Kate A. Smith - researchr alias

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Viewing Publication 1 - 76 from 76

2007

Network and information security: A computational intelligence approach: Special Issue of Journal of Network and Computer ApplicationsAjith Abraham, Kate A. Smith, Ravi Jain, Lakhmi C. Jain. jnca, 30(1):1-3, 2007. [doi]

Redundant association rules reduction techniquesMafruz Zaman Ashrafi, David Taniar, Kate A. Smith. ijbidm, 2(1):29-63, 2007. [doi]

Marvin: A Heuristic Search Planner with Online Macro-Action LearningAndrew Coles, Kate A. Smith. jair, 28:119-156, 2007. [doi]

2006

2005

Kernal Width Selection for SVM Classification: A Meta-Learning ApproachShawkat Ali, Kate A. Smith. jdwm, 1(4):78-97, 2005. [doi]

HDGSOMr: A High Dimensional Growing Self-Organizing Map Using Randomness for Efficient Web and Text MiningRasika Amarasiri, Damminda Alahakoon, Kate A. Smith, Malin Premaratne. webist 2005: 215-221 [doi]

PPDAM: Privacy-Preserving Distributed Association-Rule-Mining AlgorithmMafruz Zaman Ashrafi, David Taniar, Kate A. Smith. ijiit, 1(1):49-69, 2005. [doi]

An Efficient Compression Technique for Frequent Itemset Generation in Association Rule MiningMafruz Zaman Ashrafi, David Taniar, Kate A. Smith. pakdd 2005: 125-135 [doi]

Redundant Association Rules Reduction TechniquesMafruz Zaman Ashrafi, David Taniar, Kate A. Smith. ausai 2005: 254-263 [doi]

A Neural Network Model for Hierarchical Multilingual Text CategorizationRowena Chau, Chung-Hsing Yeh, Kate A. Smith. isnn 2005: 238-245 [doi]

A Personalized Multilingual Web Content Miner: PMWeb MinerRowena Chau, Chung-Hsing Yeh, Kate A. Smith. iccsa 2005: 956-965 [doi]

Data Mining with Combined Use of Optimization Techniques and Self-Organizing Maps for Improving Risk Grouping Rules: Application to Prostate Cancer PatientsLeonid Churilov, Adil M. Bagirov, Daniel Schwartz, Kate A. Smith, Michael Dally. jmis, 21(4):85-100, 2005. [doi]

Optimization via Intermittency with a Self-Organizing Neural NetworkTerence Kwok, Kate A. Smith. neco, 17(11):2454-2481, 2005. [doi]

A Longitudinal Comparison of Supervised and Unsupervised Learning Approaches to Iso-Resource Grouping for Acute Healthcare in AustraliaEu-Gene Siew, Kate A. Smith, Leonid Churilov, Jeff Wassertheil. In Saman K. Halgamuge, Lipo Wang, editors, Classification and Clustering for Knowledge Discovery. Volume 4 of Studies in Computational Intelligence, pages 283-303, Springer, 2005. [doi]

Applications of neural networksKate A. Smith. cor, 32:2495-2497, 2005. [doi]

A clustering algorithm based on an estimated distribution modelLing Tan, David Taniar, Kate A. Smith. ijbidm, 1(2):229-245, 2005. [doi]

Dimension Reduction for Clustering Time Series Using Global CharacteristicsXiaozhe Wang, Kate A. Smith, Rob J. Hyndman. iccS 2005: 792-795 [doi]

Soft Computing Paradigms for Web Access Pattern AnalysisXiaozhe Wang, Ajith Abraham, Kate A. Smith. In Saman K. Halgamuge, Lipo Wang, editors, Classification and Clustering for Knowledge Discovery. Volume 4 of Studies in Computational Intelligence, pages 233-250, Springer, 2005. [doi]

Intelligent web traffic mining and analysisXiaozhe Wang, Ajith Abraham, Kate A. Smith. jnca, 28(2):147-165, 2005. [doi]

Computation of Meta-Learning Classifiers in Distributed Data Mining using a Novel Cognitive Memory ModelLeelani Kumari Wickramasinghe, L. Damminda Alahakoon, Kate A. Smith. iat 2005: 180-186 [doi]

2004

HDGSOM: A Modified Growing Self-Organizing Map for High Dimensional Data ClusteringRasika Amarasiri, L. Damminda Alahakoon, Kate A. Smith. his 2005: 216-221 [doi]

ODAM: An Optimized Distributed Association Rule Mining AlgorithmMafruz Zaman Ashrafi, David Taniar, Kate A. Smith. dsonline, 5(3), 2004. [doi]

A New Approach of Eliminating Redundant Association RulesMafruz Zaman Ashrafi, David Taniar, Kate A. Smith. DEXA 2004: 465-474 [doi]

Reducing Communication Cost in a Privacy Preserving Distributed Association Rule MiningMafruz Zaman Ashrafi, David Taniar, Kate A. Smith. dasfaa 2004: 381-392 [doi]

Personalized Multilingual Web Content MiningRowena Chau, Chung-Hsing Yeh, Kate A. Smith. kes 2004: 155-163 [doi]

Improving Risk Grouping Rules for Prostate Cancer Patients with OptimizationLeonid Churilov, Adil M. Bagirov, D. Schwartz, Kate A. Smith, M. Dally. hicss 2004: [doi]

A noisy self-organizing neural network with bifurcation dynamics for combinatorial optimizationTerence Kwok, Kate A. Smith. tnn, 15(1):84-98, 2004. [doi]

2003

Matching SVM Kernel s Suitability to Data Characteristics Using Tree by Fuzzy C-means ClusteringShawkat Ali, Kate A. Smith. his 2003: 553-562

Automatic parameter selection for polynomial kernelShawkat Ali, Kate A. Smith. iri 2003: 243-249

A Compress-Based Association Mining Algorithm for Large DatasetMafruz Zaman Ashrafi, David Taniar, Kate A. Smith. iccS 2003: 978-987 [doi]

Towards Privacy Preserving Distributed Association Rule MiningMafruz Zaman Ashrafi, David Taniar, Kate A. Smith. iwdc 2003: 279-289 [doi]

Evolutionary Rule Generation Classification and Its Application to Multi-class DataSusan E. Bedingfield, Kate A. Smith. iccS 2003: 868-876 [doi]

Predicting Bad Credit Risk: An Evolutionary ApproachSusan E. Bedingfield, Kate A. Smith. icann 2003: 1081-1088 [doi]

A DTD for an XML-Based Mathematical Modeling LanguageMarcos Calle, Sebastián Lozano, Kate A. Smith, Terence Kwok, Juan José Domínguez. iccS 2003: 968-977 [doi]

An XML Schema Definition for an Operations Research Modeling LanguageMarcos Calle, Sebastián Lozano, Kate A. Smith, Gabriel Villa. his 2003: 311-320

Developing a Personal Multilingual Web SpaceRowena Chau, Chung-Hsing Yeh, Kate A. Smith. appinf 2003: 145-150

A Self-Organising Neural Network with Intermittent Switching for Combinatorial OptimisationTerence Kwok, Kate A. Smith. his 2003: 13-21

Performance-Enhancing Bifurcations in a Self-Organising Neural NetworkTerence Kwok, Kate A. Smith. iwann 2003: 390-397 [doi]

FOM: A Framework for Metaheuristic OptimizationJ. A. Parejo, J. Racero, Fernando Guerrero, Terence Kwok, Kate A. Smith. iccS 2003: 886-895 [doi]

Artificial Neural Networks for Combinatorial OptimizationJean-Yves Potvin, Kate A. Smith. In Fred W. Glover, Gary A. Kochenberger, editors, Handbook of Metaheuristics. Volume 57 of International Series in Operations Research & Management Science, pages 429-455, Kluwer / Springer, 2003. [doi]

Improving Risk Grouping Rules for Prostate Cancer Patients Using Self-Organizing MapsD. Schwartz, Kate A. Smith, Leonid Churilov, M. Dally, R. Weber. his 2003: 126-136

Web page clustering using a self-organizing map of user navigation patternsKate A. Smith, Alan Ng. dss, 35(2):245-256, 2003. [doi]

Improved Web Searching through Neural Network Based Index GenerationXiaozhe Wang, Damminda Alahakoon, Kate A. Smith. iccS 2003: 151-158 [doi]

2002

A Data Mining Architecture for Clustered EnvironmentsMafruz Zaman Ashrafi, David Taniar, Kate A. Smith. para 2002: 89-98 [doi]

A Data Mining Architecture for Distributed EnvironmentsMafruz Zaman Ashrafi, David Taniar, Kate A. Smith. iics 2002: 27-38 [doi]

Parallel Fuzzy c-Means Clustering for Large Data SetsTerence Kwok, Kate A. Smith, Sebastián Lozano, David Taniar. europar 2002: 365-374 [doi]

A Comparison of Supervised and Unsupervised Learning Approaches to ISO-Resource Grouping for Acute Healthcare in AustraliaEu-Gene Siew, Kate A. Smith, Leonid Churilov, Jeff Wassertheil. fskd 2002: 601-605

A Neural Clustering Approach to Iso-Resource for Acute Healthcare in AustraliaEu-Gene Siew, Kate A. Smith, Leonid Churilov, Mohamed Ibrahim. hicss 2002: 154 [doi]

A Taxonomy for Inter-Model Parallelism in High Performance Data MiningLing Tan, David Taniar, Kate A. Smith. ICEIS 2002: 534-539

A New Parallel Genetic AlgorithmLing Tan, David Taniar, Kate A. Smith. ispan 2002: 321 [doi]

Parametric Optimization in Data Mining Incorporated with GA-Based SearchLing Tan, David Taniar, Kate A. Smith. iccS 2002: 582-591 [doi]

Clustering Web User Interests Using Self Organising MapsXiaozhe Wang, Kate A. Smith. his 2002: 843-852

Web Traffic Mining Using a Concurrent Neuro-Fuzzy ApproachXiaozhe Wang, Ajith Abraham, Kate A. Smith. his 2002: 853-862

Soft Computing Paradigms for Web Access Pattern AnalysisXiaozhe Wang, Ajith Abraham, Kate A. Smith. fskd 2002: 631-635

A mathematical programming approach to optimise insurance premium pricing within a data mining frameworkAi Cheo Yeo, Kate A. Smith, Robert J. Willis, Malcolm Brooks. jors, 53(11):1197-1203, 2002. [doi]

2001

A Comparison of GRASP and an Exact Method for Solving a Production and Delivery Scheduling ProblemJosé M. García, Kate A. Smith, Sebastián Lozano, Fernando Guerrero. his 2002: 431-447

Nonlinear System Dynamics in the Normalisation Process of a Self-Organising Neural Network for Combinatorial OptimisationTerence Kwok, Kate A. Smith. iwann 2001: 733-740 [doi]

Genetic Line SearchSebastián Lozano, Juan José Domínguez, Fernando Guerrero, Kate A. Smith. iccS 2001: 318-326 [doi]

Matching Data Mining Algorithm Suitability to Data Characteristics Using a Self-Organizing MapKate A. Smith, Frederick Woo, Victor Ciesielski, Remzi Ibrahim. his 2002: 169-179

Determining the Validity of Clustering for Data FusionKate A. Smith, Sheldon Chuan, Peter van der Putten. his 2002: 627-636

Continuous Function Optimisation via Gradient Descent on a Neural Network Approximation FunctionKate A. Smith, Jatinder N. D. Gupta. iwann 2001: 741-748 [doi]

Modelling the Effect of Premium Changes on Motor Insurance Customer Retention Rates Using Neural NetworksAi Cheo Yeo, Kate A. Smith, Robert J. Willis, Malcolm Brooks. iccS 2001: 390-399 [doi]

Clustering technique for risk classification and prediction of claim costs in the automobile insurance industryAi Cheo Yeo, Kate A. Smith, Robert J. Willis, Malcolm Brooks. isafm, 10(1):39-50, 2001. [doi]

2000

1999

A unified framework for chaotic neural-network approaches to combinatorial optimizationTerence Kwok, Kate A. Smith. tnn, 10(4):978-981, 1999. [doi]

Neural Networks for Combinatorial Optimization: A Review of More Than a Decade of ResearchKate A. Smith. informs, 11(1):15-34, 1999. [doi]

1998

FPGA Based Implementation of a Hopfield Neural Network for Solving Constraint Satisfaction ProblemsDavid Abramson, Kate A. Smith, Paul Logothetis, David Duke. euromicro 1998: 20688-20693 [doi]

Neural techniques for combinatorial optimization with applicationsKate A. Smith, Marimuthu Palaniswami, M. Krishnamoorthy. tnn, 9(6):1301-1318, 1998. [doi]

1997

Static and Dynamic Channel Assignment Using Neural NetworksKate A. Smith, Marimuthu Palaniswami. jsac, 15(2):238-249, 1997.

1996

A hybrid neural approach to combinatorial optimizationKate A. Smith, Marimuthu Palaniswami, M. Krishnamoorthy. cor, 23(6):597-610, 1996. [doi]

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