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Graham J. Williams

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2008
40EE Denny, Graham J. Williams, Peter Christen: ReDSOM: Relative Density Visualization of Temporal Changes in Cluster Structures Using Self-Organizing Maps. ICDM 2008: 173-182
39EE Denny, Graham J. Williams, Peter Christen: Exploratory Hot Spot Profile Analysis Using Interactive Visual Drill-Down Self-Organizing Maps. PAKDD 2008: 536-543
38EEHuidong Jin, Jie Chen, Hongxing He, Graham J. Williams, Chris Kelman, Christine M. O'Keefe: Mining Unexpected Temporal Associations: Applications in Detecting Adverse Drug Reactions. IEEE Transactions on Information Technology in Biomedicine 12(4): 488-500 (2008)
2007
37 Peter Christen, Paul J. Kennedy, Jiuyong Li, Inna Kolyshkina, Graham J. Williams: Data Mining and Analytics 2007, Proceedings of the Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Queensland, Australia, December 3-4, 2007, Proceedings Australian Computer Society 2007
36EE Denny, Graham J. Williams, Peter Christen: Exploratory Multilevel Hot Spot Analysis: Australian Taxation Office Case Study. AusDM 2007: 77-84
35EEXiaojun Chen, Yunming Ye, Graham J. Williams, Xiaofei Xu: A Survey of Open Source Data Mining Systems. PAKDD Workshops 2007: 3-14
2006
34 Peter Christen, Paul J. Kennedy, Jiuyong Li, Simeon J. Simoff, Graham J. Williams: Data Mining and Analytics 2006, Proceedings of the Fifth Australasian Data Mining Conference (AusDM2006), Sydney, NSW, Australia, 29-30 November, 2006, Proceedings Australian Computer Society 2006
33 Graham J. Williams, Simeon J. Simoff: Data Mining - Theory, Methodology, Techniques, and Applications Springer 2006
32EEYunming 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
31EEJie Chen, Hongxing He, Huidong Jin, Damien McAullay, Graham J. Williams, Chris Kelman: Identifying Risk Groups Associated with Colorectal Cancer. Selected Papers from AusDM 2006: 260-272
2005
30EEDamien McAullay, Graham J. Williams, Jie Chen, Huidong Jin: A Delivery Framework for Health Data Mining and Analytics. ACSC 2005: 381-390
29EEJiuyong Li, Ada Wai-Chee Fu, Hongxing He, Jie Chen, Huidong Jin, Damien McAullay, Graham J. Williams, Ross Sparks, Chris Kelman: Mining risk patterns in medical data. KDD 2005: 770-775
28EEJie Chen, Hongxing He, Jiuyong Li, Huidong Jin, Damien McAullay, Graham J. Williams, Ross Sparks, Chris Kelman: Representing Association Classification Rules Mined from Health Data. KES (3) 2005: 1225-1231
2004
27EEHongxing He, Graham J. Williams, Jie Chen, Simon Hawkins, Chris Kelman: Exploring Possible Adverse Drug Reactions by Clustering Event Sequences. DaWaK 2004: 199-208
26EEJie Chen, Hongxing He, Graham J. Williams, Huidong Jin: Temporal Sequence Associations for Rare Events. PAKDD 2004: 235-239
25EETatiana Semenova, Markus Hegland, Warwick Graco, Graham J. Williams: Conceptual Mining of Large Administrative Health Data. PAKDD 2004: 659-669
24EEKenji Yamanishi, Jun-ichi Takeuchi, Graham J. Williams, Peter Milne: On-Line Unsupervised Outlier Detection Using Finite Mixtures with Discounting Learning Algorithms. Data Min. Knowl. Discov. 8(3): 275-300 (2004)
2003
23EELifang Gu, Jiuyong Li, Hongxing He, Graham J. Williams, Simon Hawkins, Chris Kelman: Association Rule Discovery with Unbalanced Class Distributions. Australian Conference on Artificial Intelligence 2003: 221-232
22 Graham J. Williams: Mining the Data Stream. HIS 2003: 4
2002
21EEGraham J. Williams, Rohan A. Baxter, Chris Kelman, Chris P. Rainsford, Hongxing He, Lifang Gu, Deanne Vickers, Simon Hawkins: Estimating Episodes of Care Using Linked Medical Claims Data. Australian Joint Conference on Artificial Intelligence 2002: 660-671
20EESimon Hawkins, Hongxing He, Graham J. Williams, Rohan A. Baxter: Outlier Detection Using Replicator Neural Networks. DaWaK 2002: 170-180
19EEWeiqiang Lin, Mehmet A. Orgun, Graham J. Williams: Mining Temporal Patterns from Health Care Data. DaWaK 2002: 222-231
18EEGraham J. Williams, Rohan A. Baxter, Hongxing He, Simon Hawkins, Lifang Gu: A Comparative Study of RNN for Outlier Detection in Data Mining. ICDM 2002: 709-712
2001
17 David Wai-Lok Cheung, Graham J. Williams, Qing Li: Knowledge Discovery and Data Mining - PAKDD 2001, 5th Pacific-Asia Conference, Hong Kong, China, April 16-18, 2001, Proceedings Springer 2001
16 Ryszard Kowalczyk, Seng Wai Loke, Nancy E. Reed, Graham J. Williams: Advances in Artificial Intelligence. PRICAI 2000 Workshop Reader, Four Workshops held at PRICAI 2000, Melbourne, Australia, August 28 - September 1, 2000, Revised Papers Springer 2001
15EESimon Hawkins, Graham J. Williams, Rohan A. Baxter, Peter Christen, Michael J. Fett, Markus Hegland, Fuchun Huang, Ole Møller Nielsen, Tatiana Semenova, Andrew Smith: Data Mining of Administrative Claims Data for Pathology Services. HICSS 2001
14EERohan A. Baxter, Graham J. Williams, Hongxing He: Feature Selection for Temporal Health Records. PAKDD 2001: 198-209
13EEWeiqiang Lin, Mehmet A. Orgun, Graham J. Williams: Temporal Data Mining Using Hidden Markov-Local Polynomial Models. PAKDD 2001: 324-335
2000
12EEWeiqiang Lin, Mehmet A. Orgun, Graham J. Williams: Temporal Data Mining Using Multilevel-Local Polynominal Models. IDEAL 2000: 180-186
11EEKenji Yamanishi, Jun-ichi Takeuchi, Graham J. Williams, Peter Milne: On-line unsupervised outlier detection using finite mixtures with discounting learning algorithms. KDD 2000: 320-324
10EEGraham J. Williams, Dickson Lukose: Artificial Intelligence in Industry. PRICAI Workshops 2000: 3-4
9 Sergey Bakin, Markus Hegland, Graham J. Williams: Mining taxation data with parallel BMARS. Parallel Algorithms Appl. 15(1-2): 37-55 (2000)
1999
8EEGraham J. Williams, Irfan Altas, Sergey Bakin, Peter Christen, Markus Hegland, Alonso Marquez, Peter Milne, Rajehndra Nagappan, Stephen Roberts: The Integrated Delivery of Large-Scale Data Mining: The ACSys Data Mining Project. Large-Scale Parallel Data Mining 1999: 24-55
7EEGraham J. Williams: Evolutionary Hot Spots Data Mining - An Architecture for Exploring for Interesting Discoveries. PAKDD 1999: 184-193
1997
6 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
5 Gerrit Riessen, Graham J. Williams, Xin Yao: PEPNet: Parallel Evolutionary Programming for Constructing Artificial Neural Networks. Evolutionary Programming 1997: 35-46
1995
4 Graham J. Williams: Templates for Spatial Reasoning in Responsive Geographical Information Systems. International Journal of Geographical Information Systems 9(2): 117-131 (1995)
1993
3EEGraham J. Williams, Steven G. Woods: Representing Expectations in Spatial Information Systems - A Case Study. SSD 1993: 465-476
1989
2 Graham J. Williams: FrameUP: A Frames Formalism for Expert Systems. Australian Computer Journal 21(1): 33-40 (1989)
1987
1 Graham J. Williams: Some Experiments in Decision Tree Induction. Australian Computer Journal 19(2): 84-91 (1987)

Coauthor Index

1Irfan Altas [8]
2Sergey Bakin [8] [9]
3Rohan A. Baxter [14] [15] [18] [20] [21]
4Jie Chen [26] [27] [28] [29] [30] [31] [38]
5Xiaojun Chen [32] [35]
6David Wai-Lok Cheung (David W. Cheung) [17]
7Peter Christen [8] [15] [34] [36] [37] [39] [40]
8 Denny [36] [39] [40]
9Michael J. Fett [15]
10Ada Wai-Chee Fu [29]
11Warwick Graco [25]
12Lifang Gu [18] [21] [23]
13Simon Hawkins [15] [18] [20] [21] [23] [27]
14Hongxing He [14] [18] [20] [21] [23] [26] [27] [28] [29] [31] [38]
15Markus Hegland [8] [9] [15] [25]
16Fuchun Huang [15]
17Joshua Zhexue Huang (Zhexue Huang) [6] [32]
18Huidong Jin [26] [28] [29] [30] [31] [38]
19Chris Kelman [21] [23] [27] [28] [29] [31] [38]
20Paul J. Kennedy [34] [37]
21Inna Kolyshkina [37]
22Ryszard Kowalczyk [16]
23Jiuyong Li [23] [28] [29] [34] [37]
24Qing Li [17]
25Weiqiang Lin [12] [13] [19]
26Seng Wai Loke [16]
27Dickson Lukose [10]
28Alonso Marquez [8]
29Damien McAullay [28] [29] [30] [31]
30Peter Milne [8] [11] [24]
31Rajehndra Nagappan [8]
32Ole Møller Nielsen [15]
33Christine M. O'Keefe [38]
34Mehmet A. Orgun [12] [13] [19]
35Chris P. Rainsford [21]
36Nancy E. Reed [16]
37Gerrit Riessen [5]
38Stephen Roberts [8]
39Tatiana Semenova [15] [25]
40Simeon J. Simoff [33] [34]
41Andrew Smith [15]
42Ross Sparks [28] [29]
43Jun-ichi Takeuchi [11] [24]
44Deanne Vickers [21]
45Steven G. Woods [3]
46Xiaofei Xu [32] [35]
47Kenji Yamanishi [11] [24]
48Xin Yao [5]
49Yunming Ye [32] [35]
50Shuigeng Zhou [32]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)