Kate Smith-Miles

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Mario Andrés MuñozSenior Research Fellow - OPTIMA, School of Computing & Information Systems, University of MelbourneDirección de correo verificada de unimelb.edu.au
Rob J HyndmanProfessor of Statistics, Monash UniversityDirección de correo verificada de monash.edu
VCS Lee, Vincent C.S. Lee, CS Lee, V...Monash UniversityDirección de correo verificada de monash.edu
Xin GengSchool of Computer Science and Engineering, Southeast UniversityDirección de correo verificada de seu.edu.cn
David TaniarMonash University, AustraliaDirección de correo verificada de monash.edu
Clifton PhuaDirector of Labs at IMDADirección de correo verificada de imda.gov.sg
Mafruz Zaman AshrafiTakedaDirección de correo verificada de takeda.com
Ross W GaylerIndependent ResearcherDirección de correo verificada de rossgayler.com
Zhi-Hua ZhouNanjing UniversityDirección de correo verificada de nju.edu.cn
Mehdi FoumaniAssociate Professor, Xi'an Jiaotong-Liverpool UniversityDirección de correo verificada de xjtlu.edu.cn
A B M Shawkat AliProfessor in Data Science; The University of FijiDirección de correo verificada de unifiji.ac.fj
Laura VillanovaGraz University of Technology, AusriaDirección de correo verificada de tugraz.at
Leo LopesFICODirección de correo verificada de fico.com
Damminda AlahakoonProfessor, La Trobe UniversityDirección de correo verificada de latrobe.edu.au
M. PalaniswamiProfessor of Electrical EngineeringDirección de correo verificada de unimelb.edu.au
Jatinder N D GuptaUniversity of Alabama in HuntsvilleDirección de correo verificada de uah.edu
Sevvandi KandanaarachchiCSIRO's Data61Dirección de correo verificada de data61.csiro.au
Yanfei KangSchool of Economics and Management, Beihang UniversityDirección de correo verificada de buaa.edu.cn
Leonid ChurilovProfessor of Biostatistics, University of Melbourne, AustraliaDirección de correo verificada de unimelb.edu.au
Mohan KrishnamoorthyRMIT UniversityDirección de correo verificada de rmit.edu.au

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Kate Smith-Miles

Professor of Applied Mathematics, The University of Melbourne

Dirección de correo verificada de unimelb.edu.au - Página principal

optimization neural networks machine learning mathematical modelling


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
A comprehensive survey of data mining-based fraud detection research C Phua, V Lee, K Smith, R Gayler arXiv preprint arXiv:1009.6119, 2010	1334	2010
Automatic age estimation based on facial aging patterns X Geng, ZH Zhou, K Smith-Miles IEEE Transactions on pattern analysis and machine intelligence 29 (12), 2234 …, 2007	1288	2007
Characteristic-based clustering for time series data X Wang, K Smith, R Hyndman Data mining and knowledge Discovery 13, 335-364, 2006	940	2006
Cross-disciplinary perspectives on meta-learning for algorithm selection KA Smith-Miles ACM Computing Surveys (CSUR) 41 (1), 1-25, 2009	728	2009
Neural networks for combinatorial optimization: a review of more than a decade of research KA Smith Informs journal on Computing 11 (1), 15-34, 1999	570	1999
On learning algorithm selection for classification S Ali, KA Smith Applied Soft Computing 6 (2), 119-138, 2006	500	2006
Neural networks in business: techniques and applications for the operations researcher KA Smith, JND Gupta Computers & Operations Research 27 (11-12), 1023-1044, 2000	416	2000
Rule induction for forecasting method selection: Meta-learning the characteristics of univariate time series X Wang, K Smith-Miles, R Hyndman Neurocomputing 72 (10-12), 2581-2594, 2009	287	2009
Measuring instance difficulty for combinatorial optimization problems K Smith-Miles, L Lopes Computers & Operations Research 39 (5), 875-889, 2012	276	2012
On chaotic simulated annealing L Wang, K Smith IEEE Transactions on Neural Networks 9 (4), 716-718, 1998	262	1998
Towards objective measures of algorithm performance across instance space K Smith-Miles, D Baatar, B Wreford, R Lewis Computers & Operations Research 45, 12-24, 2014	233	2014
An analysis of customer retention and insurance claim patterns using data mining: A case study KA Smith, RJ Willis, M Brooks Journal of the operational research society 51 (5), 532-541, 2000	220	2000
Static and dynamic channel assignment using neural networks K Smith, M Palaniswami IEEE journal on selected areas in communications 15 (2), 238-249, 1997	218	1997
Web page clustering using a self-organizing map of user navigation patterns KA Smith, A Ng Decision Support Systems 35 (2), 245-256, 2003	216	2003
Visualising forecasting algorithm performance using time series instance spaces Y Kang, RJ Hyndman, K Smith-Miles International Journal of Forecasting 33 (2), 345-358, 2017	209	2017
A meta-learning approach to automatic kernel selection for support vector machines S Ali, KA Smith-Miles Neurocomputing 70 (1-3), 173-186, 2006	181	2006
Neural networks in business: techniques and applications KA Smith, JND Gupta IGI Global, 2003	176	2003
Instance spaces for machine learning classification MA Muñoz, L Villanova, D Baatar, K Smith-Miles Machine Learning 107, 109-147, 2018	172	2018
Neural techniques for combinatorial optimization with applications K Smith, M Palaniswami, M Krishnamoorthy IEEE Transactions on Neural Networks 9 (6), 1301-1318, 1998	165	1998
ODAM: An optimized distributed association rule mining algorithm MZ Ashrafi, D Taniar, K Smith IEEE distributed systems online 5 (3), 2004	163	2004

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