Ibrahim Khalil (2012) Best relays selection method for error-resilient 3-D video transmission. In: 12th International Symposium on Communications and Information Technologies (ISCIT 2012), 2-5 Oct 2012, Gold Coast, Australia.

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Alajel, Khalid Mohamed and Xiang, Wei and Wang, Yafeng (2012) Unequal error protection scheme based hierarchical 16-QAM for 3-D video transmission. IEEE Transactions on Consumer Electronics, 58 (3). pp. 731-738. ISSN 0098-3063

Abdulla, Shahab ORCID: https://orcid.org/0000-0002-1193-6969 and Wen, Peng ORCID: https://orcid.org/0000-0003-0939-9145 (2012) Depth of anaesthesia control investigation using robust deadbeat control technique. In: 2012 International Conference on Complex Medical Engineering (ICME 2012), 1-4 Jul 2012, Kobe, Japan.

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Li, Mao and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 and Wen, Peng (Paul) ORCID: https://orcid.org/0000-0003-0939-9145 (2012) Tumor-induced effects on PO2 distribution in a normal tissue. In: 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics: Global Grand Challenge of Health Informatics (BHI 2012), 2-7 Jan 2012, Hong Kong and Shenzhen, China.

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Ma, Zhangchao and Xiang, Wei and Long, Hang and Wang, Wenbo (2011) Proportional fair resource partition for LTE-advanced networks with Type I relay nodes. In: ICC 2011: Source of Innovation: Back to the Origin, 5-9 Jun 2011 , Kyoto, Japan.

Abdulla, Shahab ORCID: https://orcid.org/0000-0002-1193-6969 and Wen, Peng ORCID: https://orcid.org/0000-0003-0939-9145 (2011) Depth of anaesthesia patient models and control. In: 2011 IEEE/ICME International Conference on Complex Medical Engineering (ICME 2011), 22-25 May 2011, Harbin, China.

Cai, W. and Sullivan, A. and Cowan, T. and Ribbe, J. ORCID: https://orcid.org/0000-0001-6749-1228 and Shi, G. (2011) Simulation of the Indian Ocean Dipole: a relevant criterion for selecting models for climate projections. Geophysical Research Letters, 38 (3). pp. 1-5. ISSN 0094-8276

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Kelly, Nick and Gero, John (2009) Constructive interpretation in design thinking. In: 27th Conference of the Association for Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2009): Computation: The New Realm of Architectural Design, 16-19 Sep 2009, Istanbul, Turkey.

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Al-Falahi, Amir and Yusoff, M. Z. and Yusaf, T. (2009) An experimental evaluation of shock wave strength and peak pressure in a conventional shock tube and a free-piston compressor. In: ASME International Mechanical Engineering Congress and Exposition (IMECE 2008) , 31 Oct-6 Nov 2008, Boston, MA. United States.

Russell, Julian and Xiang, Wei (2009) Pulse shaping in MIMO COFDM over Rayleigh fading channels. In: ICWMC 2009: 5th International Conference on Wireless and Mobile Communications, 23-29 Aug 2009, Cannes, France.

Teng, Lanzhi and Wen, Peng ORCID: https://orcid.org/0000-0003-0939-9145 and Xiang, Wei (2008) Model-based networked control system stability based on packet drop distributions. In: 10th International Conference on Control, Automation, Robotics and Vision (ICARCV 2008), 17-20 Dec 2008, Hanoi, Vietnam.

Wen, Peng ORCID: https://orcid.org/0000-0003-0939-9145 and Stapleton, Cary and Li, Yan ORCID: https://orcid.org/0000-0002-4694-4926 (2008) Tension control of a winding machine for rectangular coils. In: 10th International Conference on Control, Automation, Robotics and Vision (ICARCV 2008), 17-20 Dec 2008, Hanoi, Vietnam.

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Shi, G. and Ribbe, J. ORCID: https://orcid.org/0000-0001-6749-1228 and Cai, W. and Cowan, T. (2008) An interpretation of Australian rainfall projections. Geophysical Research Letters, 35 (2). L2072. ISSN 0094-8276

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Oqielat, M. N. and Belward, J. A. and Turner, I. W. and Loch, B. I. (2007) A hybrid clough-tocher radial basis function method for modelling leaf surfaces. In: MODSIM07: International Congress on Modelling and Simulation: Land, Water and Environmental Management: Integrated Systems for Sustainability, 10-13 Dec 2007, Christchurch, New Zealand.

Kist, Alexander A. ORCID: https://orcid.org/0000-0001-9105-7050 (2007) Erlang B as a performance model for IP flows. In: ICON 2007: 15th IEEE International Conference on Networks, 19-21 Nov 2007, Adelaide, Australia.

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Liu, Xiaoye and Zhang, Zhenyu and Peterson, Jim and Chandra, Shobhit (2007) LiDAR-derived high quality ground control information and DEM for image orthorectification. Geoinformatica: an international journal on advances of computer science for geographic information systems, 11 (1). pp. 37-53. ISSN 1384-6175

Smith, Rod and Gillies, Malcolm H. and Newell, Geoffrey and Foley, Joseph P. (2007) A decision support model for travelling gun irrigation machines. In: CIGR 2006: Agricultural Engineering for a Better World, 3-7 Sep 2006, Bonn, Germany.

Nguyen-Ky, Tai and Leis, John W. ORCID: https://orcid.org/0000-0001-5930-8139 and Xiang, Wei (2007) An improved error estimation algorithm for stereophonic acoustic echo cancellation systems. In: ICSPCS 2007: 1st International Conference on Signal Processing and Communication Systems, 17-19 Dec 2007, Gold Coast, Australia.

Mai-Duy, N. and Tran-Cong, T. and Tanner, R. I. (2006) A new high-order time-kernel BIEM for the Burgers equation. CMES: Computer Modeling in Engineering and Sciences, 16 (3). pp. 177-186. ISSN 1526-1492

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Loch, B. I. and Belward, J. A. and Hanan, J. S. (2005) Application of surface fitting techniques for the representation of leaf surfaces. In: MODSIM05: International Congress on Modelling and Simulation: Advances and Applications for Management and Decision Making, 12-15 Dec 2005, Melbourne, Australia.

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Baillie-de Byl, Penny and Toleman, Mark ORCID: https://orcid.org/0000-0002-0535-8103 (2005) Engineering emotionally intelligent agents. In: Encyclopedia of information science and technology. Information Science Reference (IGI Global), Hershey, PA, United States, pp. 1052-1056. ISBN 1-59140-553-X

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