Joshua Zhexue Huang

Zhexue Huang

2008
67	EE	Qiang Wang, Yunming Ye, Joshua Zhexue Huang: Fuzzy K-Means with Variable Weighting in High Dimensional Data Analysis. WAIM 2008: 365-372
66	EE	Mark Junjie Li, Michael K. Ng, Yiu-ming Cheung, Joshua Zhexue Huang: Agglomerative Fuzzy K-Means Clustering Algorithm with Selection of Number of Clusters. IEEE Trans. Knowl. Data Eng. 20(11): 1519-1534 (2008)
2007
65		Takashi Washio, Zhi-Hua Zhou, Joshua Zhexue Huang, Xiaohua Hu, Jinyan Li, Chao Xie, Jieyue He, Deqing Zou, Kuan-Ching Li, Mário M. Freire: Emerging Technologies in Knowledge Discovery and Data Mining, PAKDD 2007, International Workshops, Nanjing, China, May 22-25, 2007, Revised Selected Papers Springer 2007
64	EE	Shu Wu, Qingshan Jiang, Joshua Zhexue Huang: A New Initialization Method for Clustering Categorical Data. PAKDD 2007: 972-980
63	EE	Joshua Zhexue Huang, Yunming Ye: PAKDD 2007 Industrial Track Workshop. PAKDD Workshops 2007: 1-2
62	EE	Yang Gao, Joshua Zhexue Huang, Lei Wu: Learning classifier system ensemble and compact rule set. Connect. Sci. 19(4): 321-337 (2007)
61	EE	Cheqing Jin, Aoying Zhou, Jeffrey Xu Yu, Joshua Zhexue Huang, Feng Cao: Adaptive scheduling for shared window joins over data streams. Frontiers of Computer Science in China 1(4): 468-477 (2007)
60	EE	Liping Jing, Michael K. Ng, Joshua Zhexue Huang: An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data. IEEE Trans. Knowl. Data Eng. 19(8): 1026-1041 (2007)
59	EE	Michael K. Ng, Mark Junjie Li, Joshua Zhexue Huang, Zengyou He: On the Impact of Dissimilarity Measure in k-Modes Clustering Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 29(3): 503-507 (2007)
2006
58	EE	Xingjun Zhang, Joshua Zhexue Huang, Depei Qian, Jun Xu, Liping Jing: Supplier Categorization with K-Means Type Subspace Clustering. APWeb 2006: 226-237
57	EE	Yunming Ye, Yan Li, Xiaofei Xu, Joshua Zhexue Huang, Xiaojun Chen: MFCRank: A Web Ranking Algorithm Based on Correlation of Multiple Features. CICLing 2006: 378-388
56	EE	Hongbing Wang, Yifei Wang, Joshua Zhexue Huang, Xun Xu: SLF4SS: Facilitating Flexible Services Selection. IAT Workshops 2006: 312-315
55	EE	Michael K. Ng, Mark Junjie Li, Sio Iong Ao, Pak Chung Sham, Yiu-ming Cheung, Joshua Zhexue Huang: Clustering of SNP Data with Application to Genomics. ICDM Workshops 2006: 158-162
54	EE	Yunming Ye, Joshua Zhexue Huang, Xiaojun Chen, Shuigeng Zhou, Graham J. Williams, Xiaofei Xu: Neighborhood Density Method for Selecting Initial Cluster Centers in K-Means Clustering. PAKDD 2006: 189-198
53	EE	Zengyou He, Shengchun Deng, Xiaofei Xu, Joshua Zhexue Huang: A Fast Greedy Algorithm for Outlier Mining. PAKDD 2006: 567-576
52	EE	Yang Gao, Lei Wu, Joshua Zhexue Huang: Ensemble Learning Classifier System and Compact Ruleset. SEAL 2006: 42-49
51	EE	Xingwen Wang, Joshua Zhexue Huang: A Case-Based Data Mining Platform. Selected Papers from AusDM 2006: 28-38
50	EE	Feilong Tang, Minglu Li, Joshua Zhexue Huang: Automatic Transaction Compensation for Reliable Grid Applications. J. Comput. Sci. Technol. 21(4): 529-536 (2006)
2005
49	EE	Yang Gao, Joshua Zhexue Huang, Hongqiang Rong, Daqian Gu: Learning classifier system ensemble for data mining. GECCO Workshops 2005: 63-66
48	EE	Joshua Zhexue Huang, Feilong Tang, Yunming Ye, George Huang, Minglu Li: Ontology-Based E-Catalog Matching for Integration of GDSN and EPCglobal Network. ICEBE 2005: 212-215
47	EE	Yang Gao, Joshua Zhexue Huang, Hongqiang Rong, Daqian Gu: LCSE: Learning Classifier System Ensemble for Incremental Medical Instances. IWLCS 2005: 93-103
46	EE	Shuigeng Zhou, Yue Zhao, Jihong Guan, Joshua Zhexue Huang: A Neighborhood-Based Clustering Algorithm. PAKDD 2005: 361-371
45	EE	Liping Jing, Michael K. Ng, Jun Xu, Joshua Zhexue Huang: Subspace Clustering of Text Documents with Feature Weighting K-Means Algorithm. PAKDD 2005: 802-812
44	EE	Liping Jing, Michael K. Ng, Jun Xu, Joshua Zhexue Huang: On the Performance of Feature Weighting K-Means for Text Subspace Clustering. WAIM 2005: 502-512
43	EE	Yang Gao, Hongqiang Rong, Joshua Zhexue Huang: Adaptive grid job scheduling with genetic algorithms. Future Generation Comp. Syst. 21(1): 151-161 (2005)
42	EE	Joshua Zhexue Huang, Michael K. Ng, Hongqiang Rong, Zichen Li: Automated Variable Weighting in k-Means Type Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 27(5): 657-668 (2005)
2004
41	EE	Yunming Ye, Fanyuan Ma, Yiming Lu, Matthew Chiu, Joshua Zhexue Huang: iSurfer: A Focused Web Crawler Based on Incremental Learning from Positive Samples. APWeb 2004: 122-134
40	EE	Edmond HaoCun Wu, Michael K. Ng, Joshua Zhexue Huang: An Efficient Multidimensional Data Model for Web Usage Mining. APWeb 2004: 373-383
39	EE	Yang Gao, Joshua Zhexue Huang, Hongqiang Rong, Zhi-Hua Zhou: Meta-game Equilibrium for Multi-agent Reinforcement Learning. Australian Conference on Artificial Intelligence 2004: 930-936
38	EE	Edmond HaoCun Wu, Michael K. Ng, Joshua Zhexue Huang: On Improving Website Connectivity by Using Web-Log Data Streams. DASFAA 2004: 352-364
37	EE	Lei Cao, Minglu Li, Henry Rong, Joshua Zhexue Huang: An Ontology-Based Model for Grid Resource Publication and Discovery. GCC 2004: 448-455
36	EE	Xiaoling Wang, Kun Yue, Joshua Zhexue Huang, Aoying Zhou: Service Selection in Dynamic Demand-Driven Web Services. ICWS 2004: 376-383
35	EE	Feilong Tang, Minglu Li, Joshua Zhexue Huang, Cho-Li Wang, Zongwei Luo: Petri-Net-Based Coordination Algorithms for Grid Transactions. ISPA 2004: 499-508
34	EE	Liping Jing, Joshua Zhexue Huang, Michael K. Ng, Hongqiang Rong: A Feature Weighting Approach to Building Classification Models by Interactive Clustering. MDAI 2004: 284-294
33	EE	Yunming Ye, Fanyuan Ma, Hongqiang Rong, Joshua Zhexue Huang: Enhanced Email Classification Based on Feature Space Enriching. NLDB 2004: 299-311
32	EE	Feilong Tang, Minglu Li, Joshua Zhexue Huang, Lei Cao, Yi Wang: A Real-Time Transaction Approach for Grid Services: A Model and Algorithms. NPC 2004: 57-64
31	EE	Qiming Huang, Qiang Yang, Joshua Zhexue Huang, Michael K. Ng: Mining of Web-Page Visiting Patterns with Continuous-Time Markov Models. PAKDD 2004: 549-558
30	EE	Lei Cao, Minglu Li, Henry Rong, Joshua Zhexue Huang: A Categorized-Registry Model for Grid Resource Publication and Discovery Using Software Agents. PDCAT 2004: 318-321
29	EE	Yunming Ye, Fanyuan Ma, Hongqiang Rong, Joshua Zhexue Huang: Improved Email Classification through Enriched Feature Space. WAIM 2004: 489-498
28	EE	Cheqing Jin, Fang Xiong, Joshua Zhexue Huang, Jeffrey Xu Yu, Aoying Zhou: Mining Frequent Items in Spatio-temporal Databases. WAIM 2004: 549-558
27	EE	Zengyou He, Joshua Zhexue Huang, Xiaofei Xu, Shengchun Deng: Mining Class Outliers: Concepts, Algorithms and Applications. WAIM 2004: 589-599
26	EE	Zengyou He, Xiaofei Xu, Joshua Zhexue Huang, Shengchun Deng: A Frequent Pattern Discovery Method for Outlier Detection. WAIM 2004: 726-732
25	EE	Zengyou He, Xiaofei Xu, Shengchun Deng, Joshua Zhexue Huang: Clustering Categorical Data Streams CoRR abs/cs/0412058: (2004)
24	EE	Zengyou He, Xiaofei Xu, Joshua Zhexue Huang, Shengchun Deng: Mining class outliers: concepts, algorithms and applications in CRM. Expert Syst. Appl. 27(4): 681-697 (2004)
23	EE	Hongbing Wang, Joshua Zhexue Huang, Yuzhong Qu, Junyuan Xie: Web services: problems and future directions. J. Web Sem. 1(3): 309-320 (2004)
22	EE	Elaine Y. Chan, Wai-Ki Ching, Michael K. Ng, Joshua Zhexue Huang: An optimization algorithm for clustering using weighted dissimilarity measures. Pattern Recognition 37(5): 943-952 (2004)
2003
21	EE	Jie Yang, Joshua Zhexue Huang, Ning Zhang, Zhuoqun Xu: C3: A New Learning Scheme to Improve Classification of Rare Category Emails. Australian Conference on Artificial Intelligence 2003: 747-758
20	EE	Yang Gao, Hongqiang Rong, Frank Tong, Zongwei Luo, Joshua Zhexue Huang: Adaptive Job Scheduling for a Service Grid Using a Genetic Algorithm. GCC (2) 2003: 65-72
19	EE	Jieyue He, Hongqiang Rong, Zongwei Luo, Joshua Zhexue Huang, Frank Tong: Uni-Grid P&T: A Toolkit for Building Customizable Grid Portals. ICWS-Europe 2003: 198-212
18		Qiang Yang, Joshua Zhexue Huang, Michael K. Ng: A Data Cube Model for Prediction-Based Web Prefetching. J. Intell. Inf. Syst. 20(1): 1-30 (2003)
2002
17	EE	Ruimin Shen, Peng Han, Fan Yang, Qiang Yang, Joshua Zhexue Huang: An Open Framework for Smart and Personalized Distance Learning. ICWL 2002: 19-30
16	EE	Michael K. Ng, Joshua Zhexue Huang: M-FastMap: A Modified FastMap Algorithm for Visual Cluster Validation in Data Mining. PAKDD 2002: 224-236
2001
15		Zhexue Huang, Michael K. Ng, David Wai-Lok Cheung: An Empirical Study on the Visual Cluster Validation Method with Fastmap. DASFAA 2001: 84-91
14	EE	Jeffrey Xu Yu, Michael K. Ng, Joshua Zhexue Huang: Patterns Discovery Based on Time-Series Decomposition. PAKDD 2001: 336-347
13	EE	Joshua Zhexue Huang, Michael K. Ng, Wai-Ki Ching, Joe Ng, David Wai-Lok Cheung: A Cube Model and Cluster Analysis for Web Access Sessions. WEBKDD 2001: 48-67
2000
12	EE	Zhexue Huang, Michael K. Ng, Tao Lin, David Wai-Lok Cheung: An Interactive Approach to Building Classification Models by Clustering and Cluster Validation. IDEAL 2000: 23-28
11		Zhexue Huang, Tao Lin: A Visual Method of Cluster Validation with Fastmap. PAKDD 2000: 153-164
10		Hongxing He, Hari Koesmarno, Thach Van, Zhexue Huang: Data Mining in Disease Management - A Diabetes Case Study. PRICAI 2000: 799
1999
9	EE	Michael K. Ng, Zhexue Huang: Data-mining massive time series astronomical data: challenges, problems and solutions. Information & Software Technology 41(9): 545-556 (1999)
1998
8		Michael K. Ng, Zhexue Huang, Markus Hegland: Data-Mining Massive Time Series Astronomical Data Sets - A Case Study. PAKDD 1998: 401-402
7		Zhexue Huang: Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values. Data Min. Knowl. Discov. 2(3): 283-304 (1998)
1997
6		Hongxing He, Zhexue Huang: Boosting Neural Networks in Real Worls Applications: An Empirical Study. Australian Joint Conference on Artificial Intelligence 1997: 321-329
5		Graham J. Williams, Zhexue Huang: Mining the Knowledge Mine: The Hot Spots Methodology for Mining Large Real World Databases. Australian Joint Conference on Artificial Intelligence 1997: 340-348
4		Zhexue Huang: A Fast Clustering Algorithm to Cluster Very Large Categorical Data Sets in Data Mining. DMKD 1997: 0-
1993
3	EE	Zhexue Huang, Per Svensson: Neighborhood Query and Analysis with GeoSAL, a Spatial Database Language. SSD 1993: 413-436
1992
2	EE	Zhexue Huang, Per Svensson, Hans Hauska: Solving Spatial Analysis Problems with GeoSAL, A Spatial Query Language. SSDBM 1992: 1-17
1991
1	EE	Per Svensson, Zhexue Huang: Geo-SAL: A Query Language for Spatial Data Analysis. SSD 1991: 119-140

Coauthor Index

1	Sio Iong Ao	[55]
2	Feng Cao	[61]
3	Lei Cao	[30] [32] [37]
4	Elaine Y. Chan	[22]
5	Xiaojun Chen	[54] [57]
6	David Wai-Lok Cheung (David W. Cheung)	[12] [13] [15]
7	Yiu-ming Cheung	[55] [66]
8	Wai-Ki Ching	[13] [22]
9	Matthew Chiu	[41]
10	Shengchun Deng	[24] [25] [26] [27] [53]
11	Mário M. Freire	[65]
12	Yang Gao	[20] [39] [43] [47] [49] [52] [62]
13	Daqian Gu	[47] [49]
14	Jihong Guan	[46]
15	Peng Han	[17]
16	Hans Hauska	[2]
17	Hongxing He	[6] [10]
18	Jieyue He	[19] [65]
19	Zengyou He	[24] [25] [26] [27] [53] [59]
20	Markus Hegland	[8]
21	Xiaohua Hu	[65]
22	George Huang	[48]
23	Qiming Huang	[31]
24	Qingshan Jiang	[64]
25	Cheqing Jin	[28] [61]
26	Liping Jing	[34] [44] [45] [58] [60]
27	Hari Koesmarno	[10]
28	Jinyan Li	[65]
29	Kuan-Ching Li (Li Kuan Ching)	[65]
30	Mark Junjie Li	[55] [59] [66]
31	Minglu Li	[30] [32] [35] [37] [48] [50]
32	Yan Li	[57]
33	Zichen Li	[42]
34	Tao Lin	[11] [12]
35	Yiming Lu	[41]
36	Zongwei Luo	[19] [20] [35]
37	Fanyuan Ma (Fan-Yuan Ma)	[29] [33] [41]
38	Joe Ng	[13]
39	Michael K. Ng (Michael Kwok-Po Ng)	[8] [9] [12] [13] [14] [15] [16] [18] [22] [31] [34] [38] [40] [42] [44] [45] [55] [59] [60] [66]
40	Depei Qian	[58]
41	Yuzhong Qu	[23]
42	Henry Rong	[30] [37]
43	Hongqiang Rong	[19] [20] [29] [33] [34] [39] [42] [43] [47] [49]
44	Pak Chung Sham	[55]
45	Ruimin Shen	[17]
46	Per Svensson	[1] [2] [3]
47	Feilong Tang	[32] [35] [48] [50]
48	Frank Tong	[19] [20]
49	Thach Van	[10]
50	Cho-Li Wang	[35]
51	Hongbing Wang	[23] [56]
52	Qiang Wang	[67]
53	Xiaoling Wang	[36]
54	Xingwen Wang	[51]
55	Yi Wang	[32]
56	Yifei Wang	[56]
57	Takashi Washio	[65]
58	Graham J. Williams	[5] [54]
59	Edmond HaoCun Wu	[38] [40]
60	Lei Wu	[52] [62]
61	Shu Wu	[64]
62	Chao Xie	[65]
63	Junyuan Xie	[23]
64	Fang Xiong	[28]
65	Jun Xu	[44] [45] [58]
66	Xiaofei Xu	[24] [25] [26] [27] [53] [54] [57]
67	Xun Xu	[56]
68	Zhuoqun Xu	[21]
69	Fan Yang	[17]
70	Jie Yang	[21]
71	Qiang Yang	[17] [18] [31]
72	Yunming Ye	[29] [33] [41] [48] [54] [57] [63] [67]
73	Jeffrey Xu Yu	[14] [28] [61]
74	Kun Yue	[36]
75	Xingjun Zhang	[58]
76	Ning Zhang	[21]
77	Yue Zhao	[46]
78	Aoying Zhou	[28] [36] [61]
79	Shuigeng Zhou	[46] [54]
80	Zhi-Hua Zhou	[39] [65]
81	Deqing Zou	[65]

Colors in the list of coauthors