A local field correlated and Monte Carlo based shallow neural network model for nonlinear time series prediction

Article

Zhou, Qingguo, Chen, Huaming, Zhao, Hong, Zhang, Gaofeng, Yong, Jianming and Shen, Jun. 2016. "A local field correlated and Monte Carlo based shallow neural network model for nonlinear time series prediction." EAI Endorsed Transactions on Scalable Information Systems. 16 (8), pp. 1-7. https://doi.org/10.4108/eai.9-8-2016.151634
Article Title

A local field correlated and Monte Carlo based shallow neural network model for nonlinear time series prediction

ERA Journal ID210385
Article CategoryArticle
AuthorsZhou, Qingguo (Author), Chen, Huaming (Author), Zhao, Hong (Author), Zhang, Gaofeng (Author), Yong, Jianming (Author) and Shen, Jun (Author)
Journal TitleEAI Endorsed Transactions on Scalable Information Systems
Journal Citation16 (8), pp. 1-7
Number of Pages7
Year2016
Place of PublicationBelgium
ISSN2032-9407
Digital Object Identifier (DOI)https://doi.org/10.4108/eai.9-8-2016.151634
Web Address (URL)http://eudl.eu/doi/10.4108/eai.9-8-2016.151634
Abstract

Water resource problems currently are much more important in proper planning especially for arid regions, such as Gansu in China. For agricultural and industrial activities, prediction of groundwater status is critical. As a main branch of neural network, shallow artificial neural network models have been deployed in prediction areas such as groundwater and rainfall since late 1980s. In this paper, artificial neural network (ANN) model within a newly proposed algorithm has been developed for groundwater status forecasting. Having considered previous algorithms for ANN model in time series forecast, this new Monte Carlo based algorithm demonstrated a good result. The experiments of this ANN model in predicting groundwater status were conducted on the Heihe River area dataset, which was curated on the collected data. When compared with its original physical based model, this ANN model was able to achieve a more stable and accurate result. A comparison and an analysis of this ANN model were also presented in this paper.

Keywordsgroundwater status forecasting; planning; arid regions
ANZSRC Field of Research 2020460507. Information extraction and fusion
Public Notes

Copyright © 2016 Vimalachandran et al., licensed to EAI. This is an open access article distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/3.0/), which permits unlimited use, distribution and reproduction in any medium so long as the original work is properly cited.

Byline AffiliationsLanzhou University, China
University of Wollongong
School of Management and Enterprise
Institution of OriginUniversity of Southern Queensland
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Nabi, Faisal, Yong, Jianming and Tao, Xiaohui. 2019. "Proposing a secure component-based-application logic and system’s integration testing approach." International Journal of Information and Electronics Engineering. 11 (1), pp. 25-39. https://doi.org/10.6636/IJEIE.20190911(1).04
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Ur Rasool, Raihan, Wang, Hua, Rafique, Wajid, Yong, Jianming and Cao, Jinli. 2017. "A study on securing software defined networks." 18th International Conference on Web Information Systems Engineering - WISE 2017. Puschino, Russia 07 - 11 Oct 2017 Switzerland. https://doi.org/10.1007/978-3-319-68786-5
A novel approach for component based application logic event attack modeling
Nabi, Faisal, Yong, Jianming and Tao, Xiaohui. 2020. "A novel approach for component based application logic event attack modeling." International Journal of Network Security. 22 (3), pp. 437-443.
Special issue on service-oriented collaborative computing and applications
Yong, Jianming, Fortino, Giancarlo, Shen, Weiming, Yang, Yun, Chao, Kuo-Ming and van der Aalst, Wil. 2018. "Special issue on service-oriented collaborative computing and applications." IEEE Transactions on Services Computing. 11 (2), pp. 277-278. https://doi.org/10.1109/TSC.2017.2764559
MLaaS: a cloud-based system for delivering adaptive micro learning in mobile MOOC learning
Sun, Geng, Cui, Tingru, Yong, Jianming, Shen, Jun and Chen, Shiping. 2018. "MLaaS: a cloud-based system for delivering adaptive micro learning in mobile MOOC learning." IEEE Transactions on Services Computing. 11 (2), pp. 292-305. https://doi.org/10.1109/TSC.2015.2473854
Cloud service description model: an extension of USDL for cloud services
Sun, Le, Ma, Jiangan, Wang, Hua, Zhang, Yanchun and Yong, Jianming. 2018. "Cloud service description model: an extension of USDL for cloud services." IEEE Transactions on Services Computing. 11 (2), pp. 354-368. https://doi.org/10.1109/TSC.2015.2474386
Trustworthy service composition with secure data transmission in sensor networks
Zhang, Tao, Zheng, Lele, Wang, Yongzhi, Shen, Yulong, Xi, Ning, Ma, Jianfeng and Yong, Jianming. 2018. "Trustworthy service composition with secure data transmission in sensor networks." World Wide Web. 21 (1), pp. 185-200. https://doi.org/10.1007/s11280-017-0465-x
Drug prescription support in dental clinics through drug corpus mining
Goh, Wee Pheng, Tao, Xiaohui, Zhang, Ji, Yong, Jianming, Zhang, Wenping and Xie, Haoran. 2018. "Drug prescription support in dental clinics through drug corpus mining." International Journal of Data Science and Analytics. 6 (4), pp. 341-349. https://doi.org/10.1007/s41060-018-0149-3
Mining drug properties for decision support in dental clinics
Goh, Wee Pheng, Tao, Xiaohui, Zhang, Ji and Yong, Jianming. 2017. "Mining drug properties for decision support in dental clinics." Kim, J., Shim, K., Cao, L., Lee, J., Lin, X. and Moon, Y. (ed.) 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2017). Jeju, South Korea 23 - 26 May 2017 Germany. Springer. https://doi.org/10.1007/978-3-319-57529-2_30
Level of policy for cloud computing adoption in Australian regional municipal governments: an exploratory study
Ali, Omar, Yong, Jianming, Soar, Jeffrey and McClymont, Hoda. 2015. "Level of policy for cloud computing adoption in Australian regional municipal governments: an exploratory study." Arabnia, Hamid R., Gravvanis, George A., Solo, Ashu M. G. and Tinetti, Fernando G. (ed.) 2015 International Conference on Grid & Cloud Computing and Applications (GCA'15). Las Vegas, United States 27 - 30 Jul 2015 United States.
On secure wireless communications for IoT under eavesdropper collusion
Zhang, Yuanyu, Shen, Yulong, Wang, Hua, Yong, Jianming and Jiang, Xiaohong. 2016. "On secure wireless communications for IoT under eavesdropper collusion." IEEE Transactions on Automation Science and Engineering. 13 (3), pp. 1281-1293. https://doi.org/10.1109/TASE.2015.2497663
Extended economic models for information systems balance theory
Yong, Jianming and Finger, Susan. 2014. "Extended economic models for information systems balance theory." Hou, Jiang-Liang, Trappey, Amy J. C., Wu, Chien-Wei, Chang, Kuo-Hao, Liao, Chuing-Shou, Shen, Wei-Ming, Barthes, Jean-Paul and Luo, Jun-Zhou (ed.) 18th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2014). Hsinchu, Taiwan 21 - 23 May 2014 Piscataway, NJ. United States. https://doi.org/10.1109/CSCWD.2014.6846885
Positive Influence Dominating Set Games
Wang, Guangyuan, Wang, Hua, Tao, Xiaohui, Zhang, Ji, Yi, Xun and Yong, Jianming. 2014. "Positive Influence Dominating Set Games." Hou, Jiang-Liang, Trappey, Amy J. C., Wu, Chien-Wei, Chang, Kuo-Hao, Liao, Chuing-Shou, Shen, Wei-Ming, Barthes, Jean-Paul and Luo, Jun-Zhou (ed.) 18th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2014). Hsinchu, Taiwan 21 - 23 May 2014 United States. https://doi.org/10.1109/CSCWD.2014.6846890
A High Availability Application Service Platform for nuclear power enterprises
Sun, Zhe, Jin, He, Yong, Jianming, Al-Ismaili, Salim, Li, Changyin and Shen, Jun. 2016. "A High Availability Application Service Platform for nuclear power enterprises." 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.2016.7566060
Access control management with provenance in healthcare environments
Ma, Taotao, Wang, Hua, Cao, Jinli, Yong, Jianming and Zhao, Yueai. 2016. "Access control management with provenance in healthcare environments." 20th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCDW 2016). Nanchang, China 04 - 06 May 2016 United States. https://doi.org/10.1109/CSCWD.2016.7566048
Improved media management through cloud computing technology
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2016. "Improved media management through cloud computing technology." 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.2016.7566004
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
Sentiment analysis for depression detection on social networks
Tao, Xiaohui, Zhou, Xujuan, Zhang, Ji and Yong, Jianming. 2016. "Sentiment analysis for depression detection on social networks." Li, Jinyan, Li, Xue, Wang, Xue, Li, Jianxin and Sheng, Quan Z. (ed.) 12th International Conference on Advanced Data Mining and Applications (ADMA 2016). Gold Coast, QLD, Australia 12 - 15 Dec 2016 Switzerland. https://doi.org/10.1007/978-3-319-49586-6_59
Cloud computing adoption in regional councils
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2016. Cloud computing adoption in regional councils. University of Southern Queensland.
An investigation of anticipated benefits of cloud computing adoption in Australian regional municipal governments
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2015. "An investigation of anticipated benefits of cloud computing adoption in Australian regional municipal governments." The Services Transactions on Cloud Computing. 3 (3), pp. 13-24.
Factors to be considered in Cloud computing adoption
Ali, Omar, Soar, Jeffrey, Yong, Jianming and Tao, Xiaohui. 2016. "Factors to be considered in Cloud computing adoption." Web Intelligence. 14 (4), pp. 309-323. https://doi.org/10.3233/WEB-160347
Drawing micro learning into MOOC: using fragmented pieces of time to enable effective entire course learning experiences
Sun, Geng, Cui, Tingru, Shen, Jun, Yong, Jianming and Chen, Shiping. 2015. "Drawing micro learning into MOOC: using fragmented pieces of time to enable effective entire course learning experiences." Fortino, Giancarlo, Shen, Weiming, Barthes, Jean-Paul, Luo, Junzhou, Li, Wenfeng, Ochoa, Sergio, Abel, Marie-Helene, Guerrieri, Antonio and Ramos, Milton (ed.) 19th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2015). Calabria, Italy 06 - 08 May 2015 https://doi.org/10.1109/CSCWD.2015.7230977
Causal dependencies of provenance data in healthcare environment
Ma, Taotao, Yong, Jianming, Wang, Hua and Zhao, Yueai. 2015. "Causal dependencies of provenance data in healthcare environment." Fortino, Giancarlo, Shen, Weiming, Barthes, Jean-Paul, Luo, Junzhou, Li, Wenfeng, Ochoa, Sergio, Abel, Marie-Helene, Guerrieri, Antonio and Ramos, Milton (ed.) 19th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2015). Calabria, Italy 06 - 08 May 2015 https://doi.org/10.1109/CSCWD.2015.7231033
A study of drug interaction for personalised decision support in dental clinics
Goh, Wee Pheng, Tao, Xiaohui, Zhang, Ji and Yong, Jianming. 2015. "A study of drug interaction for personalised decision support in dental clinics." 2015 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2015). Singapore 06 - 09 Dec 2015 https://doi.org/10.1109/WI-IAT.2015.28
Collaborative cloud computing adoption in Australian regional municipal government: an exploratory study
Ali, Omar, Soar, Jeffrey, Yong, Jianming, McClymont, Hoda and Angus, Daniel. 2015. "Collaborative cloud computing adoption in Australian regional municipal government: an exploratory study." Fortino, Giancarlo, Shen, Weiming, Barthès, Jean-Paul A., Luo, Junzhou, Li, Wenfeng, Ochoa, Sergio F., Abel, Marie-Hélène, Guerrieri, Antonio and Ramos, Milton Pires (ed.) 19th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2015). Calabria, Italy 06 - 08 May 2015 United States. https://doi.org/10.1109/CSCWD.2015.7231017
An investigation of the challenges and issues influencing the adoption of cloud computing in Australian regional municipal governments
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2016. "An investigation of the challenges and issues influencing the adoption of cloud computing in Australian regional municipal governments." Journal of Information Security and Applications. 27-28, pp. 19-34. https://doi.org/10.1016/j.jisa.2015.11.006
Anticipated benefits of cloud computing adoption in Australian regional municipal governments: an exploratory study
Ali, Omar, Soar, Jeffrey, McClymont, Hoda, Yong, Jianming and Biswas, Jit. 2015. "Anticipated benefits of cloud computing adoption in Australian regional municipal governments: an exploratory study." 19th Pacific Asia Conference on Information Systems (PACIS 2015). Singapore 05 - 09 Jul 2015
Decision support systems for adoption in dental clinics: a survey
Goh, Wee Pheng, Tao, Xiaohui, Zhang, Ji and Yong, Jianming. 2016. "Decision support systems for adoption in dental clinics: a survey." Knowledge-Based Systems. 104, pp. 195-206. https://doi.org/10.1016/j.knosys.2016.04.022
Exploratory study to investigate the factors influencing the adoption of cloud computing in Australian regional municipal governments
Ali, Omar, Soar, Jeffrey, Yong, Jianming and McClymont, Hoda. 2015. "Exploratory study to investigate the factors influencing the adoption of cloud computing in Australian regional municipal governments." Journal of Art Media and Technology. 1 (1), pp. 1-13.
An investigation of the main factors to be considered in cloud computing adoption in Australian regional local councils
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2015. "An investigation of the main factors to be considered in cloud computing adoption in Australian regional local councils." Journal of Contemporary Issues in Business and Government. 21 (1), pp. 72-93. https://doi.org/10.7790/cibg.v21i1.23
Reducing corruption through e-procurement
Neupane, Arjun, Soar, Jeffrey, Vaidya, Krishor and Yong, Jianming. 2014. "Reducing corruption through e-procurement." 2013 Annual Statistical Report on United Nations Procurement - Supplement.
Impact of Cloud computing technology on e-government
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2014. "Impact of Cloud computing technology on e-government." Dregvaite, Giedre and Damasevicius, Robertas (ed.) 20th International Conference on Information and Software Technologies (ICIST 2014). Druskininkai, Lithuania 09 - 10 Oct 2014 Heidelberg, Germany. https://doi.org/10.1007/978-3-319-11958-8_22
Willingness to adopt e-procurement to reduce corruption: results of the PLS path modeling
Neupane, Arjun, Soar, Jeffrey, Vaidya, Kishor and Yong, Jianming. 2014. "Willingness to adopt e-procurement to reduce corruption: results of the PLS path modeling." Transforming Government: People, Process and Policy. 8 (4), pp. 500-520. https://doi.org/10.1108/TG-03-2014-0007
Access control management for e-healthcare in cloud environment
Sun, Lili, Yong, Jianming and Soar, Jeffrey. 2014. "Access control management for e-healthcare in cloud environment." EAI Endorsed Transactions on Scalable Information Systems. 1 (2), pp. 1-11. https://doi.org/10.4108/sis.1.2.e3
Mapping semantic knowledge for unsupervised text categorisation
Tao, Xiaohui, Li, Yuefeng, Zhang, Ji and Yong, Jianming. 2013. "Mapping semantic knowledge for unsupervised text categorisation." Wang, Hua and Rui, Zhang (ed.) 24th Australasian Database Conference (ADC 2013). Adelaide, Australia 29 Jan - 01 Feb 2013 Sydney, Australia.
Sentiment Analysis on Tweets for Social Events
Zhou, Xujuan, Tao, Xiaohui, Yong, Jianming and Yang, Zhenyu. 2013. "Sentiment Analysis on Tweets for Social Events." Shen, Weiming, Li, Weidong, Barthes, Jean-Paul, Luo, Junzhou, Zhu, Haibin, Yong, Jianming and Li, Xiaoping (ed.) IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2013). Whistler, Canada 27 - 29 Jun 2013 United States. https://doi.org/10.1109/CSCWD.2013.6581022
Collaborative computing technologies and systems
Yong, Jianming, Shen, Weiming and James, Anne. 2013. "Collaborative computing technologies and systems ." Journal of Systems and Software. 86 (7), pp. 1725-1726. https://doi.org/10.1016/j.jss.2013.03.058
Evaluations of heuristic algorithms for teamwork-enhanced task allocation in mobile cloud-based learning
Sun, Geng, Shen, Jun, Luo, Junzhou and Yong, Jianming. 2013. "Evaluations of heuristic algorithms for teamwork-enhanced task allocation in mobile cloud-based learning ." Shen, Weiming, Li, Weidong, Barthes, Jean-Paul, Luo, Junzhou, Zhu, Haibin, Yong, Jianming and Li, Xiaoping (ed.) IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2013). Whistler, Canada 27 - 29 Jun 2013 Piscataway, NJ. United States. https://doi.org/10.1109/CSCWD.2013.6580979
A novel approach to data deduplication over the engineering-oriented cloud systems
Sun, Zhe, Shen, Jun and Yong, Jianming. 2013. "A novel approach to data deduplication over the engineering-oriented cloud systems ." Integrated Computer Aided Engineering. 20 (1), pp. 45-57. https://doi.org/10.3233/ICA-120418
Cloud computing for higher education: a roadmap
Hossain Masud, Md. Anwar, Yong, Jianming and Huang, Xiaodi. 2012. "Cloud computing for higher education: a roadmap ." Gao, Liang, Shen, Weiming, Barthès, Jean-Paul and Luo, Junzhou (ed.) CSCWD 2012: 16th International Conference on Computer Supported Cooperative Work in Design. Wuhan, China 23 - 25 May 2012 Piscataway, NJ. United States. https://doi.org/10.1109/CSCWD.2012.6221872
A survey on bio-inspired algorithms for web service composition
Wang, Lijuan, Shen, Jun and Yong, Jianming. 2012. "A survey on bio-inspired algorithms for web service composition ." Gao, Liang, Shen, Weiming, Barthes, Jean-Paul and Luo, Junzhou (ed.) CSCWD 2012: 16th International Conference on Computer Supported Cooperative Work in Design. Wuhan, China 23 - 25 May 2012 Piscataway, NJ. United States. https://doi.org/10.1109/CSCWD.2012.6221875
Effective pruning for the discovery of conditional functional dependencies
Li, Jiuyong, Liu, Jixue, Toivonen, Hannu and Yong, Jianming. 2013. "Effective pruning for the discovery of conditional functional dependencies." The Computer Journal. 56 (3), pp. 378-392. https://doi.org/10.1093/comjnl/bxs082
Role of public e-procurement technology to reduce corruption in government procurement
Neupane, Arjun, Soar, Jeffrey, Vaidya, Kishor and Yong, Jianming. 2012. "Role of public e-procurement technology to reduce corruption in government procurement." 5th International Public Procurement Conference (IPPC5). Seattle, United States 17 - 19 Aug 2012 United States.
Semantic access control for cloud computing based on e-healthcare
Sun, Lili, Wang, Hua, Yong, Jianming and Wu, Guoxin. 2012. "Semantic access control for cloud computing based on e-healthcare ." Gao, Liang, Shen, Weiming, Barthes, Jean-Paul and Luo, Junzhou (ed.) CSCWD 2012: 16th International Conference on Computer Supported Cooperative Work in Design. Wuhan, China 23 - 25 May 2012 Piscataway, NJ. United States. https://doi.org/10.1109/CSCWD.2012.6221866
Using automated individual white list to protect web digital identities
Han, Weili, Cao, Ye, Bertino, Elisa and Yong, Jianming. 2012. "Using automated individual white list to protect web digital identities ." Expert Systems with Applications. 39 (15), pp. 11861-11869. https://doi.org/10.1016/j.eswa.2012.02.020
A light weight approach for ontology generation and change synchronization between ontologies and source relational databases
Ahmed, Waqas, Aslam, Muhammad Ahtisham, Shen, Jun and Yong, Jianming. 2011. "A light weight approach for ontology generation and change synchronization between ontologies and source relational databases." Shen, Weiming, Barthes, Jean-Paul, Luo, Junzhou, Kropf, Peter, Pouly, Michel and Yong, Jianming (ed.) CSCWD 2011: 15th International Conference on Computer Supported Cooperative Work in Design. Lausanne, Switzerland 08 - 10 Jun 2011 Piscataway, NJ. United States. https://doi.org/10.1109/CSCWD.2011.5960076
Enhanced M-learning with cloud computing: the Bangladesh case
Hossain Masud, Md. Anwar, Huang, Xiaodi and Yong, Jianming. 2011. "Enhanced M-learning with cloud computing: the Bangladesh case." Shen, Weiming, Barthès, Jean-Paul, Luo, Junzhou, Kropf, Peter, Pouly, Michel, Yong, Jianming, Xue, Yunjiao and Ramos, Milton (ed.) CSCWD 2011: 15th International Conference on Computer Supported Cooperative Work in Design. Lausanne, Switzerland 08 - 10 Jun 2011 Los Alamitos, CA. United States. https://doi.org/10.1109/CSCWD.2011.5960200
New trends in information technology in education
Lu, Yanping, Liu, Hong, Li, Shaozi and Yong, Jianming. 2011. "New trends in information technology in education ." International Journal of Distance Education Technologies. 9 (1), pp. i-iv.
DeDu: building a deduplication storage system over cloud computing
Sun, Zhe, Shen, Jun and Yong, Jianming. 2011. "DeDu: building a deduplication storage system over cloud computing." Shen, Weiming, Barthes, Jean-Paul, Luo, Junzhou and Kropf, Peter (ed.) CSCWD 2011: 15th International Conference on Computer Supported Cooperative Work in Design. Lausanne, Switzerland 08 - 10 Jun 2011 Piscataway, NJ. United States. https://doi.org/10.1109/CSCWD.2011.5960097
Constructing robust digital identity infrastructure for future networked society
Yong, Jianming, Tiwari, Sanjib, Huang, Xiaodi and Jin, Qun. 2011. "Constructing robust digital identity infrastructure for future networked society." Shen, Weiming, Barthès, Jean-Paul, Luo, Junzhou and Kropf, Peter (ed.) CSCWD 2011: 15th International Conference on Computer Supported Cooperative Work in Design. Lausanne, Switzerland 08 - 10 Jun 2011 Piscataway, NJ. United States. https://doi.org/10.1109/CSCWD.2011.5960129
Generating associative ripples of relevant information from a variety of data streams by throwing a heuristic stone
Zhou, Xiaokang, Chen, Hong, Jin, Qun and Yong, Jianming. 2011. "Generating associative ripples of relevant information from a variety of data streams by throwing a heuristic stone ." Lee, Suk-Han and Hanzo, Lajos (ed.) 5th International Conference on Ubiquitous Information Management and Communication (ICUIMC 2011) . Seoul, South Korea 21 - 23 Feb 2011 New York, NY. United States. https://doi.org/10.1145/1968613.1968685
Security and privacy preservation for mobile e-learning via digital identity attributes
Yong, Jianming. 2011. "Security and privacy preservation for mobile e-learning via digital identity attributes." Journal of Universal Computer Science. 17 (2), pp. 296-310. https://doi.org/10.3217/jucs-017-02-0296
Privacy preserving on radio frequency identification systems
Wang, Hua, Sun, Lili, Yong, Jianming and Zhang, Yongbing. 2009. "Privacy preserving on radio frequency identification systems." CSCWD 2009: 13th International Conference on Computer Supported Cooperative Work in Design. Santiago, Chile 22 - 24 Apr 2009 United States. https://doi.org/10.1109/CSCWD.2009.4968136
Authorization approaches for advanced permission-role assignments
Wang, Hua, Yong, Jianming, Li, Jiuyong and Peng, Min. 2008. "Authorization approaches for advanced permission-role assignments." Shen, Weiming, Zheng, Qinghua, Luo, Junzhou, Yong, Jianming, Duan, Zhenhua and Tian, Feng (ed.) CSCWD 2008: 12th International Conference on Computer Supported Cooperative Work in Design . Xi'an, China 16 - 18 Apr 2008 United States. https://doi.org/10.1109/CSCWD.2008.4536994
Special issue on computer-supported cooperative work: techniques and applications [Preface]
Yong, Jianming, Shen, Weiming and Yang, Yun. 2009. "Special issue on computer-supported cooperative work: techniques and applications [Preface]." Information Sciences. 179 (15), pp. 2513-2514. https://doi.org/10.1016/j.ins.2009.01.047
CSCWD technologies, applications and challenges
Yong, Jianming, Shen, Weiming and Pino, José A.. 2009. "CSCWD technologies, applications and challenges." Journal of Universal Computer Science. 15 (9), pp. 1744-1745. https://doi.org/10.3217/jucs-015-09
Enhancing the privacy of e-learning systems with alias and anonymity
Yong, Jianming. 2008. "Enhancing the privacy of e-learning systems with alias and anonymity." Shen, Weiming, Yang, Yun, Yong, Jianming, Hawryszkiewycz, Igor, Lin, Zongkai, Barthes, Jean-Paul, Mathre, Mary Lou, Hao, Qi and Tran, Minh Hong (ed.) CSCWD 2007: 11th International Conference on Computer Supported Cooperative Work in Design: Human Centered Collaborative Design. Melbourne, Australia 26 - 28 Apr 2007 Germany. Springer. https://doi.org/10.1007/978-3-540-92719-8
Portable devices of security and privacy preservation for e-learning
Yong, Jianming, Li, Jiuyong and Wang, Hua. 2008. "Portable devices of security and privacy preservation for e-learning." Shen, Weiming, Zheng, Qinghua, Luo, Junzhou, Yong, Jianming, Duan, Zhenhua and Tian, Feng (ed.) CSCWD 2008: 12th International Conference on Computer Supported Cooperative Work in Design . Xi'an, China 16 - 18 Apr 2008 China. https://doi.org/10.1109/CSCWD.2008.4537121
Advanced permission-role relationship in role-based access control
Li, Min, Wang, Hua, Plank, Ashley and Yong, Jianming. 2008. "Advanced permission-role relationship in role-based access control." Mu, Yi, Susilo, Willy and Seberry, Jennifer (ed.) ACISP 2008: 13th Australasian Conference on Information Security and Privacy . Wollongong, Australia 07 - 09 Jul 2008 Germany. Springer. https://doi.org/10.1007/978-3-540-70500-0-29
New data integration workflow design for e-learning
Xi, Shengtian and Yong, Jianming. 2007. "New data integration workflow design for e-learning." Lecture Notes in Computer Science (Book series). 4402, pp. 699-707. https://doi.org/10.1007/978-3-540-72863-4_71
A framework of tool integration for internet-based e-commerce
Yong, Jianming and Yang, Yun. 2004. "A framework of tool integration for internet-based e-commerce." Li, M. (ed.) GCC 2003: 2nd International Workshop on Grid and Cooperative Computing. Shanghai, China Berlin, Germany. Springer.
A fast algorithm for finding correlation clusters in noise data
Li, Jiuyong, Huang, Xiaodi, Selke, Clinton and Yong, Jianming. 2007. "A fast algorithm for finding correlation clusters in noise data." Zhou, Zhi-Hua, Li, Hang and Yang, Qiang (ed.) 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007). Nanjing, China 22 - 25 May 2007 Germany. Springer. https://doi.org/10.1007/978-3-540-71701-0_68
Digital identity design and privacy preservation for e-learning
Yong, Jianming. 2007. "Digital identity design and privacy preservation for e-learning." Shen, Weiming, Yang, Yun, Yong, Jianming, Hawryszkiewycz, Igor, Lin, Zongkai, Barthes, Jean-Paul, Mathre, Mary Lou, Hao, Qi and Tran, Minh Hong (ed.) CSCWD 2007: 11th International Conference on Computer Supported Cooperative Work in Design: Human Centered Collaborative Design. Melbourne, Australia 26 - 28 Apr 2007 Melbourne, Australia. https://doi.org/10.1109/CSCWD.2007.4281549
Digital identity enrolment and assurance support for VeryIDX
Yong, Jianming and Bertino, Elisa. 2010. "Digital identity enrolment and assurance support for VeryIDX." Shen, Weiming, Gu, Ning, Lu, Tun, Barthes, Jean-Paul and Luo, Junzhou (ed.) CSCWD 2010: 14th International Conference on Computer Supported Cooperative Work in Design . Shanghai, China 14 - 16 Apr 2010 https://doi.org/10.1109/CSCWD.2010.5471880
Specify and enforce the policies of quantified risk adaptive access control
Chen, Chen, Han, Weili and Yong, Jianming. 2010. "Specify and enforce the policies of quantified risk adaptive access control." Shen, Weiming, Gu, Ning, Lu, Tun, Barthes, Jean-Paul and Luo, Junzhou (ed.) CSCWD 2010: 14th International Conference on Computer Supported Cooperative Work in Design . Shanghai, China 14 - 16 Apr 2010 United States.
Digital identity control mechanism for e-learning
Yong, Jianming. 2009. "Digital identity control mechanism for e-learning." IEEE International Symposium on IT in Medicine and Education (ITME 2009) . Jinan, China 14 - 16 Aug 2009 Piscataway, NJ. United States. https://doi.org/10.1109/ITIME.2009.5236204
A trust degree based access control in grid environments
Luo, Junzhou, Ni, Xudong and Yong, Jianming. 2009. "A trust degree based access control in grid environments." Information Sciences. 179 (15), pp. 2618-2628. https://doi.org/10.1016/j.ins.2009.01.039
Authorization algorithms for permission-role assignments
Sun, Lili, Wang, Hua and Yong, Jianming. 2009. "Authorization algorithms for permission-role assignments." Journal of Universal Computer Science. 15 (9), pp. 1782-1796. https://doi.org/10.3217/jucs-015-09-1782
Data integration over the internet for e-commerce
Yong, Jianming and Yang, Yun. 2003. "Data integration over the internet for e-commerce." Hesselink, Lambertus (ed.) 3rd IASTED International Conference on Wireless and Optical Communications (WOC 2003). Banff, Canada 14 - 16 Jul 2003 United States.
A new approach to multimedia information filtering based on its structure
Huang, Xiaodi and Yong, Jianming. 2004. "A new approach to multimedia information filtering based on its structure." Correia, N., Jorge, J., Chambel, T. and Pan, Z. (ed.) Mutimedia 2004 Eurographics Symposium. Nanjing, China 27 - 28 Oct 2004 New York, USA.
WSFS-based data integration for e-learning
Yong, Jianming, Yan, Jun and Huang, Xiaodi. 2006. "WSFS-based data integration for e-learning." 10th International Conference on Computer Supported Cooperative Work in Design (CSCWD2006). Nanjing, China 03 - 05 May 2006 Piscataway, NJ, USA.
Prediction of student actions using weighted Markov models
Huang, Xiaodi, Yong, Jianming, Li, Jiuyong and Gao, Junbin. 2008. "Prediction of student actions using weighted Markov models." Li, Shaozi, Pan, Wei and Yong, Jianming (ed.) IEEE International Symposium on IT in Medicine and Education (ITME 2008) . Xiamen, China 12 - 14 Dec 2008 Piscataway, NJ. United States. https://doi.org/10.1109/ITME.2008.4743842
Security modelling for integrated information systems over the internet
Yong, Jianming. 2004. "Security modelling for integrated information systems over the internet." 8th Pacific Asia Conference on Information Systems (PACIS 2004). Shanghai, China 08 - 11 Jul 2004
Neighbourhood-trust dependency access control for WFMS
Yong, Jianming. 2006. "Neighbourhood-trust dependency access control for WFMS." 10th International Conference on Computer Supported Cooperative Work in Design (CSCWD2006). Nanjing, China 03 - 05 May 2006 Piscataway, NJ, USA.
Building ontology repositories for e-commerce systems
Yong, Jianming, Yang, Yun and Yan, Jun. 2003. "Building ontology repositories for e-commerce systems." WSEAS Transactions on Systems. 2 (2), pp. 241-245.
Distributed internet-based e-commerce tools
Yong, Jianming and Yang, Yun. 2004. "Distributed internet-based e-commerce tools." WSEAS Transaction on Computers. 3 (3), pp. 619-625.
Current developments of k-anonymous data releasing
Li, Jiuyong, Wang, Hua, Jin, Huidong and Yong, Jianming. 2008. "Current developments of k-anonymous data releasing." Electronic Journal of Health Informatics. 3 (1).
Replacing lost or stolen e-passports
Yong, Jianming and Bertino, Elisa. 2007. "Replacing lost or stolen e-passports." Computer. 40 (10), pp. 89-91. https://doi.org/10.1109/MC.2007.360
Enforcing secure access control in integrated systems over the internet
Yong, Jianming, Lane, Michael S., Toleman, Mark and Yang, Yun. 2003. "Enforcing secure access control in integrated systems over the internet." 1st Australian Information Security Management Conference. Perth, Western Australia 24 Nov 2003 Perth, Western Australia.
Security modelling for e-learning
Yong, Jianming. 2007. "Security modelling for e-learning." Liu, Hong, Hu, Bin and Zheng, Xiangwei (ed.) 1st International Symposium on Information Technologies and Applications in Education (ISITAE 07). Kunming, China 23 - 25 Nov 2007 Beijing, China.
Building ontology repositories for e-commerce systems
Yong, Jianming, Yang, Yun and Yan, Jun. 2002. "Building ontology repositories for e-commerce systems." Mastorakis, Nikos E. (ed.) WSEAS International Conference on Information Security, Hardware/Software Codesign, E-Commerce and Computer Networks (WSEAS 2002). Copacabana, Brazil 15 - 17 Oct 2002 Athens, Greece.
An agent-based decentralised process management framework for web service composition
Yan, Jun, Pidgeon, Phillip, Krishna, Aneesh and Yong, Jianming. 2007. "An agent-based decentralised process management framework for web service composition." Li, Jianzhong (ed.) Infoscale 2007: 2nd International Conference on Scalable Information Systems. Suzhou, China 06 - 08 Jun 2007 New York, USA.
Internet-based e-learning workflow process
Yong, Jianming. 2006. "Internet-based e-learning workflow process." Lecture Notes in Computer Science (Book series). 3865, pp. 516-524. https://doi.org/10.1007/11686699_52
Fostering e-commerce among Australian SMEs
Yong, Jianming and Yang, Yun. 2003. "Fostering e-commerce among Australian SMEs." IT Professional. 5 (5), pp. 21-24. https://doi.org/10.1109/MITP.2003.1235318
Extended RBAC with role attributes
Yong, Jianming, Bertino, Elisa, Toleman, Mark and Roberts, Dave. 2006. "Extended RBAC with role attributes." Tan, Bernard (ed.) 10th Pacific Asia Conference on Information Systems (PACIS 2006). Kuala Lumpur, Malaysia 06 - 09 Jul 2006 Sheffield, UK.
Current developments of k-anonymous data releasing
Li, Jiuyong, Wang, Hua, Jin, Huidong and Yong, Jianming. 2006. "Current developments of k-anonymous data releasing." Croll, Peter, Morarji, Hasmukh and Au, Richard (ed.) National e-Health Privacy and Security Symposium 2006. Brisbane, Australia 24 - 26 Oct 2006 Brisbane.
Mobile solutions for aged care: a transformational framework
Soar, Jeffrey, Tsai, Heng-Sheng, Yong, Jianming and Gururajan, Raj. 2005. "Mobile solutions for aged care: a transformational framework." Soar, Jeffrey and Edgecumbe, Joan (ed.) 2nd Australian Aged and Community Care Informatics Conference (ACCIC'05). Hobart, Tasmania 04 - 06 May 2005 Brunswick East, Australia.
Workflow-based e-learning platform
Yong, Jianming. 2005. "Workflow-based e-learning platform." Shen, Weiming, James, Anne, Chao, Kuo-Ming, Younas, Muhammad, Lin, Zongkai and Barthes, Jean-Paul (ed.) 9th International Conference on Computer Supported Cooperative Work in Design (CSCWD2005). Coventry, United Kingdom 24 - 26 May 2005 Coventry, UK.