Kate Smith-Miles

Kate Amanda Smith-Miles, Kate A. Smith

2009
85	EE	Clifton Phua, Ross Gayler, Vincent Lee, Kate Smith-Miles: On the communal analysis suspicion scoring for identity crime in streaming credit applications. European Journal of Operational Research 195(2): 595-612 (2009)
84	EE	Xiaozhe Wang, Kate Amanda Smith-Miles, Rob J. Hyndman: Rule induction for forecasting method selection: Meta-learning the characteristics of univariate time series. Neurocomputing 72(10-12): 2581-2594 (2009)
2008
83	EE	Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou: Facial age estimation by nonlinear aging pattern subspace. ACM Multimedia 2008: 721-724
82	EE	Kate Amanda Smith-Miles: Towards insightful algorithm selection for optimisation using meta-learning concepts. IJCNN 2008: 4118-4124
81	EE	Eu-Gene Siew, Leonid Churilov, Kate Smith-Miles, Joachim P. Sturmberg: Using Supervised and Unsupervised Techniques to Determine Groups of Patients with Different Doctor-Patient Stability. PAKDD 2008: 715-722
80	EE	Kate Smith-Miles: Cross-disciplinary perspectives on meta-learning for algorithm selection. ACM Comput. Surv. 41(1): (2008)
79	EE	Xin Geng, Zhi-Hua Zhou, Kate Smith-Miles: Correction to "Automatic Age Estimation Based on Facial Aging Patterns". IEEE Trans. Pattern Anal. Mach. Intell. 30(2): 368 (2008)
2007
78	EE	Kate Smith-Miles: Meta-Learning: From Classification to Forecasting, to Optimization, and Beyond. ACIS-ICIS 2007: 2
77	EE	Clifton Phua, Kate Smith-Miles, Vincent C. S. Lee, Ross Gayler: Adaptive Spike Detection for Resilient Data Stream Mining. AusDM 2007: 181-188
76	EE	Xin Geng, Zhi-Hua Zhou, Kate Smith-Miles: Automatic Age Estimation Based on Facial Aging Patterns. IEEE Trans. Pattern Anal. Mach. Intell. 29(12): 2234-2240 (2007)
75	EE	Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith: Redundant association rules reduction techniques. IJBIDM 2(1): 29-63 (2007)
74	EE	Andrew Coles, Kate A. Smith: Marvin: A Heuristic Search Planner with Online Macro-Action Learning. J. Artif. Intell. Res. (JAIR) 28: 119-156 (2007)
73	EE	Ajith Abraham, Kate A. Smith, Ravi Jain, Lakhmi C. Jain: Network and information security: A computational intelligence approach: Special Issue of Journal of Network and Computer Applications. J. Network and Computer Applications 30(1): 1-3 (2007)
72	EE	Shawkat Ali, Kate Smith-Miles: On optimal degree selection for polynomial kernel with support vector machines: Theoretical and empirical investigations. KES Journal 11(1): 1-18 (2007)
71	EE	Leelani Kumari Wickramasinghe, L. Damminda Alahakoon, Kate Smith-Miles: A novel Episodic Associative Memory model for enhanced classification accuracy. Pattern Recognition Letters 28(10): 1193-1202 (2007)
2006
70	EE	Shawkat Ali, Kate Amanda Smith-Miles: Improved Support Vector Machine Generalization Using Normalized Input Space. Australian Conference on Artificial Intelligence 2006: 362-371
69	EE	Rowena Chau, Chung-Hsing Yeh, Kate Smith-Miles: Fuzzy-neuro Web-Based Multilingual Knowledge Management. FSKD 2006: 1229-1238
68	EE	Clifton Phua, Ross Gayler, Kate Smith-Miles, Vincent Lee: Communal Detection of Implicit Personal Identity Streams. ICDM Workshops 2006: 620-625
67	EE	Rasika Amarasiri, Damminda Alahakoon, Kate Smith-Miles: Clustering Massive High Dimensional Data with Dynamic Feature Maps. ICONIP (2) 2006: 814-823
66	EE	Rowena Chau, Kate Amanda Smith-Miles, Chung-Hsing Yeh: Ontology Learning from Text: A Soft Computing Paradigm. ICONIP (3) 2006: 295-301
65	EE	Clifton Phua, Vincent Lee, Ross Gayler, Kate A. Smith: Temporal Representation in Spike Detection of Sparse Personal Identity Streams. WISI 2006: 115-126
64	EE	Shawkat Ali, Kate A. Smith: On learning algorithm selection for classification. Appl. Soft Comput. 6(2): 119-138 (2006)
63	EE	Xiaozhe Wang, Kate A. Smith, Rob J. Hyndman: Characteristic-Based Clustering for Time Series Data. Data Min. Knowl. Discov. 13(3): 335-364 (2006)
62	EE	Ling Tan, David Taniar, Kate A. Smith: Maximum-entropy estimated distribution model for classification problems. Int. J. Hybrid Intell. Syst. 3(1): 1-10 (2006)
61	EE	Shawkat Ali, Kate Amanda Smith-Miles: A meta-learning approach to automatic kernel selection for support vector machines. Neurocomputing 70(1-3): 173-186 (2006)
2005
60	EE	Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith: Redundant Association Rules Reduction Techniques. Australian Conference on Artificial Intelligence 2005: 254-263
59	EE	Leelani Kumari Wickramasinghe, L. Damminda Alahakoon, Kate A. Smith: Computation of Meta-Learning Classifiers in Distributed Data Mining using a Novel Cognitive Memory Model. IAT 2005: 180-186
58	EE	Rowena Chau, Chung-Hsing Yeh, Kate A. Smith: A Personalized Multilingual Web Content Miner: PMWeb Miner. ICCSA (2) 2005: 956-965
57	EE	Rowena Chau, Chung-Hsing Yeh, Kate A. Smith: A Neural Network Model for Hierarchical Multilingual Text Categorization. ISNN (2) 2005: 238-245
56	EE	Xiaozhe Wang, Kate A. Smith, Rob J. Hyndman: Dimension Reduction for Clustering Time Series Using Global Characteristics. International Conference on Computational Science (3) 2005: 792-795
55	EE	Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith: An Efficient Compression Technique for Frequent Itemset Generation in Association Rule Mining. PAKDD 2005: 125-135
54	EE	Rasika Amarasiri, Damminda Alahakoon, Kate A. Smith, Malin Premaratne: HDGSOMr: A High Dimensional Growing Self-Organizing Map Using Randomness for Efficient Web and Text Mining. Web Intelligence 2005: 215-221
53	EE	Xiaozhe Wang, Ajith Abraham, Kate A. Smith: Soft Computing Paradigms for Web Access Pattern Analysis. Classification and Clustering for Knowledge Discovery 2005: 233-250
52	EE	Eu-Gene Siew, Kate A. Smith, Leonid Churilov, Jeff Wassertheil: A Longitudinal Comparison of Supervised and Unsupervised Learning Approaches to Iso-Resource Grouping for Acute Healthcare in Australia. Classification and Clustering for Knowledge Discovery 2005: 283-303
51	EE	Kate A. Smith: Applications of neural networks. Computers & OR 32: 2495-2497 (2005)
50	EE	Ling Tan, David Taniar, Kate A. Smith: A clustering algorithm based on an estimated distribution model. IJBIDM 1(2): 229-245 (2005)
49	EE	Xiaozhe Wang, Ajith Abraham, Kate A. Smith: Intelligent web traffic mining and analysis. J. Network and Computer Applications 28(2): 147-165 (2005)
48	EE	Terence Kwok, Kate A. Smith: Optimization via Intermittency with a Self-Organizing Neural Network. Neural Computation 17(11): 2454-2481 (2005)
2004
47	EE	Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith: Reducing Communication Cost in a Privacy Preserving Distributed Association Rule Mining. DASFAA 2004: 381-392
46	EE	Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith: A New Approach of Eliminating Redundant Association Rules. DEXA 2004: 465-474
45	EE	Leonid Churilov, Adil M. Bagirov, D. Schwartz, Kate A. Smith, M. Dally: Improving Risk Grouping Rules for Prostate Cancer Patients with Optimization. HICSS 2004
44	EE	Rasika Amarasiri, L. Damminda Alahakoon, Kate A. Smith: HDGSOM: A Modified Growing Self-Organizing Map for High Dimensional Data Clustering. HIS 2004: 216-221
43	EE	Rowena Chau, Chung-Hsing Yeh, Kate A. Smith: Personalized Multilingual Web Content Mining. KES 2004: 155-163
42	EE	Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith: ODAM: An Optimized Distributed Association Rule Mining Algorithm. IEEE Distributed Systems Online 5(3): (2004)
2003
41		Rowena Chau, Chung-Hsing Yeh, Kate A. Smith: Developing a Personal Multilingual Web Space. Applied Informatics 2003: 145-150
40		D. Schwartz, Kate A. Smith, Leonid Churilov, M. Dally, R. Weber: Improving Risk Grouping Rules for Prostate Cancer Patients Using Self-Organizing Maps. HIS 2003: 126-136
39		Terence Kwok, Kate A. Smith: A Self-Organising Neural Network with Intermittent Switching for Combinatorial Optimisation. HIS 2003: 13-21
38		Marcos Calle, Sebastián Lozano, Kate A. Smith, Gabriel Villa: An XML Schema Definition for an Operations Research Modeling Language. HIS 2003: 311-320
37		Shawkat Ali, Kate A. Smith: Matching SVM Kernel's Suitability to Data Characteristics Using Tree by Fuzzy C-means Clustering. HIS 2003: 553-562
36	EE	Susan E. Bedingfield, Kate A. Smith: Predicting Bad Credit Risk: An Evolutionary Approach. ICANN 2003: 1081-1088
35		Shawkat Ali, Kate A. Smith: Automatic parameter selection for polynomial kernel. IRI 2003: 243-249
34	EE	Terence Kwok, Kate A. Smith: Performance-Enhancing Bifurcations in a Self-Organising Neural Network. IWANN (1) 2003: 390-397
33	EE	Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith: Towards Privacy Preserving Distributed Association Rule Mining. IWDC 2003: 279-289
32	EE	Xiaozhe Wang, Damminda Alahakoon, Kate A. Smith: Improved Web Searching through Neural Network Based Index Generation. International Conference on Computational Science 2003: 151-158
31	EE	Susan E. Bedingfield, Kate A. Smith: Evolutionary Rule Generation Classification and Its Application to Multi-class Data. International Conference on Computational Science 2003: 868-876
30	EE	J. A. Parejo, J. Racero, Fernando Guerrero, Terence Kwok, Kate A. Smith: FOM: A Framework for Metaheuristic Optimization. International Conference on Computational Science 2003: 886-895
29	EE	Marcos Calle, Sebastián Lozano, Kate A. Smith, Terence Kwok, Juan José Domínguez: A DTD for an XML-Based Mathematical Modeling Language. International Conference on Computational Science 2003: 968-977
28	EE	Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith: A Compress-Based Association Mining Algorithm for Large Dataset. International Conference on Computational Science 2003: 978-987
27	EE	Kate A. Smith, Alan Ng: Web page clustering using a self-organizing map of user navigation patterns. Decision Support Systems 35(2): 245-256 (2003)
2002
26	EE	Terence Kwok, Kate A. Smith, Sebastián Lozano, David Taniar: Parallel Fuzzy c-Means Clustering for Large Data Sets. Euro-Par 2002: 365-374
25		Eu-Gene Siew, Kate A. Smith, Leonid Churilov, Jeff Wassertheil: A Comparison of Supervised and Unsupervised Learning Approaches to ISO-Resource Grouping for Acute Healthcare in Australia. FSKD 2002: 601-605
24		Xiaozhe Wang, Ajith Abraham, Kate A. Smith: Soft Computing Paradigms for Web Access Pattern Analysis. FSKD 2002: 631-635
23	EE	Eu-Gene Siew, Kate A. Smith, Leonid Churilov, Mohamed Ibrahim: A Neural Clustering Approach to Iso-Resource for Acute Healthcare in Australia. HICSS 2002: 154
22		Xiaozhe Wang, Kate A. Smith: Clustering Web User Interests Using Self Organising Maps. HIS 2002: 843-852
21		Xiaozhe Wang, Ajith Abraham, Kate A. Smith: Web Traffic Mining Using a Concurrent Neuro-Fuzzy Approach. HIS 2002: 853-862
20		Ling Tan, David Taniar, Kate A. Smith: A Taxonomy for Inter-Model Parallelism in High Performance Data Mining. ICEIS 2002: 534-539
19	EE	Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith: A Data Mining Architecture for Distributed Environments. IICS 2002: 27-38
18	EE	Ling Tan, David Taniar, Kate A. Smith: A New Parallel Genetic Algorithm. ISPAN 2002: 321-
17	EE	Ling Tan, David Taniar, Kate A. Smith: Parametric Optimization in Data Mining Incorporated with GA-Based Search. International Conference on Computational Science (1) 2002: 582-591
16	EE	Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith: A Data Mining Architecture for Clustered Environments. PARA 2002: 89-98
2001
15		Kate A. Smith, Frederick Woo, Victor Ciesielski, Remzi Ibrahim: Matching Data Mining Algorithm Suitability to Data Characteristics Using a Self-Organizing Map. HIS 2001: 169-179
14		José M. García, Kate A. Smith, Sebastián Lozano, Fernando Guerrero: A Comparison of GRASP and an Exact Method for Solving a Production and Delivery Scheduling Problem. HIS 2001: 431-447
13		Kate A. Smith, Sheldon Chuan, Peter van der Putten: Determining the Validity of Clustering for Data Fusion. HIS 2001: 627-636
12	EE	Terence Kwok, Kate A. Smith: Nonlinear System Dynamics in the Normalisation Process of a Self-Organising Neural Network for Combinatorial Optimisation. IWANN (1) 2001: 733-740
11	EE	Kate A. Smith, Jatinder N. D. Gupta: Continuous Function Optimisation via Gradient Descent on a Neural Network Approximation Function. IWANN (1) 2001: 741-748
10	EE	Sebastián Lozano, Juan José Domínguez, Fernando Guerrero, Kate A. Smith: Genetic Line Search. International Conference on Computational Science (2) 2001: 318-326
9	EE	Ai Cheo Yeo, Kate A. Smith, Robert J. Willis, Malcolm Brooks: Modelling the Effect of Premium Changes on Motor Insurance Customer Retention Rates Using Neural Networks. International Conference on Computational Science (2) 2001: 390-399
2000
8	EE	Larisa Lokmic, Kate A. Smith: Cash Flow Forecasting Using Supervised and Unsupervised Neural Networks. IJCNN (6) 2000: 343-347
7	EE	Kate A. Smith, Jatinder N. D. Gupta: Neural networks in business: techniques and applications for the operations researcher. Computers & OR 27(11-12): 1023-1044 (2000)
6	EE	Terence Kwok, Kate A. Smith: Experimental analysis of chaotic neural network models for combinatorial optimization under a unifying framework. Neural Networks 13(7): 731-744 (2000)
1999
5	EE	Terence Kwok, Kate A. Smith: A unified framework for chaotic neural-network approaches to combinatorial optimization. IEEE Transactions on Neural Networks 10(4): 978-981 (1999)
1998
4	EE	David Abramson, Kate A. Smith, Paul Logothetis, David Duke: FPGA Based Implementation of a Hopfield Neural Network for Solving Constraint Satisfaction Problems. EUROMICRO 1998: 20688-20693
3	EE	Kate A. Smith, Marimuthu Palaniswami, M. Krishnamoorthy: Neural techniques for combinatorial optimization with applications. IEEE Transactions on Neural Networks 9(6): 1301-1318 (1998)
1997
2		Kate A. Smith, Marimuthu Palaniswami: Static and Dynamic Channel Assignment Using Neural Networks. IEEE Journal on Selected Areas in Communications 15(2): 238-249 (1997)
1996
1	EE	Kate A. Smith, Marimuthu Palaniswami, M. Krishnamoorthy: A hybrid neural approach to combinatorial optimization. Computers & OR 23(6): 597-610 (1996)

Coauthor Index

1	Ajith Abraham	[21] [24] [49] [53] [73]
2	David Abramson	[4]
3	Damminda Alahakoon (L. Damminda Alahakoon)	[32] [44] [54] [59] [67] [71]
4	Shawkat Ali	[35] [37] [61] [64] [70] [72]
5	Rasika Amarasiri	[44] [54] [67]
6	Mafruz Zaman Ashrafi	[16] [19] [28] [33] [42] [46] [47] [55] [60] [75]
7	Adil M. Bagirov	[45]
8	Susan E. Bedingfield	[31] [36]
9	Malcolm Brooks	[9]
10	Marcos Calle	[29] [38]
11	Rowena Chau	[41] [43] [57] [58] [66] [69]
12	Sheldon Chuan	[13]
13	Leonid Churilov	[23] [25] [40] [45] [52] [81]
14	Victor Ciesielski	[15]
15	Andrew Coles	[74]
16	M. Dally	[40] [45]
17	Juan José Domínguez	[10] [29]
18	David Duke	[4]
19	José M. García	[14]
20	Ross Gayler	[65] [68] [77] [85]
21	Xin Geng	[76] [79] [83]
22	Fernando Guerrero	[10] [14] [30]
23	Jatinder N. D. Gupta	[7] [11]
24	Rob J. Hyndman	[56] [63] [84]
25	Mohamed Ibrahim	[23]
26	Remzi Ibrahim	[15]
27	Lakhmi C. Jain	[73]
28	Ravi Jain	[73]
29	M. Krishnamoorthy	[1] [3]
30	Terence Kwok	[5] [6] [12] [26] [29] [30] [34] [39] [48]
31	Vincent Lee	[65] [68] [85]
32	Vincent C. S. Lee	[77]
33	Paul Logothetis	[4]
34	Larisa Lokmic	[8]
35	Sebastián Lozano	[10] [14] [26] [29] [38]
36	Alan Ng	[27]
37	Marimuthu Palaniswami	[1] [2] [3]
38	J. A. Parejo	[30]
39	Clifton Phua	[65] [68] [77] [85]
40	Malin Premaratne	[54]
41	Peter van der Putten	[13]
42	J. Racero	[30]
43	D. Schwartz	[40] [45]
44	Eu-Gene Siew	[23] [25] [52] [81]
45	Joachim P. Sturmberg	[81]
46	Ling Tan	[17] [18] [20] [50] [62]
47	David Taniar	[16] [17] [18] [19] [20] [26] [28] [33] [42] [46] [47] [50] [55] [60] [62] [75]
48	Gabriel Villa	[38]
49	Xiaozhe Wang	[21] [22] [24] [32] [49] [53] [56] [63] [84]
50	Jeff Wassertheil	[25] [52]
51	R. Weber	[40]
52	Leelani Kumari Wickramasinghe	[59] [71]
53	Robert J. Willis	[9]
54	Frederick Woo	[15]
55	Chung-Hsing Yeh	[41] [43] [57] [58] [66] [69]
56	Ai Cheo Yeo	[9]
57	Zhi-Hua Zhou	[76] [79] [83]

Colors in the list of coauthors