Browse by Fields of Research (ANZSRC 2008)

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Number of items at this level: 49.

Deo, Ravinesh C. 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 (05017003).

Deo, Ravinesh C. and Downs, Nathan and Parisi, Alfio V. 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

Deo, Ravinesh C. 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

Wen, Xiaohu and Feng, Qi and Deo, Ravinesh C. 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. ISSN 1998-9563

Dayal, Kavina S. and Deo, Ravinesh C. and Apan, Armando A. (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.

Deo, Ravinesh C. and Kisi, Ogzur and Singh, Vijay P. (2016) Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model. Atmospheric Research. ISSN 0169-8095

Yaseen, Zaher Mundher and Jaafar, Othman and Deo, Ravinesh C. 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. ISSN 0022-1694

Deo, Ravinesh C. 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. 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). pp. 13-25. ISSN 0177-798X

Deo, Ravinesh C. and Tiwari, Mukesh K. and Adamowski, Jan F. and Quilty, John M. (2016) Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model. Stochastic Environmental Research and Risk Assessment. pp. 1-30. ISSN 1436-3240

Deo, Ravinesh C. and Wen, Xiaohu and Qi, Feng (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. 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 and Ahfock, Tony and Li, Yan (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

Hou, Yonghong and Wang, Pichao and Xiang, Wei and Gao, Zhimin and Hou, Chunping (2015) A novel rate control algorithm for video coding based on fuzzy-PID controller. Signal, Image and Video Processing , 9 (4). pp. 875-884. ISSN 1863-1703

Espada Jr., R. and Apan, A. and McDougall, K. (2013) Using spatial modelling to develop flood risk and climate adaptation capacity metrics for assessing urban community and critical electricity infrastructure vulnerability. In: 20th International Congress on Modelling and Simulation (MODSIM 2013): Adapting to Change: The Multiple Roles of Modelling , 1-6 Dec 2013, Adelaide, Australia.

Ahmed, Diyar I. and Kasolang, S. and Khidhir, Basim A. and Yousif, B. F. (2013) Fuzzy logic based model to predict maximum oil-film pressure in journal bearing. Research Journal of Applied Sciences, Engineering and Technology , 6 (20). pp. 3871-3878. ISSN 2040-7459

Griinke, Tyler John (2013) Development of an artificial neural network (ANN) for predicting tribological properties of kenaf fibre reinforced epoxy composites (KFRE). [USQ Project]

Espada Jr., Rodolfo and Apan, Armando and McDougall, Kevin (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.

Supeni, E. E. and Epaarachchi, J. A. and Islam, M. M. and Lau, K. T. (2013) Development of artificial neural network model in predicting performance of the smart wind turbine blade. In: 3rd Malaysian Postgraduate Conference (MPC 2013), 4-5 Jul 2013, Sydney, Australia.

Kahandawa, Gayan C. and Epaarachchi, Jayantha and Lau, K. T. and Canning, John (2013) Estimation of strain of distorted FBG sensor spectra using a fixed FBG filter circuit and an artificial neural network. In: IEEE 8th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2013): Sensing the Future, 2-5 Apr 2013, Melbourne, Australia.

Kahandawa, G. C. and Epaarachchi, J. A. and Wang, H. and Lau, K. T. (2012) Optimized FBG sensor network for efficient detection of a delamination in FRP structures. In: 8th Asian-Australasian Conference on Composite Materials (ACCM 2012): Composites: Enabling Tomorrow's Industry Today, 6-8 Nov 2012, Kuala Lumpur, Malaysia.

Zhang, Ji and Cao, Jie and Zhu, Xiaodong (2012) An innovative outlier detection method using localized thresholds. Data and Knowledge Engineering. pp. 65-73. ISSN 0302-9743

Zhang, Ji and Cao, Jie and Zhu, Xiaodong (2012) Detecting global outliers from large distributed databases. In: 9th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2012), 29-31 May 2012, Chongqing; China.

Kiani, Mostafa Kiani Deh and Ghobadian, Barat and Ommi, Fathollah and Najafi, Gholamhassan and Yusaf, Talal (2012) Artificial neural networks approach for the prediction of thermal balance of SI engine using ethanol-gasoline blends. In: 2012 International Cross-Domain Conference and Workshop on Availability, Reliability, and Security (CD-ARES 2012), 20-24 Aug 2012, Prague, Czech Republic.

Zhou, Hong and Su, Gang and Li, Guofang (2011) Forecasting daily gas load with OIHF-Elman neural network. Procedia Computer Science, 5. pp. 754-758.

Walters-Williams, Janett and Li, Yan (2010) B-spline mutual information independent component analysis. International Journal of Computer Science and Network Security, 10 (7). pp. 129-141. ISSN 1738-7906

Erdei, Laszlo and Vigneswaran, Saravanamuthu and Kandasamy, Jaya K. (2010) Modelling of submerged membrane flocculation hybrid systems using statistical and artificial neural networks methods. Journal of Water Supply: Research and Technology, 59 (2-3). pp. 198-208. ISSN 1606-9935

Xiang, Wei and Desai, Bhavin and Wen, Paul and Wang, Yafeng and Peng, Tianshu (2009) A prototype biometric security authentication system based upon fingerprint recognition. In: 4th International Conference on Rough Set and Knowledge Technology (RSKT 2009) , 14-16 Jul 2009, Gold Coast, Australia.

Zou, Weibao and Li, Yan and Tang, Arthur (2009) Effects of the number of hidden nodes used in a structured-based neural network on the reliability of image classification. Neural Computing and Applications, 18 (3). pp. 249-260. ISSN 0941-0643

Williams, Janett and Li, Yan (2008) A case study using neural networks algorithms: horse racing predictions in Jamaica. In: ICAI 2008: International Conference on Artificial Intelligence , 14-17 Jul 2008, Las Vegas, NV. United States.

Zhao, Weichang and Pinnaduwage, Lal A. and Leis, John W. and Gehl, Anthony C. and Allman, Steve L. and Shepp, Allan and Mahmud, Ken K. (2008) Identification and quantification of components in ternary vapor mixtures using a microelectromechanical-system-based electronic nose. Journal of Applied Physics, 103 (10). pp. 1-11. ISSN 0021-8979

Sun, Lili and Li, Yan (2008) XML and web services security. In: CSCWD 2008: 12th International Conference on Computer Supported Cooporative Work in Design, 16-18 Apr 2008, Xi'an, China.

De Byl, Penny-Anne Kaye; Mills, Christopher William (2007) An emotion recognition system and method. .

Zou, Weibao and Li, Yan (2007) Image classification using wavelet coefficients in low-pass bands. In: 2007 International Joint Conference on Neural Networks (IJCNN), 12-17 August 2007, Orlando, Florida, USQ.

Lu, Te-Wei and Wen, Peng (2007) Time optimal and robust control of twin rotor system. In: ICCA 2007: 6th IEEE International Conference on Control and Automation, 30 May-1 Jun 2007, Guangzhou, China.

Li, Yan and Chi, Zheru and Feng, David (2006) Leaf vein extraction using independent component analysis. In: 2006 IEEE International Conference on Systems, Man and Cybernetics, 8-11 Oct 2006, Taiwan.

Weibao, Zou and Li, Yan and Lo, King Chuen and Chi, Zheru (2006) Improvement of image classification with wavelet and independent component analysis (ICA) based on a structured neural network. In: 2006 International Joint Conference on Neural Networks (IJCNN), 16-21July 2006, Vancouver, Canada.

Young, Nam Mi and Bashar, Md. Rezaul and Rhee, Phill Kyu (2006) A face recognition system on distributed evolutionary computing using on-line GA. In: Intelligent Control and Automation: International Conference on Intelligent Computing ( ICIC 2006) Kunming, China, August, 2006, August, 2006, Kunming,China.

Young, Nam Mi and Bashar, Md. Rezaul and Rhee, Phill Kyu (2006) Adaptive context-aware filter fusion for face recognition on bad illumination. In: KES 2006: 10th International Conference on Knowlege-Based Intelligent Information and Engineering Systems , 9-11 Oct 2006, Bournemouth, United Kingdom.

Joo, Hyun Jea and Jang, Bong Won and Bashar, Md. Rezaul and Rhee, Phill Kyu (2006) Real time face detection system based edge restoration and nested K-means at frontal view. In: 3rd International Conference on Fuzzy Systems and Knowledge Discovery , 24-28 Sept 2006, Xi'an, China.

Al-Hakim, Latif (2006) Web-based hospital information system for managing operating theatre waiting list. International Journal of Healthcare Technology and Management, 7 (3-4). pp. 266-282. ISSN 1368-2156

Li, Zhi and Zhang, Zhongwei (2005) A coupled fuzzy logic control for routers' queue management over TCP/AQM networks. In: 9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES 2005), 14-16 Sep 2005, Melbourne, Australia.

Woolf, Rodney J. (2005) Data mining using Matlab. [USQ Project]

Li, Yan and Wen, Peng (2005) An ensemble learning algorithm for blind signal separation problem. In: 2005 International Conference on Computational Intelligence for Modelling, Control and Automation (CIMCA 2005), 28- 30 Nov 2005, Vienna, Austria .

Zhang, Zhongwei and Li, Zhi and Suthaharan, Shan (2005) Fuzzy logic strategy of prognosticating TCP's timeout and retransmission. In: Computational intelligence for modelling and prediction. Studies in Computational Intelligence (2). Springer-Verlag, Berlin. ISBN 3540260714

Li, Yan and Wen, Peng and Powers, David (2003) Methods for the blind signal separation problem. In: ICNNSP 2003: International Conference on Neural Networks and Signal Processing , 14-17 Dec 2003 , Nanjing, China.

Li, Yan and Rad, A. B. and Wen, Peng (1999) An enhanced training algorithm for multilayer neural networks based on reference output of hidden layer. Neural Computing and Applications, 8. pp. 218-225. ISSN 0941-0643

Li, Yan and Rad, A. B. (1997) A cascading structure and training method for multilayer neural network. International Journal of Neural Systems, 8 (5/6). pp. 509-515. ISSN 0129-0657

Zhang, Guangquan and Zhang, Yanchuan and Lu, Jie (1997) Properties of lattice-limit of a sequence on x-lattice. Journal of Fuzzy Mathematics, 5 (1). pp. 201-211. ISSN 1066-8950

This list was generated on Thu Mar 30 01:21:56 2017 AEST.