JOURNAL PUBLICATIONS (Please refer to DBLP Wilfred Ng for the publications after 2015)

“What can our life on earth be likened?

A flock of geese, alighting on the snow, sometimes leaving a trace of their passage.”

人生到處知何似 ? 應似飛鴻踏雪泥。 泥上偶然留指爪,鴻飛那復計東西。

(Su DongPo 蘇東坡)

 

Disclaimer: These documents are made available to ensure timely dissemination of scholarly and technical work. It is no guarantee that they are the final version or the published version. Copyright and all rights are retained by authors or by other copyright holders.

1.      Zhou ZHAO, Xiaofei HE Lijun ZHANG, Xiaocan GUO and Wilfred NG. Graph Regularized Feature Selection with Data Reconstruction. IEEE Transactions on Knowledge and Data Engineering TKDE, (2015).

2.      Zhou ZHAO, Lijun ZHANG, Xiaofei HE and Wilfred NG. Expert Finding for Question Answering via Graph Regularized Matrix Completion. IEEE Transactions on Knowledge and Data Engineering TKDE, (2014).

3.      Da YAN, Zhou ZHAO, Wilfred NG and Steven Liu. Probabilistic Convex Hull Queries over Uncertain Data. IEEE Transactions on Knowledge and Data Engineering TKDE (2014).

4.      Jan VOSECKY, Di JIANG, Kenneth LEUNG, Kai XING and Wilfred NG. Integrating Social and Auxiliary Semantics for Multi-Faceted Topic Modeling in Twitter. ACM Transactions on Internet Technology, Accepted and to Appear. (2014).

5.      Da YAN, James Cheng, Zhou ZHAO and Wilfred NG. Efficient Location-based Search of Trajectories with Location Importance. An International Journal of Knowledge and Information Systems KAIS, Accepted and to Appear. (2014).

6.      Yuanfeng SONG, Wilfred NG, Kenneth LEUNG and Qiong FANG. SFP-Rank: Significant Frequent Pattern Analysis for Effective Ranking. An International Journal of Knowledge and Information Systems KAIS, Accepted and to Appear. (2014).

7.      Qiong FANG, Wilfred NG, Jianlin Feng and Yuliang Li. Mining Order-Preserving SubMatrices from Probabilistic Matrices. ACM Transactions on Database Systems (2014).

8.      Zhou ZHAO, Da YAN and Wilfred NG. Mining Probabilistically Frequent Sequential Patterns in Large Uncertain Databases. IEEE Transactions on Knowledge and Data Engineering TKDE (2013).

9.      Kenneth LEUNG, Dik-Lun LEE, Wilfred NG and Hing-Yuet FUNG. A Framework for Personalizing Web Search with Concept-Based User Profiles. 11(4):17 ACM Transactions on Internet Technology (2012).

10.  Qiong FANG, Wilfred NG, Jianlin FENG and Yuliang LI. Mining Bucket Order-Preserving SubMatrices in Gene Expression Data. Accepted and to appear: IEEE Transactions on Knowledge and Data Engineering (2011).

11.  James CHENG, Yiping KE and Wilfred NG. Efficient Query Processing on Graph Databases. ACM Transactions on Database Systems, Vol. 34(1) (2009).

12.  An LU and Wilfred NG. Maintaining Consistency of Vague Databases Using Data Dependencies. Data and Knowledge Engineering, (2008).

13.  Kenneth LEUNG, Wilfred NG and Dik-Lun LEE. Personalized Concept-Based Clustering on Search Engine Queries. Vol. 20(11), pp. 1505-1518, IEEE Transactions on Knowledge and Data Engineering, (2008).

14.  Yiping KE, James CHENG and Wilfred NG. Efficient Correlation Search in Graph Databases. Vol. 20(12), pp. 1601-1615, IEEE Transactions on Knowledge and Data Engineering, (2008).

15.  Yiping KE, James CHENG and Wilfred NG. Correlated Pattern Mining in Quantitative Databases. Vol. 33(3), ACM Transactions on Database Systems, (2008).

16.  James CHENG, Yiping KE and Wilfred NG. Effective Elimination of Redundant Association Rules.  An International Journal of Data Mining and Knowledge Discovery, (2007).

17.  Aoying ZHOU, Juzhen He, Wilfred NG and Xiaoling WANG. Efficient Multi-Query Evaluation over Compressed XML Data in a Distributed Environment.  Journal of Database Management, (2007).

18.  Ho-Lam LAU and Wilfred NG. A Multi-Ranker Model for Adaptive XML Searching. The VLDB Journal, 17(1) pp. 57-80, (2007).

19.  Yiping KE, James CHENG and Wilfred NG. An Information-Theoretic Approach to Quantitative Association Rule Mining.  An International Journal of Knowledge and Information Systems, (2007).

20.  James CHENG, Yiping KE and Wilfred NG. Maintaining Frequent Closed Itemsets over a Sliding Window.   Journal of Intelligent Information Systems, (2007).

21.  Wilfred NG. Book Review: An Introduction to Search Engines and Web Navigation. An International Journal of Information Processing & Management, pp. 290-292, 43(1) (2007).

22.  Wilfred NG and Ho-Lam LAU. A Co-Training Framework for Searching XML Documents. Information Systems, 32(3), pp. 477-503, (2007).

23.  James CHENG, Yiping KE and Wilfred NG. A Survey on Algorithms for Mining Frequent Itemsets Over Data Streams.   An International Journal of Knowledge and Information Systems, (2006). (Most cited KAIS Journal article in 2008-2009)

24.  Wilfred NG, Ho-Lam LAU and Aoying ZHOU. Divide, Compress and Conquer: Querying XML via Partitioned Path-Based Compressed Data Blocks.  World Wide Web Journal, (2006).

25.  Wilfred NG, Lin DENG and Dik-Lun LEE. Spying Out Real User Preferences in Web Searching.  ACM Transactions on Internet Technology, (2006).

26.  Yiping KE, Lin DENG, Wilfred NG and Dik-Lun LEE. Web Dynamics and their Ramifications for the Development of Web Search Engines.  Computer Networks Journal - Special Issue on Web Dynamics, (2005).

27.  Wilfred NG, Wai-Yeung LAM, Peter WOOD and Mark LEVENE. XCQ: A Queriable XML Compression System.  An International Journal of Knowledge and Information Systems, (2005).

28.  Wilfred NG, Wai-Yeung LAM and James CHENG. Comparative Analysis of XML Compression Technologies.  World Wide Web Journal: Internet and Web Information Systems, (2005).

29.  Wilfred Ng. An Extension of the Relational Data Model to Incorporate Ordered Domains. ACM Transactions on Database Systems, Vol. 26(3), pp. 344-383, (2001).

30.  Wilfred Ng and Mark Levene. The Development of Ordered SQL Packages to Support Data Warehousing. Journal of Database Management, Vol. 12(4), pp. 26-39, (2001).

31.  Wilfred Ng, Mark Levene and F. Trevor. On the Expressive Power of the Relational Algebra with Partially Ordered Domains. International Journal of Computer Mathematics, Vol. 74(3-4), pp. 53-62, (2000).

32.  Wilfred Ng. Ordered Functional Dependencies in Relational Databases. Information Systems, Vol. 24(7), pp. 535-554, (1999).