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.

A comparison of techniques for name matching (2012)
Journal Article
Peng, T., Li, L., & Kennedy, J. (2012). A comparison of techniques for name matching. GSTF journal on computing, 2,

Information explosion is a problem for everyone nowadays. It is a great challenge to all kinds of businesses to maintain high quality of data in their information applications, such as data integration, text and web mining, information retrieval, sea... Read More about A comparison of techniques for name matching.

An evaluation of name matching techniques. (2011)
Presentation / Conference Contribution
Peng, T., Li, L., & Kennedy, J. (2011, June). An evaluation of name matching techniques

Abstract—There is a growing awareness that the high quality of string matching is a key to a variety of applications, such as data integration, text and web mining, information retrieval, search engine. In such applications, matching names is one of... Read More about An evaluation of name matching techniques..

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..

A framework for data cleaning in data warehouses (2008)
Journal Article
Peng, T. (2008). A framework for data cleaning in data warehouses. Enterprise Information Systems, 473-478

It is a persistent challenge to achieve a high quality of data in data warehouses. Data cleaning is a crucial task for such a challenge. To deal with this challenge, a set of methods and tools has been developed. However, there are still at least two... Read More about A framework for data cleaning in data warehouses.

Towards a framework for dealing with data quality in data warehouses. (2006)
Book Chapter
Peng, T. (2006). Towards a framework for dealing with data quality in data warehouses. In P. Petratos (Ed.), Current Computing Developments in E-Commerce, Security, HCI, DB, Collaborative and Cooperative Systems (241-256). ATINER

The popularity of data warehouses (DWs) in recent years confirms the importance of data quality in today’s business success. It is estimated that as high as 75% of the effort spent on building a data warehouse can be attributed to back-end issues, su... Read More about Towards a framework for dealing with data quality in data warehouses..

Reasoning about change over time: actions, events, and their effects. (1998)
Presentation / Conference Contribution
Knight, B., Peng, T., & Ma, J. (1998, January). Reasoning about change over time: actions, events, and their effects. Presented at Proc. of Formalization of Commonsense Reasoning

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.

Probabilistic temporal reasoning in situation calculus. (1997)
Presentation / Conference Contribution
Peng, T., Ma, J., & Knight, B. (1996, April). Probabilistic temporal reasoning in situation calculus. Presented at Proc. of ICIE-96

Representing temporal relationships between events and their effects. (1997)
Presentation / Conference Contribution
Ma, J., Knight, B., & Peng, T. (1997, May). Representing temporal relationships between events and their effects. Presented at 4th Workshop on Temporal Representation and Reasoning

Temporal relationships between events and their effects
are complex. As the ejjects of a given event, a
proposition may change its truth value immediately after
the occurrence of the event and remain true until some
other events occur, while anot... Read More about Representing temporal relationships between events and their effects..