4602. Artificial intelligence


Title4602. Artificial intelligence
Parent46. Information and Computing Sciences

Latest research outputs

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Forecasting long-term global solar radiation with an ANN algorithm coupled with satellite-derived (MODIS) land surface temperature (LST) for regional locations in Queensland
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. https://doi.org/10.1016/j.rser.2017.01.114

Article

Big data in engineering applications
Roy, Sanjiban Sekhar, Samui, Pijushi, Deo, Ravinesh and Ntalampiras, Stalampiras (ed.) 2018. Big data in engineering applications. Singapore. Springer.

Edited book

Ensemble of adaboost cascades of 3L-LBPs classifiers for license plates detection with low quality images
Al-Shemarry, Meeras Salman, Li, Yan and Abdulla, Shahab. 2018. "Ensemble of adaboost cascades of 3L-LBPs classifiers for license plates detection with low quality images." Expert Systems with Applications. 92, pp. 216-235. https://doi.org/10.1016/j.eswa.2017.09.036

Article

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

Edited book

Stream-flow forecasting using extreme learning machines: a case study in a semi-arid region in Iraq
Yaseen, Zaher Mundher, Jaafar, Othman, Deo, Ravinesh C., Kisi, Ozgur, Adamowski, Jan, 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. https://doi.org/10.1016/j.jhydrol.2016.09.035

Article

Diverging importance of drought stress for maize and winter wheat in Europe
Webber, Heidi, Ewert, Frank, Olesen, Jørgen E., Müller, Christoph, Fronzek, Stefan, Ruane, Alex C., Bourgault, Maryse, Martre, Pierre, Ababaei, Behnam, Bindi, Marco, Ferrise, Roberto, Finger, Robert, Fodor, Nándor Fodor, Gabaldón-Leal, Clara, Gaiser, Thomas, Jabloun, Mohamed, Kersebaum, Kurt-Christian, Lizaso, Jon I., Lorite, Ignacio J., ..., Wallach, Daniel. 2018. "Diverging importance of drought stress for maize and winter wheat in Europe." Nature Communications. 9. https://doi.org/10.1038/s41467-018-06525-2

Article

Robust feature-based automated multi-view human action recognition system
Chou, Kuang-Pen, Prasad, Mukesh, Wu, Di, Sharma, Nabin, Li, Dong-Lin, Lin, Yu-Feng, Blumenstein, Michael, Lin, Wen-Chieh and Lin, Chin-Teng. 2018. "Robust feature-based automated multi-view human action recognition system." IEEE Access. 6, pp. 15283-15296. https://doi.org/10.1109/ACCESS.2018.2809552

Article

Numeric investigation of brain tumor influence on the current distributions during transcranial direct current stimulation
Song, Bo, Wen, Peng, 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. https://doi.org/10.1109/TBME.2015.2468672

Article

An extreme learning machine model for the simulation of monthly mean streamflow water level in eastern Queensland
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). https://doi.org/10.1007/s10661-016-5094-9

Article

Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model
Deo, Ravinesh C., Tiwari, Mukesh K., 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. https://doi.org/10.1007/s00477-016-1265-z

Article

Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model
Deo, Ravinesh C., 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. https://doi.org/10.1016/j.atmosres.2016.10.004

Article

A wavelet-coupled support vector machine model for forecasting global incident solar radiation using limited meteorological dataset
Deo, Ravinesh C., 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. https://doi.org/10.1016/j.apenergy.2016.01.130

Article

Context-driven mood mining
Rana, Rajib. 2016. "Context-driven mood mining." 14th International Conference on Mobile Systems, Applications, and Services (MobiSys 2016). Singapore 25 - 30 Jun 2016 United States. https://doi.org/10.1145/2938559.2938601

Poster

Multihop compute-and-forward for generalised two-way relay channels
Wang, Gengkun, 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. https://doi.org/10.1002/ett.2644

Article

Magnetic encounters and embodied conversations
Goodall, Jane. 2011. "Magnetic encounters and embodied conversations." 2011 ICRA Workshop on Robots and Art: Frontiers in Human-Centred Robotics as Seen by the Arts (ICRA 2011). Shanghai, China 09 - 13 May 2011 Washington, DC. United States .

Paper

Depth of anaesthesia patient models and control
Abdulla, Shahab and Wen, Peng. 2011. "Depth of anaesthesia patient models and control." Guo, Shuxiang, Touge, Tetsuo and Xiufen, Ye (ed.) 2011 IEEE/ICME International Conference on Complex Medical Engineering (ICME 2011). Harbin, China 22 - 25 May 2011 United States. https://doi.org/10.1109/ICCME.2011.5876701

Paper

Automatic Text Summarization Using Fuzzy Inference
Jafari, Mehdi, Shahabi, Amir Shahab, Wang, Jing, Qin, Yongrui, Tao, Xiaohui and Gheisari, Mehdi. 2016. "Automatic Text Summarization Using Fuzzy Inference." 22nd IEEE International Conference on Automation and Computing (ICAC 2016). Colchester, United Kingdom 07 - 08 Sep 2016 United States. https://doi.org/10.1109/IConAC.2016.7604928

Paper

Application of hybrid artificial neural network algorithm for the prediction of Standardized Precipitation Index
Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2016. "Application of hybrid artificial neural network algorithm for the prediction of Standardized Precipitation Index." 2016 IEEE Region 10 International Conference: Technologies for Smart Nation (TENCON 2016). Singapore 22 - 25 Nov 2016 Singapore. https://doi.org/10.1109/TENCON.2016.7848588

Paper

NSSSD: a new semantic hierarchical storage for sensor data
Gheisari, Mehdi, Movassagh, Ali Akbar, Qin, Yongrui, Yong, Jianming, Tao, Xiaohui, Zhang, Ji and Shen, Haifeng. 2016. "NSSSD: a new semantic hierarchical storage for sensor data." 20th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2016). Nanchang, China 04 - 06 May 2016 United States. https://doi.org/10.1109/CSCWD.2016.7565984

Paper

Implementing shortest job first order of service in the internet
Addie, Ron, Li, Zhi and McNickle, Don. 2005. "Implementing shortest job first order of service in the internet." Zerger, Andre and Argent, Robert M. (ed.) 16th International Congress on Modelling and Simulation (MODSIM05). Melbourne, Australia 12 - 15 Dec 2005 Australia. Modelling and Simulation Society of Australia and New Zealand .

Paper

Multi-level big data content services for mental health care
Chen, Jianhui, Han, Jian, Deng, Yue, Zhong, Han, Wang, Ningning, Li, Youjun, Wan, Zhijiang, Kotake, Taihei, Wang, Dongsheng, Tao, Xiaohui and Zhong, Ning. 2016. "Multi-level big data content services for mental health care." Zhong, Ning, Ma, Jianhua, Liu, Jiming, Huang, Runhe and Tao, Xiaohui (ed.) Wisdom web of things, Part II. Switzerland. Springer. pp. 155-180

Edited book (chapter)

Recent advances in video-based human action recognition using deep learning: A review
Wu, Di, Sharma, Nabin and Blumenstein, Michael. 2017. "Recent advances in video-based human action recognition using deep learning: A review." 2017 International Joint Conference on Neural Networks (IJCNN). Anchorage, United States 14 - 19 May 2017 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IJCNN.2017.7966210

Paper

Information fusion with subject-based information gathering method for intelligent multi-agent models
Tao, Xiaohui, King, John and Li, Yuefeng. 2005. "Information fusion with subject-based information gathering method for intelligent multi-agent models." 7th International Conference on Information Integration and Web-based Applications and Services (iiWAS 2005). Kuala Lumpur, Malaysia 19 - 21 Sep 2005

Paper

Ear-phone: a context-aware noise mapping using smart phones
Rana, Rajib, Chou, Chun Tung, Bulusu, Nirupama, Kanhere, Salil and Hu, Wen. 2015. "Ear-phone: a context-aware noise mapping using smart phones." Pervasive and Mobile Computing. 17 (Part A), pp. 1-22. https://doi.org/10.1016/j.pmcj.2014.02.001

Article

Opportunistic and context-aware affect sensing on smartphones: the concept, challenges and opportunities
Rana, Rajib, Hume, Margee, Reilly, John, Jurdak, Raja and Soar, Jeffrey. 2016. "Opportunistic and context-aware affect sensing on smartphones: the concept, challenges and opportunities." IEEE Pervasive Computing. 15 (2), pp. 60-69. https://doi.org/10.1109/MPRV.2016.36

Article

Automatic construction of domain-specific sentiment lexicon for context sensitive opinion retrieval
Lau, Raymond Y. K., Zhang, Wenping and Tao, Xiaohui. 2012. "Automatic construction of domain-specific sentiment lexicon for context sensitive opinion retrieval." Zhou, Yanqun (ed.) 4th IEEE International Conference on Computer Science and Information Technology (ICCSIT 2011). Chengdu, China 10 - 12 Jun 2011 Singapore. https://doi.org/10.7763/IPCSIT

Paper

Monthly prediction of air temperature in Australia and New Zealand with machine learning algorithms
Salcedo-sanz, S., Deo, R. C., 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. https://doi.org/10.1007/s00704-015-1480-4

Article

Estimation of monthly evaporative loss using relevance vector machine, extreme learning machine and multivariate adaptive regression spline models
Deo, Ravinesh C., 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. https://doi.org/10.1007/s00477-015-1153-y

Article

Study on orthogonal basis NN-based storage modelling for Lake Hume of Upper Murray River, Australia
Li, Ying, Li, Yan and Wang, Xiaofen. 2014. "Study on orthogonal basis NN-based storage modelling for Lake Hume of Upper Murray River, Australia." Wang, Xizhao, Pedrycz, Witold, Chan, Patrick and He, Qiang (ed.) 13th International Conference on Machine Learning and Cybernetics. Langzhou, China Berlin, Germany. https://doi.org/10.1007/978-3-662-45652-1_43

Paper

VARIwise: towards autonomous irrigation and a grower's guide
McCarthy, A. C.. 2014. "VARIwise: towards autonomous irrigation and a grower's guide." IRRICOMM – communication of irrigation research in cotton (2014). Narrabri, Australia 11 - 12 Mar 2014 Narrabri, Australia.

Presentation

Game development tools for simulating robots and creating interactive learning experiences
Cubero, Samuel N. and Billingsley, John. 2015. "Game development tools for simulating robots and creating interactive learning experiences." Billingsley, John and Brett, Peter (ed.) Machine vision and mechatronics in practice. Heidelberg, Germany. Springer. pp. 113-134

Edited book (chapter)

Concerns of ageing and interest in assistive technologies: convenience sampling of attendees at an aged care technology exhibition in China
Soar, Jeffrey and Su, Ying. 2014. "Concerns of ageing and interest in assistive technologies: convenience sampling of attendees at an aged care technology exhibition in China." Liu, Kecheng, Gulliver, Stephen R., Li, Weizi and Yu, Changrui (ed.) 15th IFIP WG 8.1 International Conference on Informatics and Semiotics in Organisations (ICISO 2014): Service Science and Knowledge Innovation. Shanghai, China 23 - 24 May 2014 New York, NY. United States. https://doi.org/10.1007/978-3-642-55355-4_43

Paper

Constructive interpretation in design thinking
Kelly, Nick and Gero, John. 2009. "Constructive interpretation in design thinking." Cagdas, G. and Colokoglu, B. (ed.) 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. Istanbul, Turkey 16 - 19 Sep 2009 Vienna, Austria.

Paper

Discovering indicators of successful collaboration using tense: automated extraction of patterns in discourse
Thompson, Kate, Kennedy-Clark, Shannon, Wheeler, Penny and Kelly, Nick. 2014. "Discovering indicators of successful collaboration using tense: automated extraction of patterns in discourse." British Journal of Educational Technology. 45 (3), pp. 461-470. https://doi.org/10.1111/bjet.12151

Article

Electric field analysis of spinneret design for needleless electrospinning of nanofibers
Wang, Xin, 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. https://doi.org/10.1557/jmr.2012.346

Article

Resonances required: dynamical analysis of the 24 sex and HD 200964 planetary systems
Wittenmyer, Robert A., Horner, Jonathan and Tinney, C. G.. 2012. "Resonances required: dynamical analysis of the 24 sex and HD 200964 planetary systems." The Astrophysical Journal: an international review of astronomy and astronomical physics. 761 (2), pp. 1-6. https://doi.org/10.1088/0004-637X/761/2/165

Article

Simulating the kinematics and motions of robotic manipulators using 3D game development tools
Cubero, Samuel N. and Billingsley, John. 2013. "Simulating the kinematics and motions of robotic manipulators using 3D game development tools." Eroglu, Aylin K., Turhan, Cigdem, Erden, Zuhal and Erden, Abdulkadir (ed.) 20th Annual International Conference on Mechatronics and Machine Vision in Practice (M2VIP 2013). Ankara, Turkey 18 - 20 Sep 2013 United States.

Paper

Using a virtual world to enable real world decision making
Reardon-Smith, Kate, Farley, Helen, Stone, Roger, Mushtaq, Shahbaz, Cliffe, Neil, Doyle, Joanne, Martin, Neil, Maraseni, Tek, Marcussen, Torben, Lindesay, Janette, Loch, Adam and Kealley, Matt. 2013. "Using a virtual world to enable real world decision making." Lamb, David (ed.) 1st Digital Rural Futures Conference: Smart Farms - Smart Regions (DRF 2013). Armidale, Australia 26 - 28 Jun 2013 Armidale, Australia.

Poster

Effectively delivering XML information in periodic broadcast environments
Qin, Yongrui, Sheng, Quan Z. and Wang, Hua. 2013. "Effectively delivering XML information in periodic broadcast environments ." Decker, Hendrik, Lhotska, Lenka, Link, Sebastian, Basl, Josef and Tjoa, A. Min (ed.) 24th International Conference on Database and Expert Systems Applications (DEXA 2013). Prague, Czech Republic 26 - 29 Aug 2013 Berlin, Germany. Springer. https://doi.org/10.1007/978-3-642-40285-2_16

Paper

Minimising k-dominating set in arbitrary network graphs
Wang, Guangyuan, Wang, Hua, Tao, Xiaohui, Zhang, Ji and Zhang, Jinhua. 2013. "Minimising k-dominating set in arbitrary network graphs." Motoda, Hiroshi, Wu, Zhaohui, Cao, Longbing, Zaiane, Osmar, Yao, Min and Wang, Wei (ed.) 9th International Conference on Advanced Data Mining and Applications (ADMA 2013). Hangzhou, China 14 - 16 Dec 2013 Heidelberg, Germany. Springer. https://doi.org/10.1007/978-3-642-53917-6_11

Paper