Title/Affiliation：Associate Professor，Management Science and Information Systems Department，Rutgers, the State University of New Jersey

Email：hxiong@rutgers.edu

ResearchInterests：data and knowledge engineering, with a focus on developing effective and efficient data analysis techniques for emerging data intensive applications

JournalArticles

2009

1、Hui Xiong, Junjie Wu, Jian Chen.K-Means Clustering Versus Validation Measures: A Data-Distribution Perspective.IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics,2009,39(2):318–331. (Database: IEEE Xplore)

2、Hui Xiong, Michael Steinbach, Arifin Ruslim, Vipin Kumar.Characterizing pattern preserving clustering. Knowledge and Information Systems, 2009,19(3): 311-336. (Database: Springer Standard Collection)

3、Cui Yu, Rui Zhang, Yaochun Huang,Hui Xiong.High-dimensional kNN joins with incremental updates. GeoInformatica, 2009. (Database: Springer Standard Collection)

4、Dihua Guo, Hui Xiong, Vijayalakshmi Atluri, Nabil R. Adam.Object discovery in high-resolution remote sensing images: a semantic perspective. Knowledge and Information Systems, 2009,19(2): 211-233.

(Database: Springer Standard Collection)

5、Junjie Wu, Hui Xiong, Jian Chen.Towards understanding hierarchical clustering: A data distribution perspective. Neurocomputing, 2009,72(10/12): 2319-2330. (Database: Elsevier ScienceDirect Complete)

6、Xing Jiang, Hui Xiong, Chen Wang, Ah-Hwee Tan.Mining globally distributed frequent subgraphs in a single labeled graph. Data & Knowledge Engineering, In Press, Corrected Proof, Available online 5 May 2009.

(Database: Elsevier ScienceDirect Complete)

7、Junjie Wu, Jian Chen, Hui Xiong, Ming Xie.External validation measures for K-means clustering: A data distribution perspective. Expert Systems with Applications, 2009,36(3): 6050-6061.

(Database: Elsevier ScienceDirect Complete)

2008

8、Ping Luo, Hui Xiong, Guoxing Zhan, Junjie Wu, Zhongzhi Shi.Information-Theoretic Distance Measures for Clustering Validation: Generalization and Normalization.IEEE Transactions onKnowledge and Data Engineering,2008,21(99): 1-14. (Database: IEEE Xplore)

9、Tianming Hu, Sam Yuan Sung, Hui Xiong, Qian Fu.Discovery of maximum length frequent itemsets. Information Sciences, 2008,178(1): 69-87. (Database: Elsevier ScienceDirect Complete)

10、Hui Xiong, Wenjun Zhou, Mark Brodie, Sheng Ma.Top-k Correlation Computation. INFORMS Journal on Computing, 2008,20(4): 539-552. (Database: Highwire Press Informs)

2007

11、Tieyun Qian, Hui Xiong, Yuanzhen Wang, Enhong Chen.On the strength of hyperclique patterns for text categorization. Information Sciences, 2007,177(19): 4040-4058. (Database: Elsevier ScienceDirect Complete)

12、Yaochun Huang, Hui Xiong, Weili Wu, Ping Deng, Zhongnan Zhang.Mining maximal hyperclique pattern: A hybrid search strategy. Information Sciences, 2007,177(3): 703-721. (Database: Elsevier ScienceDirect Complete)

2006

13、Hui Xiong,Michael Steinbach, Vipin Kumar.Privacy leakage in multi-relational databases: a semi-supervised learning perspective. The VLDB Journal, 2006,15(4): 388-402. (Database: Springer Standard Collection)

14、Hui Xiong, Pang-Ning Tan, Vipin Kumar.Hyperclique pattern discovery. Data Mining and Knowledge Discovery, 2006,13(2): 219-242. (Database: Springer Standard Collection)

15、Yan Huang, Jian Pei,Hui Xiong.Mining Co-Location Patterns with Rare Events from Spatial Data Sets. GeoInformatica, 2006,10(3): 239-260. (Database: Springer Standard Collection)

16、Sam Y. Sung, Yao Liu, Hui Xiong, Peter A. Ng.Privacy preservation for data cubes. Knowledge and Information Systems, 2006,9(1): 38-61. (Database: Springer Standard Collection)

17、Yao Liu, Sam Y. Sung, Hui Xiong.A cubic-wise balance approach for privacy preservation in data cubes. Information Sciences, 2006,176(9): 1215-1240. (Database: Elsevier ScienceDirect Complete)

18、Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar.TAPER: a two-step approach for all-strong-pairs correlation query in large databases.IEEE Transactions onKnowledge and Data Engineering, 2006,18(4): 493-508. (Database: IEEE Xplore)

19、Hui Xiong,Gaurav Pandey,MichaelSteinbach, Vipin Kumar.Enhancing data analysis with noise removal.IEEETransactions onKnowledge and Data Engineering, 2006,18(3): 304-319. (Database: IEEE Xplore)

2005

20、Jieping Ye; Qi Li; Hui Xiong;HaesunPark,RaviJanardan, and Vipin Kumar.IDR/QR: an incremental dimension reduction algorithm via QR decomposition.IEEE Transactions on Knowledge and Data Engineering, 2005,17(9): 1208-1222. (Database: IEEE Xplore)

2004

21、Yan Huang, Shashi Shekhar, Hui Xiong.Discovering colocation patterns from spatial data sets: a general approach.IEEE Transactions onKnowledge and Data Engineering, 2004,16(12): 1472-1485. (Database: IEEE Xplore)