Kate A. Smith

Publication Activity (10 Years)

Years Active: 1996-2007
Publications (10 Years): 0

Publications

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. Netw. Comput. Appl. 30 (1) (2007)
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
Redundant association rules reduction techniques. Int. J. Bus. Intell. Data Min. 2 (1) (2007)
Ling Tan, David Taniar, Kate A. Smith
Maximum-entropy estimated distribution model for classification problems. Int. J. Hybrid Intell. Syst. 3 (1) (2006)
Xiaozhe Wang, Kate A. Smith, Rob J. Hyndman
Characteristic-Based Clustering for Time Series Data. Data Min. Knowl. Discov. 13 (3) (2006)
Shawkat Ali, Kate A. Smith
On learning algorithm selection for classification. Appl. Soft Comput. 6 (2) (2006)
Clifton Phua, Vincent C. S. Lee, Ross W. Gayler, Kate A. Smith
Temporal Representation in Spike Detection of Sparse Personal Identity Streams. WISI (2006)
Xiaozhe Wang, Ajith Abraham, Kate A. Smith
Intelligent web traffic mining and analysis. J. Netw. Comput. Appl. 28 (2) (2005)
Ling Tan, David Taniar, Kate A. Smith
A clustering algorithm based on an estimated distribution model. Int. J. Bus. Intell. Data Min. 1 (2) (2005)
Kate A. Smith
Applications of neural networks. Comput. Oper. Res. 32 (2005)
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)
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
An Efficient Compression Technique for Frequent Itemset Generation in Association Rule Mining. PAKDD (2005)
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
PPDAM: Privacy-Preserving Distributed Association-Rule-Mining Algorithm. Int. J. Intell. Inf. Technol. 1 (1) (2005)
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)
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
Redundant Association Rules Reduction Techniques. Australian Conference on Artificial Intelligence (2005)
Rowena Chau, Chung-Hsing Yeh, Kate A. Smith
A Personalized Multilingual Web Content Miner: PMWeb Miner. ICCSA (2) (2005)
Leonid Churilov, Adil M. Bagirov, Daniel Schwartz, Kate A. Smith, Michael Dally
Data Mining with Combined Use of Optimization Techniques and Self-Organizing Maps for Improving Risk Grouping Rules: Application to Prostate Cancer Patients. J. Manag. Inf. Syst. 21 (4) (2005)
Shawkat Ali, Kate A. Smith
Kernal Width Selection for SVM Classification: A Meta-Learning Approach. Int. J. Data Warehous. Min. 1 (4) (2005)
Terence Kwok, Kate A. Smith
Optimization via Intermittency with a Self-Organizing Neural Network. Neural Comput. 17 (11) (2005)
Rowena Chau, Chung-Hsing Yeh, Kate A. Smith
A Neural Network Model for Hierarchical Multilingual Text Categorization. ISNN (2) (2005)
Xiaozhe Wang, Kate A. Smith, Rob J. Hyndman
Dimension Reduction for Clustering Time Series Using Global Characteristics. International Conference on Computational Science (3) (2005)
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
ODAM: An Optimized Distributed Association Rule Mining Algorithm. IEEE Distributed Syst. Online 5 (3) (2004)
Leonid Churilov, Adil M. Bagirov, Daniel Schwartz, Kate A. Smith, Michael Dally
Improving Risk Grouping Rules for Prostate Cancer Patients with Optimization. HICSS (2004)
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
A New Approach of Eliminating Redundant Association Rules. DEXA (2004)
Rowena Chau, Chung-Hsing Yeh, Kate A. Smith
Personalized Multilingual Web Content Mining. KES (2004)
Terence Kwok, Kate A. Smith
A noisy self-organizing neural network with bifurcation dynamics for combinatorial optimization. IEEE Trans. Neural Networks 15 (1) (2004)
Rasika Amarasiri, L. Damminda Alahakoon, Kate A. Smith
HDGSOM: A Modified Growing Self-Organizing Map for High Dimensional Data Clustering. HIS (2004)
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
Reducing Communication Cost in a Privacy Preserving Distributed Association Rule Mining. DASFAA (2004)
Terence Kwok, Kate A. Smith
Performance-Enhancing Bifurcations in a Self-Organising Neural Network. IWANN (1) (2003)
Marcos Calle, Sebastián Lozano, Kate A. Smith, Terence Kwok, Juan José Domínguez-Jiménez
A DTD for an XML-Based Mathematical Modeling Language. International Conference on Computational Science (2003)
Marcos Calle, Sebastián Lozano, Kate A. Smith, Gabriel Villa
An XML Schema Definition for an Operations Research Modeling Language. HIS (2003)
Shawkat Ali, Kate A. Smith
Matching SVM Kernel's Suitability to Data Characteristics Using Tree by Fuzzy C-means Clustering. HIS (2003)
José Antonio Parejo, Jesús Racero, Fernando Guerrero, Terence Kwok, Kate A. Smith
FOM: A Framework for Metaheuristic Optimization. International Conference on Computational Science (2003)
Kate A. Smith, Alan Ng
Web page clustering using a self-organizing map of user navigation patterns. Decis. Support Syst. 35 (2) (2003)
Shawkat Ali, Kate A. Smith
Automatic parameter selection for polynomial kernel. IRI (2003)
Terence Kwok, Kate A. Smith
A Self-Organising Neural Network with Intermittent Switching for Combinatorial Optimisation. HIS (2003)
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
A Compress-Based Association Mining Algorithm for Large Dataset. International Conference on Computational Science (2003)
Susan E. Bedingfield, Kate A. Smith
Evolutionary Rule Generation Classification and Its Application to Multi-class Data. International Conference on Computational Science (2003)
Xiaozhe Wang, Damminda Alahakoon, Kate A. Smith
Improved Web Searching through Neural Network Based Index Generation. International Conference on Computational Science (2003)
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
Towards Privacy Preserving Distributed Association Rule Mining. IWDC (2003)
Susan E. Bedingfield, Kate A. Smith
Predicting Bad Credit Risk: An Evolutionary Approach. ICANN (2003)
Daniel Schwartz, Kate A. Smith, Leonid Churilov, Michael Dally, Richard Weber
Improving Risk Grouping Rules for Prostate Cancer Patients Using Self-Organizing Maps. HIS (2003)
Rowena Chau, Chung-Hsing Yeh, Kate A. Smith
Developing a Personal Multilingual Web Space. Applied Informatics (2003)
Ling Tan, David Taniar, Kate A. Smith
Parametric Optimization in Data Mining Incorporated with GA-Based Search. International Conference on Computational Science (1) (2002)
Ai Cheo Yeo, Kate A. Smith, Robert J. Willis, Malcolm Brooks
A mathematical programming approach to optimise insurance premium pricing within a data mining framework. J. Oper. Res. Soc. 53 (11) (2002)
Xiaozhe Wang, Ajith Abraham, Kate A. Smith
Web Traffic Mining Using a Concurrent Neuro-Fuzzy Approach. HIS (2002)
Ling Tan, David Taniar, Kate A. Smith
A New Parallel Genetic Algorithm. ISPAN (2002)
Xiaozhe Wang, Kate A. Smith
Clustering Web User Interests Using Self Organising Maps. HIS (2002)
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
A Data Mining Architecture for Distributed Environments. IICS (2002)
Terence Kwok, Kate A. Smith, Sebastián Lozano, David Taniar
Parallel Fuzzy c-Means Clustering for Large Data Sets. Euro-Par (2002)
Eu-Gene Siew, Kate A. Smith, Leonid Churilov, Mohamed Ibrahim
A Neural Clustering Approach to Iso-Resource for Acute Healthcare in Australia. HICSS (2002)
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)
Ling Tan, David Taniar, Kate A. Smith
A Taxonomy for Inter-Model Parallelism in High Performance Data Mining. ICEIS (2002)
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
A Data Mining Architecture for Clustered Environments. PARA (2002)
Xiaozhe Wang, Ajith Abraham, Kate A. Smith
Soft Computing Paradigms for Web Access Pattern Analysis. FSKD (2002)
Kate A. Smith, Frederick Woo, Victor Ciesielski, Remzi Ibrahim
Matching Data Mining Algorithm Suitability to Data Characteristics Using a Self-Organizing Map. HIS (2001)
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)
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)
Kate A. Smith, Jatinder N. D. Gupta
Continuous Function Optimisation via Gradient Descent on a Neural Network Approximation Function. IWANN (1) (2001)
Kate A. Smith, Sheldon Chuan, Peter van der Putten
Determining the Validity of Clustering for Data Fusion. HIS (2001)
Sebastián Lozano, Juan José Domínguez-Jiménez, Fernando Guerrero, Kate A. Smith
Genetic Line Search. International Conference on Computational Science (2) (2001)
Ai Cheo Yeo, Kate A. Smith, Robert J. Willis, Malcolm Brooks
Clustering technique for risk classification and prediction of claim costs in the automobile insurance industry. Intell. Syst. Account. Finance Manag. 10 (1) (2001)
Terence Kwok, Kate A. Smith
Nonlinear System Dynamics in the Normalisation Process of a Self-Organising Neural Network for Combinatorial Optimisation. IWANN (1) (2001)
Larisa Lokmic, Kate A. Smith
Cash Flow Forecasting Using Supervised and Unsupervised Neural Networks. IJCNN (6) (2000)
Kate A. Smith, Jatinder N. D. Gupta
Neural networks in business: techniques and applications for the operations researcher. Comput. Oper. Res. 27 (11-12) (2000)
Kate A. Smith, Robert J. Willis, Malcolm Brooks
An analysis of customer retention and insurance claim patterns using data mining: a case study. J. Oper. Res. Soc. 51 (5) (2000)
Terence Kwok, Kate A. Smith
Experimental analysis of chaotic neural network models for combinatorial optimization under a unifying framework. Neural Networks 13 (7) (2000)
Terence Kwok, Kate A. Smith
A unified framework for chaotic neural-network approaches to combinatorial optimization. IEEE Trans. Neural Networks 10 (4) (1999)
Kate A. Smith
Neural Networks for Combinatorial Optimization: A Review of More Than a Decade of Research. INFORMS J. Comput. 11 (1) (1999)
Lipo Wang, Kate A. Smith
On chaotic simulated annealing. IEEE Trans. Neural Networks 9 (4) (1998)
Kate A. Smith, Marimuthu Palaniswami, Mohan Krishnamoorthy
Neural techniques for combinatorial optimization with applications. IEEE Trans. Neural Networks 9 (6) (1998)
David Abramson, Kate A. Smith, Paul Logothetis, David J. Duke
FPGA Based Implementation of a Hopfield Neural Network for Solving Constraint Satisfaction Problems. EUROMICRO (1998)
Kate A. Smith, Marimuthu Palaniswami
Static and Dynamic Channel Assignment Using Neural Networks. IEEE J. Sel. Areas Commun. 15 (2) (1997)
Kate A. Smith, Marimuthu Palaniswami, Mohan Krishnamoorthy
A hybrid neural approach to combinatorial optimization. Comput. Oper. Res. 23 (6) (1996)
Kate A. Smith
An argument for abandoning the travelling salesman problem as a neural-network benchmark. IEEE Trans. Neural Networks 7 (6) (1996)