Outputs (11)

A tool for generating synthetic data (2018)
Presentation / Conference Contribution
Peng, T., & Telle, A. (2018, October). A tool for generating synthetic data. Presented at DATA '18 First International Conference on Data Science, E-learning and Information Systems, Madrid, Spain

It is popular to use real-world data to evaluate data mining techniques. However, there are some disadvantages to use real-world data for such purposes. Firstly, real-world data in most domains is difficult to obtain for several reasons, such as budg... Read More about A tool for generating synthetic data.

Visualization of Online Datasets (2017)
Journal Article
Peng, T., & Downie, C. (2017). Visualization of Online Datasets. International Journal of Networked and Distributed Computing, 6(1), 11-23. https://doi.org/10.2991/ijndc.2018.6.1.2

As computing technology advances, computers are being used to orchestrate and advance wide spectrums of commercial and personal life, information visualization becomes even more significant as we immerse ourselves into the era of big data, leading to... Read More about Visualization of Online Datasets.

Visualization of Online Datasets (2017)
Presentation / Conference Contribution
Peng, T., & Downie, C. (2017, June). Visualization of Online Datasets. Presented at 2017 15th IEEE/ACIS International Conference on Software Engineering Research, Management and Application (SERA)

As computing technology advances, computers are being used to orchestrate and advance wide spectrums of commercial and personal life, an element even more significant as we immerse ourselves into the era of big data, leading to an economy heavily rel... Read More about Visualization of Online Datasets.

Towards a Synthetic Data Generator for Matching Decision Trees (2016)
Presentation / Conference Contribution
Peng, T., & Hanke, F. (2016, April). Towards a Synthetic Data Generator for Matching Decision Trees. Presented at 18th International Conference on Enterprise Information Systems

It is popular to use real-world data to evaluate or teach data mining techniques. However, there are some disadvantages to use real-world data for such purposes. Firstly, real-world data in most domains is difficult to obtain for several reasons, suc... Read More about Towards a Synthetic Data Generator for Matching Decision Trees.

An Approach to a Laser-Touchscreen System (2016)
Book Chapter
Aizeboje, J., & Peng, T. (2016). An Approach to a Laser-Touchscreen System. In Enterprise Information Systems; Lecture Notes in Business Information Processing (476-495). Springer. https://doi.org/10.1007/978-3-319-29133-8_23

As modern day technologies advance, so have different methods in which users can interact with computers. Computers are currently being used in combination with devices like projectors for teaching and presentations, in which the mouse and the USB wi... Read More about An Approach to a Laser-Touchscreen System.

A rule based taxonomy of dirty data. (2011)
Presentation / Conference Contribution
Li, L., Peng, T., & Kennedy, J. A rule based taxonomy of dirty data. Presented at Annual International Academic Conference on Data Analysis, Data Quality and Metadata Management

There is a growing awareness that high quality of data is a key to today’s business success and that dirty data existing within data sources is one of the causes of poor data quality. To ensure high quality data, enterprises need to have a process, m... Read More about A rule based taxonomy of dirty data..

Improving data quality in data warehousing applications (2010)
Presentation / Conference Contribution
Li, L., Peng, T., & Kennedy, J. (2010, June). Improving data quality in data warehousing applications. Presented at Proceedings of the 12th International Conference on Enterprise Information Systems

There is a growing awareness that high quality of data is a key to today’s business success and dirty data that exits within data sources is one of the reasons that cause poor data quality. To ensure high quality, enterprises need to have a process,... Read More about Improving data quality in data warehousing applications.

The VoIP intrusion detection through a LVQ-based neural network. (2009)
Presentation / Conference Contribution
Zheng, L., & Peng, T. (2009, November). The VoIP intrusion detection through a LVQ-based neural network. Paper presented at The 4th International Conference for Internet Technology and Secured Transactions

Being a fast-growing Internet application, Voice over Internet Protocol shares the network resources with the regular Internet traffic. However it is susceptible to the existing security holes of the Internet. In this paper, a highly effective VoIP i... Read More about The VoIP intrusion detection through a LVQ-based neural network..

Best practice for implementing a data warehouse: a review for strategic alignment. (2003)
Presentation / Conference Contribution
Weir, R., Peng, T., & Kerridge, J. (2003, September). Best practice for implementing a data warehouse: a review for strategic alignment. Presented at Design and Management of Data Warehouses (DMDW'2003) 5th International Workshop, Berlin, Germany

A review of literature pertaining to data warehouse implementations over the last eight years has been undertaken. It was found that the views of data warehouse practitioners in particular have changed over the period’s pre and post 2000, to the exte... Read More about Best practice for implementing a data warehouse: a review for strategic alignment..

Dimensional analysis based causal ordering (1999)
Presentation / Conference Contribution
Shen, Q., Peng, T., & Milne, R. (1999, December). Dimensional analysis based causal ordering. Presented at QR-99

This paper presents a novel approach for generating causal dependencies between system variables, from an acausal description of the system behaviour, and for identifying the end causal impact; in terms of whether a change in the value of an influenc... Read More about Dimensional analysis based causal ordering.

A discrete formalism for reasoning about action and change (1997)
Presentation / Conference Contribution
Knight, B., Ma, J., & Peng, T. (1997, July). A discrete formalism for reasoning about action and change. Presented at The Twelfth International Conference on Artificial Intelligence in Engineering

No abstract available.